{"id":11733,"date":"2026-01-04T16:59:19","date_gmt":"2026-01-04T11:29:19","guid":{"rendered":"https:\/\/www.scaler.com\/blog\/?p=11733"},"modified":"2026-07-15T16:44:33","modified_gmt":"2026-07-15T11:14:33","slug":"top-generative-ai-projects-to-build-to-get-you-hired","status":"publish","type":"post","link":"https:\/\/www.scaler.com\/blog\/top-generative-ai-projects-to-build-to-get-you-hired\/","title":{"rendered":"Top Generative AI Projects to Build in 2026 to Get You Hired"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">From 2025 to now, moving into 2026, companies hiring for AI roles expect candidates to show practical experience with Generative AI systems. Many job descriptions for GenAI engineers now list skills such as large language models, retrieval-augmented generation, AI agents, and deployed applications as core requirements.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.hiringlab.org\/2024\/11\/21\/growth-in-ai-job-postings-trends-and-surprises\/\" target=\"_blank\" rel=\"noopener\">Industry reports<\/a> show that job postings mentioning Generative AI and LLM skills have grown sharply over the last two years, especially across software, fintech, e-commerce, healthcare, and enterprise SaaS companies. This growth reflects how quickly Generative AI has moved into real products and internal tools.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because of this shift, employers increasingly evaluate candidates based on projects and portfolios. When you build Generative AI projects, you show how you work with models, data, APIs, and deployment, which makes your skills easier to assess during hiring.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Recruiters Prefer Skills Along With Certificates<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Recruiters and hiring managers often review portfolios before certificates. They look for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Working projects<\/li>\n\n\n\n<li>GitHub repositories<\/li>\n\n\n\n<li>Deployed applications or demos<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">And this is why carefully made projects can help you make a good impression in the interviews. While the recruiters check for certifications and other skill-based licences, their main interest always lies in what kind of projects you are able to build.&nbsp;<\/p>\n\n\n<meta charset=\"UTF-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n<title>Scaler Carousel<\/title>\n\n<!-- Plus Jakarta Sans Font -->\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Plus+Jakarta+Sans:wght@400;500;600;700&amp;display=swap\" rel=\"stylesheet\">\n<!-- Swiper CSS -->\n<link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\">\n\n<style>\n.scaler-carousel {\n  font-family: 'Plus Jakarta Sans', sans-serif;\n  max-width: 900px;\n  margin: 24px auto;\n  padding: 0;\n  box-sizing: border-box;\n}\n.scaler-carousel *,\n.scaler-carousel *::before,\n.scaler-carousel *::after {\n  box-sizing: border-box;\n}\n\n\/* Header *\/\n.scaler-header {\n  text-align: center;\n  margin-bottom: 20px;\n}\n.scaler-header-title {\n  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button:hover,\n.scaler-card-btns button:focus {\n  opacity: 0.88;\n  color: #ffffff;\n}\n.scaler-card-btns button svg {\n  flex-shrink: 0;\n}\n\n@media (max-width: 1000px) {\n  .scaler-carousel { max-width: 96vw; }\n}\n<\/style>\n\n\n<div class=\"scaler-carousel\">\n  <div class=\"scaler-header\">\n    <h2 class=\"scaler-header-title\"><span class=\"ez-toc-section\" id=\"transform-your-career\"><\/span>Transform Your Career<span class=\"ez-toc-section-end\"><\/span><\/h2>\n    <p class=\"scaler-header-subtitle\">Choose from our industry-leading programs designed for career success<\/p>\n  <\/div>\n\n  <div class=\"swiper scaler-swiper\">\n    <div class=\"swiper-wrapper\">\n\n      <!-- CARD 1 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><polyline points=\"16 18 22 12 16 6\"\/><polyline points=\"8 6 2 12 8 18\"\/><\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">Modern Software and AI Engineering Program<\/h3>\n              <p class=\"scaler-desc\">Master full-stack development with AI integration<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          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stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- CARD 2 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><ellipse cx=\"12\" cy=\"5\" rx=\"9\" ry=\"3\"\/><path d=\"M3 5v14c0 1.66 4.03 3 9 3s9-1.34 9-3V5\"\/><path d=\"M3 12c0 1.66 4.03 3 9 3s9-1.34 9-3\"\/><\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">Modern Data Science and ML with specialisation in AI<\/h3>\n              <p class=\"scaler-desc\">Advanced data science techniques with AI specialization<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n            <span class=\"scaler-logo-more\">+1000 more<\/span>\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/data-science-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- CARD 3 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 2L13.5 8.5L20 10L13.5 11.5L12 18L10.5 11.5L4 10L10.5 8.5L12 2Z\"\/><\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">Advanced AIML with Specialisation in Agentic AI<\/h3>\n              <p class=\"scaler-desc\">Deep dive into AIML with focus on Agentic systems<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n            <span class=\"scaler-logo-more\">+1000 more<\/span>\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/ai-machine-learning-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- CARD 4 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n                <path d=\"M17.5 19H9a7 7 0 1 1 6.71-9h1.79a4.5 4.5 0 1 1 0 9Z\" \/>\n                <path d=\"M9.2 15.2a3 3 0 1 0 4.24-4.24\" \/>\n              <\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">DevOps, Cloud &#038; AI Platform Engineering<\/h3>\n              <p class=\"scaler-desc\">Build and manage AI-powered cloud infrastructure<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n            <span class=\"scaler-logo-more\">+1000 more<\/span>\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/devops-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- CARD 5 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n                <line x1=\"3\" y1=\"22\" x2=\"21\" y2=\"22\" \/>\n                <line x1=\"6\" y1=\"18\" x2=\"6\" y2=\"11\" \/>\n                <line x1=\"10\" y1=\"18\" x2=\"10\" y2=\"11\" \/>\n                <line x1=\"14\" y1=\"18\" x2=\"14\" y2=\"11\" \/>\n                <line x1=\"18\" y1=\"18\" x2=\"18\" y2=\"11\" \/>\n                <polygon points=\"12 2 20 7 4 7\" \/>\n              <\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">AI Engineering Advanced Certification by IIT-Roorkee<\/h3>\n              <p class=\"scaler-desc\">Premier AI engineering certification from IIT-Roorkee<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">3 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-logo-strip\" src=\"https:\/\/scaler-blog-prod-wp-content.s3.ap-south-1.amazonaws.com\/wp-content\/uploads\/2026\/07\/08135139\/iitr-icons-strip.png\" alt=\"Program highlights\" loading=\"lazy\">\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- Continue for remaining cards (6\u20138) using same pattern -->\n\n    <\/div>\n    <div class=\"swiper-button-next\"><\/div>\n    <div class=\"swiper-button-prev\"><\/div>\n    <div class=\"swiper-pagination\"><\/div>\n  <\/div>\n<\/div>\n\n<!-- Swiper.js -->\n<script src=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.js\"><\/script>\n<script>\ndocument.addEventListener(\"DOMContentLoaded\", function () {\n  const pathParts = window.location.pathname.split(\"\/\").filter(Boolean);\n  const slug = pathParts[pathParts.length - 1] || \"\";\n  const readableSlug = encodeURIComponent(slug);\n  const buttons = document.querySelectorAll(\".scaler-card-btns button\");\n\n  buttons.forEach((btn) => {\n    const baseURL = btn.getAttribute(\"onclick\").match(\/'(.*?)'\/)[1];\n    if (!baseURL.includes(\"utm_source=\")) {\n      const separator = baseURL.includes(\"?\") ? \"&\" : \"?\";\n      const updatedURL = `${baseURL}${separator}utm_source=blog&utm_medium=program_carousel&utm_content=${readableSlug}`;\n      btn.setAttribute(\"onclick\", `window.open('${updatedURL}', '_blank')`);\n    }\n  });\n\n  new Swiper(\".scaler-swiper\", {\n    slidesPerView: 1,\n    spaceBetween: 28,\n    grabCursor: true,\n    navigation: { nextEl: \".swiper-button-next\", prevEl: \".swiper-button-prev\" },\n    pagination: { el: \".swiper-pagination\", dynamicBullets: true, clickable: true },\n    breakpoints: { 1000: { slidesPerView: 2 } },\n    keyboard: { enabled: true },\n  });\n});\n<\/script>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI Projects Showcase Real-World Problem-Solving<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Generative AI projects also help employers understand how you approach problems. A strong project explains:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The problem being solved<\/li>\n\n\n\n<li>The model or approach chosen<\/li>\n\n\n\n<li>How the system behaves in practice<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Projects such as chatbots, document assistants, or AI agents reflect real use cases that companies actively hire for. This is why job-focused Generative AI projects often carry significant weight along with academic exercises.<\/p>\n\n\n<meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n    <!-- Source Sans Pro (topics font) -->\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n    <link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\">\n    <script src=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.js\"><\/script>\n\n    <style>\n      :root {\n        \/* topics design tokens (variables.scss) *\/\n        --scaler-primary: #005bb3;          \/* primary-color-80 *\/\n        --scaler-primary-30: #8acaff;       \/* primary-color-30 *\/\n        --scaler-brand-blue: #255aad;\n        --scaler-live: #ee001d;             \/* accent-v5-60 *\/\n        --scaler-live-bg: #ffe6e9;          \/* accent-v5-10 *\/\n        --scaler-card-bg: #ffffff;          \/* neutral-scale-0 *\/\n        --scaler-surface: #f4f6f9;          \/* neutral-scale-2 *\/\n        --scaler-text-primary: #1a2c47;     \/* neutral-scale-12 *\/\n        --scaler-text-secondary: #61738e;   \/* neutral-scale-9 *\/\n        --scaler-border: #d6dee5;           \/* neutral-scale-4 *\/\n        --scaler-radius: 16px;\n        --scaler-radius-sm: 8px;\n        --scaler-shadow: 0 8px 16px 0 rgba(50, 71, 102, 0.16);\n      }\n\n      .scaler-events-carousel * { box-sizing: border-box; }\n\n      .scaler-events-carousel {\n        font-family: \"Source Sans 3\", \"Source Sans Pro\", \"Roboto\", Arial, sans-serif;\n        padding: 24px;\n        position: relative;\n        width: 100%;\n      }\n      .scaler-events-carousel__inner {\n        max-width: 1000px;\n        margin: 0 auto;\n        position: relative;\n        width: 100%;\n      }\n\n      \/* Header \u2014 calendar icon + \"Live Masterclasses\" *\/\n      .scaler-events-header {\n        display: flex;\n        align-items: center;\n        gap: 8px;\n        margin-bottom: 8px;\n        padding: 8px 0;\n      }\n      .scaler-events-header__icon { display: inline-flex; color: var(--scaler-text-primary); }\n      .scaler-events-header__icon svg { width: 24px; height: 24px; }\n      .scaler-events-header__title {\n        font-size: 18px;\n        font-weight: 700;\n        color: var(--scaler-text-primary);\n        line-height: 1.3;\n        margin: 0;\n      }\n\n      \/* Swiper wrap (holds side arrows) *\/\n      .scaler-events-swiper-wrap { position: relative; }\n      .scaler-events-carousel .swiper { width: 100%; padding: 4px; }\n      .scaler-event-swiper .swiper-slide {\n        width: 296px;          \/* topics card_container width *\/\n        height: auto;\n        display: flex;\n      }\n\n      \/* Event Card \u2014 matches topics EventCard *\/\n      .scaler-event-card {\n        background: var(--scaler-card-bg);\n        border: 1px solid var(--scaler-border);\n        border-radius: var(--scaler-radius);\n        padding: 16px;\n        display: flex;\n        flex-direction: column;\n        height: 100%;\n        width: 100%;\n        cursor: pointer;\n      }\n\n      \/* Header row: headshot + title\/name *\/\n      .scaler-event-card__header { display: flex; align-items: flex-start; }\n      .scaler-event-card__image-wrapper {\n        position: relative;\n        width: 88px;\n        height: 88px;\n        min-width: 88px;\n        border-radius: var(--scaler-radius-sm);\n        overflow: hidden;\n        background: var(--scaler-primary-30);\n      }\n      .scaler-event-card__image {\n        position: absolute;\n        top: 0; left: 0;\n        width: 100%; height: 100%;\n        object-fit: cover;\n      }\n      \/* attendee-count footer (default) *\/\n      .scaler-event-card__img-footer {\n        position: absolute;\n        left: 0; right: 0; bottom: 0;\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        gap: 4px;\n        padding: 1px 8px;\n        background: var(--scaler-surface);\n        color: var(--scaler-text-primary);\n        font-size: 13px;\n        line-height: 22px;\n      }\n      .scaler-event-card__img-footer svg { width: 14px; height: 14px; }\n      \/* live chip (shown when status === current) *\/\n      .scaler-event-card__live-badge {\n        position: absolute;\n        left: 0; right: 0; bottom: 0;\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        gap: 5px;\n        padding: 1px 8px;\n        background: var(--scaler-live-bg);\n        color: var(--scaler-live);\n        font-size: 12px;\n        line-height: 22px;\n        text-transform: uppercase;\n        letter-spacing: 0.18em;\n      }\n      .scaler-event-card__live-badge::before {\n        content: \"\";\n        width: 6px; height: 6px;\n        background: var(--scaler-live);\n        border-radius: 50%;\n      }\n      .scaler-event-card__text { margin-left: 16px; min-width: 0; }\n      .scaler-event-card__title {\n        font-size: 20px;\n        font-weight: 600;\n        color: var(--scaler-text-primary);\n        margin: 0;\n        line-height: 1.4;\n        display: -webkit-box;\n        -webkit-line-clamp: 2;\n        -webkit-box-orient: vertical;\n        overflow: hidden;\n      }\n      .scaler-event-card__speaker {\n        margin-top: 8px;\n        font-size: 14px;\n        line-height: 1.4;\n        color: var(--scaler-text-primary);\n      }\n\n      \/* Takeaways *\/\n      .scaler-event-card__takeaways {\n        margin-top: 12px;\n        min-height: 50px;\n        max-height: 50px;\n        overflow: hidden;\n      }\n      .scaler-event-card__takeaway-item {\n        display: flex;\n        align-items: flex-start;\n        gap: 6px;\n      }\n      .scaler-event-card__dot {\n        width: 4px; height: 4px;\n        min-width: 4px;\n        border-radius: 50%;\n        background: var(--scaler-text-secondary);\n        margin-top: 11px;\n      }\n      .scaler-event-card__takeaway-text {\n        flex: 1;\n        min-width: 0;\n        font-size: 14px;\n        line-height: 24px;\n        color: var(--scaler-text-primary);\n        white-space: nowrap;\n        overflow: hidden;\n        text-overflow: ellipsis;\n      }\n      .scaler-event-card__knowmore,\n      .scaler-event-card__knowmore:link,\n      .scaler-event-card__knowmore:visited {\n        flex-shrink: 0;\n        font-size: 14px;\n        line-height: 24px;\n        color: var(--scaler-primary) !important;\n        text-decoration: none;\n        white-space: nowrap;\n      }\n      .scaler-event-card__knowmore:hover { text-decoration: underline; }\n\n      \/* Date + duration *\/\n      .scaler-event-card__meta {\n        display: flex;\n        align-items: center;\n        justify-content: space-between;\n        margin-top: 20px;\n        font-size: 13px;\n        line-height: 24px;\n        color: var(--scaler-text-primary);\n      }\n      .scaler-event-card__duration {\n        display: flex;\n        align-items: center;\n        gap: 4px;\n      }\n      .scaler-event-card__duration svg { width: 15px; height: 15px; }\n\n      .scaler-event-card__spacer { flex-grow: 1; min-height: 4px; }\n\n      \/* CTA \u2014 outlined \"Register with 1-Click\" *\/\n      .scaler-event-card__cta,\n      .scaler-event-card__cta:link,\n      .scaler-event-card__cta:visited {\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        width: 100%;\n        margin-top: 16px;\n        padding: 8px;\n        background: transparent;\n        color: var(--scaler-primary) !important;\n        font-family: inherit;\n        font-size: 14px;\n        font-weight: 600;\n        line-height: 24px;\n        text-decoration: none;\n        border: 1px solid var(--scaler-primary);\n        border-radius: var(--scaler-radius-sm);\n        cursor: pointer;\n        transition: background 0.2s ease, color 0.2s ease;\n      }\n      .scaler-event-card__cta:hover,\n      .scaler-event-card__cta:focus {\n        background: var(--scaler-primary);\n        color: #fff !important;\n      }\n\n      \/* Side navigation arrows *\/\n      .scaler-events-nav__btn {\n        position: absolute !important;\n        top: 50% !important;\n        transform: translateY(-50%) !important;\n        z-index: 2;\n        width: 46px !important;\n        height: 46px !important;\n        min-width: 46px;\n        display: flex !important;\n        align-items: center;\n        justify-content: center;\n        padding: 0 !important;\n        background: var(--scaler-card-bg) !important;\n        border: none !important;\n        border-radius: var(--scaler-radius-sm) !important;\n        box-shadow: var(--scaler-shadow) !important;\n        color: var(--scaler-text-secondary) !important;\n        cursor: pointer;\n        transition: opacity 0.2s ease, visibility 0.2s ease;\n      }\n      .scaler-nav-prev { left: 8px !important; }\n      .scaler-nav-next { right: 8px !important; }\n      .scaler-events-nav__btn svg {\n        width: 20px !important;\n        height: 20px !important;\n        fill: var(--scaler-text-secondary) !important;\n      }\n      .scaler-events-nav__btn.swiper-button-disabled {\n        opacity: 0;\n        visibility: hidden;\n        pointer-events: none;\n      }\n\n      \/* View All Events *\/\n      .scaler-events-viewall,\n      .scaler-events-viewall:link,\n      .scaler-events-viewall:visited {\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        gap: 6px;\n        margin-top: 12px;\n        font-size: 14px;\n        font-weight: 600;\n        color: var(--scaler-brand-blue) !important;\n        text-decoration: none;\n      }\n      .scaler-events-viewall:hover { text-decoration: underline; }\n      .scaler-events-viewall svg { width: 16px; height: 16px; fill: var(--scaler-brand-blue); }\n\n      \/* hide swiper defaults *\/\n      .scaler-events-pagination { display: none; }\n      .scaler-events-carousel .swiper-button-prev,\n      .scaler-events-carousel .swiper-button-next { display: none; }\n\n      \/* Skeleton & Empty States *\/\n      .scaler-event-card--skeleton { pointer-events: none; }\n      .scaler-event-card--skeleton .scaler-event-card__image-wrapper,\n      .scaler-event-card--skeleton .scaler-event-card__title,\n      .scaler-event-card--skeleton .scaler-event-card__speaker,\n      .scaler-event-card--skeleton .scaler-event-card__takeaways,\n      .scaler-event-card--skeleton .scaler-event-card__meta,\n      .scaler-event-card--skeleton .scaler-event-card__cta {\n        background: linear-gradient(90deg, var(--scaler-border) 25%, var(--scaler-surface) 50%, var(--scaler-border) 75%);\n        background-size: 200% 100%;\n        animation: shimmer 1.5s infinite;\n        color: transparent !important;\n        border-color: transparent !important;\n        border-radius: 4px;\n      }\n      .scaler-event-card--skeleton .scaler-event-card__title { min-height: 44px; }\n      .scaler-event-card--skeleton .scaler-event-card__speaker { min-height: 16px; }\n      .scaler-event-card--skeleton .scaler-event-card__meta { min-height: 24px; }\n      .scaler-event-card--skeleton .scaler-event-card__cta { min-height: 40px; }\n      .scaler-event-card--skeleton .scaler-event-card__image,\n      .scaler-event-card--skeleton .scaler-event-card__img-footer,\n      .scaler-event-card--skeleton .scaler-event-card__live-badge { display: none; }\n\n      @keyframes shimmer {\n        0% { background-position: 200% 0; }\n        100% { background-position: -200% 0; }\n      }\n\n      .scaler-events-empty {\n        text-align: center;\n        padding: 40px 20px;\n        color: var(--scaler-text-secondary);\n        font-size: 15px;\n      }\n\n      @media (max-width: 768px) {\n        .scaler-events-carousel { padding: 16px; }\n        .scaler-event-swiper .swiper-slide { width: calc(100vw - 52px); }\n        .scaler-events-nav__btn { display: none; }\n      }\n    <\/style>\n\n\n\n    <div class=\"scaler-events-carousel js-scaler-carousel\">\n\n      <template class=\"js-event-card-template\">\n        <div class=\"swiper-slide\">\n          <article class=\"scaler-event-card\">\n            <div class=\"scaler-event-card__header\">\n              <div class=\"scaler-event-card__image-wrapper\">\n                <img decoding=\"async\" src=\"\" alt=\"\" class=\"scaler-event-card__image\" loading=\"lazy\">\n                <div class=\"scaler-event-card__img-footer\">\n                  <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M11.199 7.957c-3.086 0-5.588 2.502-5.588 5.588s2.502 5.588 5.588 5.588c3.086 0 5.588-2.502 5.588-5.588s-2.502-5.588-5.588-5.588zM3.611 13.545c0-4.191 3.397-7.588 7.588-7.588s7.588 3.397 7.588 7.588c0 4.191-3.397 7.588-7.588 7.588s-7.588-3.397-7.588-7.588z\"\/><path d=\"M21.090 6.369h0.003c1.989 0 3.897 0.79 5.303 2.197s2.197 3.314 2.197 5.303-0.79 3.897-2.197 5.303c-1.406 1.407-3.314 2.197-5.303 2.197-0.552 0-1-0.448-1-1s0.448-1 1-1c1.459 0 2.858-0.579 3.889-1.611s1.611-2.43 1.611-3.889c0-1.459-0.58-2.858-1.611-3.889s-2.429-1.611-3.888-1.611c-0.507 0.002-1.013 0.070-1.502 0.203-0.533 0.145-1.082-0.17-1.227-0.703s0.17-1.082 0.703-1.227c0.659-0.179 1.339-0.27 2.021-0.272z\"\/><path d=\"M10.906 21.364c-1.605 0-3.186 0.386-4.61 1.126s-2.649 1.811-3.572 3.124c-0.318 0.452-0.941 0.561-1.393 0.243s-0.561-0.941-0.243-1.393c1.107-1.576 2.577-2.862 4.286-3.749s3.606-1.351 5.532-1.351 3.823 0.463 5.532 1.351c1.709 0.888 3.179 2.174 4.286 3.749 0.318 0.452 0.209 1.076-0.243 1.393s-1.076 0.209-1.393-0.243c-0.923-1.313-2.148-2.385-3.572-3.124s-3.005-1.126-4.61-1.126z\"\/><\/svg>\n                  <span class=\"js-event-count\"><\/span>\n                <\/div>\n                <div class=\"scaler-event-card__live-badge\" style=\"display: none;\">Live<\/div>\n              <\/div>\n              <div class=\"scaler-event-card__text\">\n                <h3 class=\"scaler-event-card__title\"><\/h3>\n                <div class=\"scaler-event-card__speaker js-event-speaker\"><\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"scaler-event-card__takeaways js-event-takeaways\"><\/div>\n\n            <div class=\"scaler-event-card__spacer\"><\/div>\n\n            <div class=\"scaler-event-card__meta\">\n              <span class=\"js-event-date\"><\/span>\n              <span class=\"scaler-event-card__duration\">\n                <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M16 6.333c6.443 0 11.667 5.223 11.667 11.667s-5.223 11.667-11.667 11.667c-6.443 0-11.667-5.223-11.667-11.667v0c0.008-6.44 5.226-11.659 11.666-11.667h0.001zM16 28.333c5.707 0 10.333-4.626 10.333-10.333s-4.626-10.333-10.333-10.333c-5.707 0-10.333 4.626-10.333 10.333v0c0.007 5.704 4.629 10.326 10.333 10.333h0.001z\"\/><path d=\"M16 18.667c-0 0-0.001 0-0.001 0-0.184 0-0.35-0.074-0.471-0.195v0c-0.121-0.121-0.195-0.287-0.195-0.471s0.075-0.351 0.195-0.471l4.951-4.952c0.121-0.121 0.287-0.195 0.471-0.195s0.351 0.075 0.471 0.195v0c0.121 0.121 0.195 0.287 0.195 0.471s-0.075 0.351-0.195 0.471l-4.949 4.951c-0.121 0.121-0.288 0.196-0.472 0.196v0z\"\/><path d=\"M19 3.667h-6c-0.368 0-0.667-0.298-0.667-0.667v0c0-0.368 0.298-0.667 0.667-0.667v0h6c0.368 0 0.667 0.298 0.667 0.667v0c0 0.368-0.298 0.667-0.667 0.667v0z\"\/><\/svg>\n                <span class=\"js-event-duration\"><\/span>\n              <\/span>\n            <\/div>\n\n            <a href=\"#\" class=\"scaler-event-card__cta js-event-cta\">Register with 1-Click<\/a>\n          <\/article>\n        <\/div>\n      <\/template>\n\n      <div class=\"scaler-events-carousel__inner\">\n        <header class=\"scaler-events-header\">\n          <span class=\"scaler-events-header__icon\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 33 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M6.406 6.8c-0.11 0-0.2 0.090-0.2 0.2v20c0 0.11 0.090 0.2 0.2 0.2h20c0.11 0 0.2-0.090 0.2-0.2v-20c0-0.11-0.090-0.2-0.2-0.2h-20zM4.606 7c0-0.994 0.806-1.8 1.8-1.8h20c0.994 0 1.8 0.806 1.8 1.8v20c0 0.994-0.806 1.8-1.8 1.8h-20c-0.994 0-1.8-0.806-1.8-1.8v-20z\"\/><path d=\"M22.406 3.2c0.442 0 0.8 0.358 0.8 0.8v4c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-4c0-0.442 0.358-0.8 0.8-0.8z\"\/><path d=\"M10.406 3.2c0.442 0 0.8 0.358 0.8 0.8v4c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-4c0-0.442 0.358-0.8 0.8-0.8z\"\/><path d=\"M4.606 12c0-0.442 0.358-0.8 0.8-0.8h22c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-22c-0.442 0-0.8-0.358-0.8-0.8z\"\/><path d=\"M21.488 16.451c0.303 0.322 0.288 0.828-0.034 1.131l-5.838 5.5c-0.309 0.291-0.791 0.29-1.099-0.002l-3.162-3c-0.321-0.304-0.334-0.81-0.030-1.131s0.81-0.334 1.131-0.030l2.614 2.48 5.287-4.981c0.322-0.303 0.828-0.288 1.131 0.034z\"\/><\/svg>\n          <\/span>\n          <h2 class=\"scaler-events-header__title\"><span class=\"ez-toc-section\" id=\"live-masterclasses\"><\/span>Live Masterclasses<span class=\"ez-toc-section-end\"><\/span><\/h2>\n        <\/header>\n\n        <div class=\"scaler-events-swiper-wrap\">\n          <div class=\"swiper scaler-event-swiper\">\n            <div class=\"swiper-wrapper scaler-events-wrapper\"><\/div>\n            <div class=\"swiper-pagination scaler-events-pagination\"><\/div>\n          <\/div>\n\n          <button class=\"scaler-events-nav__btn scaler-nav-prev\" aria-label=\"Previous slide\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(-90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n          <button class=\"scaler-events-nav__btn scaler-nav-next\" aria-label=\"Next slide\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n        <\/div>\n\n        <a class=\"scaler-events-viewall\" href=\"https:\/\/www.scaler.com\/events\/\">\n          <span>View All Events<\/span>\n          <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n        <\/a>\n      <\/div>\n    <\/div>\n\n    <script>\n    document.addEventListener(\"DOMContentLoaded\", () => {\n\n      const monthNames = [\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"];\n\n      function formatTime(st) {\n        const t = new Date(st);\n        const date = t.getDate();\n        const month = monthNames[t.getMonth()];\n        const year = t.getFullYear();\n        const h = t.getHours();\n        const m = String(t.getMinutes()).padStart(2, \"0\");\n        let time;\n        if (h === 0) time = `12:${m} AM`;\n        else if (h === 12) time = `12:${m} PM`;\n        else if (h > 12) time = `${h - 12}:${m} PM`;\n        else time = `${h}:${m} AM`;\n        return `${date} ${month} ${year} | ${time}`;\n      }\n\n      const carouselInstances = document.querySelectorAll('.js-scaler-carousel');\n\n      carouselInstances.forEach(container => {\n\n          if(container.dataset.initialized === \"true\") return;\n          container.dataset.initialized = \"true\";\n\n          const swiperElement = 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> 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n\n            events.forEach(event => {\n              const attr = event.attributes;\n              const cd = attr.custom_data || {};\n              const clone = template.content.cloneNode(true);\n              const joinUrl = `\/event\/${attr.slug}\/?utm_source=blog&utm_medium=master_class&utm_content=${currentSlug}`;\n\n              \/\/ Instructor headshot\n              const instructor = (cd.instructors && cd.instructors[0]) || {};\n              const img = clone.querySelector(\".scaler-event-card__image\");\n              img.src = instructor.media_url || attr.image_url ||\n                \"https:\/\/images.unsplash.com\/photo-1531891437562-4301cf35b7e4?w=200&h=200&fit=crop\";\n              img.alt = instructor.name || attr.instructor_name || attr.title;\n\n              \/\/ Title + speaker\n              clone.querySelector(\".scaler-event-card__title\").textContent = attr.title;\n              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\"https:\/\/www.scaler.com\/api\/v4\/events?event_type[]=company&distributor=scaler&type=upcoming&serializer_mode=L2&limit=8&program[]=software_development&program[]=data_science&program[]=devops&program[]=ai_ml\"\n              );\n              const json = await res.json();\n              const events = json.data || [];\n              renderEvents(events);\n            } catch (error) {\n              console.error(\"Failed to load events:\", error);\n              if(swiperWrapper) swiperWrapper.innerHTML = `<div class=\"scaler-events-empty\">Failed to load events.<\/div>`;\n            }\n          }\n\n          fetchEvents();\n      });\n    });\n    <\/script>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"best-generative-ai-projects-to-build-in-2026-portfolio-ready-job-focused\"><\/span><strong>Best Generative AI Projects to Build in 2026 (Portfolio-Ready + Job-Focused)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Below, we have listed 10 Generative AI project ideas that are doable and can also enhance your portfolio.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. RAG-Powered Enterprise Document Assistant<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This project focuses on building a system that helps teams search and query large sets of enterprise documents such as PDFs, reports, and internal manuals. It reflects a common requirement in companies where information is spread across multiple files.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Breaking documents into smaller sections for processing<\/li>\n\n\n\n<li>Converting text into embeddings and storing them in a vector database<\/li>\n\n\n\n<li>Retrieving relevant sections based on a query<\/li>\n\n\n\n<li>Using a language model to generate answers grounded in retrieved content<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tools and Frameworks<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.llamaindex.ai\/\" data-type=\"link\" data-id=\"https:\/\/www.llamaindex.ai\/\" rel=\"nofollow noopener\" target=\"_blank\">LlamaIndex<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.langchain.com\/\" data-type=\"link\" data-id=\"https:\/\/www.langchain.com\/\" rel=\"nofollow noopener\" target=\"_blank\">LangChain<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.pinecone.io\/\" data-type=\"link\" data-id=\"https:\/\/www.pinecone.io\/\" rel=\"nofollow noopener\" target=\"_blank\">Pinecone<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This project can help you explain how you design end-to-end Generative AI systems. You can discuss data ingestion, retrieval logic, and how you ensure responses stay aligned with source documents.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. AI Customer Support Chatbot (LLM-Driven)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Here, you will be building a chatbot that can handle common customer support tasks such as answering FAQs and guiding users through basic troubleshooting. It reflects how many companies use Generative AI to improve support operations and reduce response time.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fine-tuning a language model or guiding it with structured prompts<\/li>\n\n\n\n<li>Connecting the chatbot to a knowledge base using RAG<\/li>\n\n\n\n<li>Handling customer questions using retrieved context rather than fixed replies<\/li>\n\n\n\n<li>Designing simple flows for issue resolution<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tools and Frameworks<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hugging Face or OpenAI API<\/li>\n\n\n\n<li>LangChain for retrieval and orchestration<\/li>\n\n\n\n<li>Vector database for storing support documents<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In interviews, this project can help you explain how Generative AI can improve customer operations. You can discuss response accuracy, handling edge cases, and how such systems can grow further.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>If you want a guided path to build these portfolio-ready projects (instead of figuring the stack out solo), you can explore the <em><a href=\"https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course\" data-type=\"link\" data-id=\"https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course\">AI Engineering course by Scaler<\/a><\/em>.<\/strong> It\u2019s structured around practical outcomes\u2014LLMs, RAG-style systems, deployment, and project work\u2014so you\u2019re building real artifacts you can showcase during hiring.<\/p>\n\n\n\n<!DOCTYPE html>\n<html>\n  <head>\n    <title>Hello World!<\/title>\n    <link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n    <link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Lato:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n    <style>\n      .iitr_banner_container {\n        font-family: lato;\n        display: flex;\n        flex-direction: row;\n        justify-content: space-between;\n        border-radius: 16px;\n        background: linear-gradient(88deg, #19000F 24.45%, #66003F 83.33%);\n        position: relative;\n\n        @media (max-width: 768px) {\n          min-height: 450px;\n          overflow: hidden;\n          flex-direction: column;\n        }\n      }\n      .iitr_banner_content {\n        display: flex;\n        flex-direction: column;\n        align-items: flex-start;\n        justify-content: center;\n        padding: 20px;\n        max-width: 50%;\n\n        @media (max-width: 768px) {\n          max-width: 100%;\n        }\n      }\n      .iitr_banner_title {\n        font-size: 24px;\n        font-weight: bold;\n        color: #FFFFFF;\n\n        @media (max-width: 768px) {\n          font-size: 20px;\n        }\n      }\n      .iitr_banner_title_highlight {\n        color: #FF0071;\n      }\n      .iitr_banner_subtitle {\n        font-size: 14px;\n        color: #FFFFFF;\n        margin: 10px 0;\n      }\n      .iitr_banner_btn {\n        display: flex;\n        justify-content: center;\n        align-items: center;\n        padding: 8px 48px;\n        background-color: #F8F9F9;\n        border-radius: 8px;\n        border: 1px solid #E3E8E8;\n        font-size: 1.4rem;\n        font-weight: 600;\n        color: #0D3231;\n        text-decoration: none;\n        margin-top: 16px;\n\n        @media (max-width: 768px) {\n          padding: 8px 32px;\n        }\n      }\n      .iitr_banner_image {\n        position: absolute;\n        bottom: 0;\n        right: 0;\n\n        @media (max-width: 768px) {\n          right: auto;\n          object-fit: cover;\n          min-width: 100%\n        }\n      }\n      .iitr_banner_image_logo {\n        margin-bottom: 16px;\n        \n        @media (max-width: 768px) {\n          width: 240px;\n        }\n      }\n\n      \/* Responsive visibility utilities *\/\n      .show-in-mobile {\n        display: none;\n      }\n      .hide-in-mobile {\n        display: block;\n      }\n\n      \/* Mobile breakpoint (768px and below) *\/\n      @media (max-width: 768px) {\n        .show-in-mobile {\n          display: block;\n        }\n        .hide-in-mobile {\n          display: none;\n        }\n      }\n    <\/style>\n  <\/head>\n  <body>\n      <div class=\"iitr_banner_container\">\n        <div class=\"iitr_banner_content\">\n          <img decoding=\"async\" src=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/176\/281\/original\/Frame_1430102419.svg?1769058073\" class=\"iitr_banner_image_logo\" \/>\n          <div class=\"iitr_banner_title\">\n            AI Engineering Course Advanced Certification by \n            <span class=\"iitr_banner_title_highlight\">\n              IIT-Roorkee CEC\n            <\/span>\n          <\/div>\n          <div class=\"iitr_banner_subtitle\">\n            A hands on AI engineering program covering Machine Learning, Generative AI, and LLMs &#8211; designed for working professionals &#038; delivered by IIT Roorkee in collaboration with Scaler.\n          <\/div>\n          <a class=\"iitr_banner_btn\" href=\"#\" id=\"iitr_banner_btn\">Enrol Now<\/a>\n        <\/div>\n        <!-- Desktop Image -->\n        <img decoding=\"async\" class=\"iitr_banner_image hide-in-mobile\" src=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/176\/282\/original\/iitr_2.svg?1769058132\" \/>\n        <!-- Mobile Image -->\n        <img decoding=\"async\" class=\"iitr_banner_image show-in-mobile\" src=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/176\/283\/original\/iitr_2_%281%29.svg?1769059469\" \/>\n      <\/div>\n      <script>\n        document.addEventListener(\"DOMContentLoaded\", () => {\n          const pathParts = location.pathname.split(\"\/\").filter(Boolean);\n          const currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n          const url = `https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course?utm_source=blog&utm_medium=iit_roorkee&utm_content=${currentSlug}`;\n          const btns = document.querySelectorAll(\".iitr_banner_btn\");\n          btns.forEach(btn => {\n            btn.href = url;\n          });\n        });\n      <\/script>\n  <\/body>\n<\/html>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. AI Agent for Email and Task Automation<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">If you want to build a project that is relatable and effective in all streams of work, then you can create an AI agent that can handle everyday work tasks such as drafting emails, scheduling actions, and planning simple workflows. It will show how companies use AI agents to automate routine operations and internal processes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Defining tasks the agent can perform, such as writing emails or creating reminders<\/li>\n\n\n\n<li>Allowing the agent to choose and use tools based on the task<\/li>\n\n\n\n<li>Adding simple planning logic so tasks happen in the right order<\/li>\n\n\n\n<li>Handling follow-up steps based on outcomes<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tools and Frameworks<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LangChain Agents<\/li>\n\n\n\n<li>AutoGen<\/li>\n\n\n\n<li><a href=\"https:\/\/www.crewai.com\/\" data-type=\"link\" data-id=\"https:\/\/www.crewai.com\/\" rel=\"nofollow noopener\" target=\"_blank\">CrewAI<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">While explaining this project in interviews, you can talk about tool usage, planning logic, and how agents operate with limited supervision, which is highly relevant for AI automation and agent-based roles.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Multimodal AI App (Image + Text + Vision-Language)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A multipurpose project can be a great addition to your portfolio, and for that, you need to build an application that works with both images and text, which is increasingly common in 2026. Multimodal Generative AI systems are widely used in areas like e-commerce, content creation, and visual search.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Processing images and text together using vision-language models<\/li>\n\n\n\n<li>Generating image captions or tags from visual inputs<\/li>\n\n\n\n<li>Matching images with text descriptions for search or categorisation<\/li>\n\n\n\n<li>Automating simple workflows, such as social media content creation<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Models and Tools<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CLIP<\/li>\n\n\n\n<li>BLIP-2<\/li>\n\n\n\n<li>LLaVA<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">So when you explain this model in your interviews, always remember to mention the complexities of a multipurpose model and how it is useful in almost any sphere of work. You can discuss examples like product tagging, visual search, and content automation, which are commonly asked about in e-commerce and computer-vision-focused startups.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. Custom Fine-Tuned LLM for a Specific Domain<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This project focuses on adapting a general language model to a specific domain, such as finance, healthcare, or legal text. Fine-tuning is widely used when companies need models to follow domain language, rules, and terminology more closely.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Preparing a clean, domain-specific dataset<\/li>\n\n\n\n<li>Applying parameter-efficient fine-tuning techniques like LoRA or QLoRA<\/li>\n\n\n\n<li>Training the model on task-relevant data<\/li>\n\n\n\n<li>Evaluating outputs for accuracy and consistency<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tools and Frameworks<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LoRA \/ QLoRA<\/li>\n\n\n\n<li>Hugging Face training tools<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">When asked in interviews about what value your skills can add in practicality, do mention this project, as it can definitely support your claims, experience, and validate your skills. You can discuss dataset preparation, training trade-offs, and why fine-tuning is chosen over prompting or RAG in certain use cases.<\/p>\n\n\n<meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n    <!-- Source Sans Pro (topics font) -->\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n    <link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\">\n    <script src=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.js\"><\/script>\n\n    <style>\n      :root {\n        --cl-primary: #005bb3;\n        --cl-brand-blue: #255aad;\n        --cl-card-bg: #ffffff;\n        --cl-surface: #f6f7f8;\n        --cl-border: #d6dee5;\n        --cl-text-primary: #1a2c47;   \/* neutral-scale-12 *\/\n        --cl-text-secondary: #61738e; \/* neutral-scale-9 *\/\n        --cl-radius: 16px;\n        --cl-radius-sm: 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display: flex !important; align-items: center; justify-content: center;\n        padding: 0 !important;\n        background: var(--cl-card-bg) !important;\n        border: none !important;\n        border-radius: var(--cl-radius-sm) !important;\n        box-shadow: var(--cl-shadow) !important;\n        color: var(--cl-text-secondary) !important;\n        cursor: pointer;\n        transition: opacity 0.2s ease, visibility 0.2s ease;\n      }\n      .scaler-courses__nav--prev { left: 8px !important; }\n      .scaler-courses__nav--next { right: 8px !important; }\n      .scaler-courses__nav svg { width: 20px !important; height: 20px !important; fill: var(--cl-text-secondary) !important; }\n      .scaler-courses__nav.swiper-button-disabled { opacity: 0; visibility: hidden; pointer-events: none; }\n\n      .scaler-courses .swiper-button-prev,\n      .scaler-courses .swiper-button-next,\n      .scaler-courses .swiper-pagination { display: none; }\n\n      \/* Skeleton *\/\n      .scaler-course-card--skeleton { pointer-events: none; }\n      .scaler-course-card--skeleton .scaler-course-card__image,\n      .scaler-course-card--skeleton .scaler-course-card__heading,\n      .scaler-course-card--skeleton .scaler-course-card__instructor,\n      .scaler-course-card--skeleton .scaler-course-card__desc,\n      .scaler-course-card--skeleton .scaler-course-card__footer {\n        background: linear-gradient(90deg, var(--cl-border) 25%, var(--cl-surface) 50%, var(--cl-border) 75%);\n        background-size: 200% 100%;\n        animation: cl-shimmer 1.5s infinite;\n        color: transparent !important;\n        border-radius: 4px;\n      }\n      .scaler-course-card--skeleton .scaler-course-card__heading { height: 24px; margin: 0 0 8px; }\n      .scaler-course-card--skeleton .scaler-course-card__instructor { height: 16px; }\n      .scaler-course-card--skeleton .scaler-course-card__footer { height: 20px; }\n      @keyframes cl-shimmer { 0% { background-position: 200% 0; } 100% { background-position: -200% 0; } }\n\n      .scaler-courses__empty { display: none; }\n\n      @media (max-width: 768px) {\n        .scaler-courses { padding: 16px; }\n        .scaler-courses-swiper .swiper-slide { width: 260px; }\n        .scaler-courses__nav { display: none !important; }\n      }\n    <\/style>\n\n\n    <div class=\"scaler-courses js-scaler-courses\">\n\n      <template class=\"js-course-card-template\">\n        <div class=\"swiper-slide\">\n          <a class=\"scaler-course-card js-course-link\" href=\"#\" target=\"_blank\" rel=\"noopener\">\n            <img decoding=\"async\" class=\"scaler-course-card__image js-course-image\" src=\"\" alt=\"\" loading=\"lazy\">\n            <div class=\"scaler-course-card__detail\">\n              <div class=\"scaler-course-card__heading js-course-title\"><\/div>\n              <div class=\"scaler-course-card__instructor js-course-instructor\"><\/div>\n              <div class=\"scaler-course-card__desc js-course-desc\"><\/div>\n              <div class=\"scaler-course-card__footer\">\n                <span class=\"scaler-course-card__stat js-course-star\">\n                  <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M14.83 2.868c0.342-0.239 0.75-0.368 1.168-0.368s0.826 0.128 1.168 0.368c0.338 0.236 0.596 0.569 0.741 0.955l2.759 6.936c0.003 0.007 0.007 0.013 0.013 0.017s0.013 0.007 0.020 0.007l7.402 0.476c0.411 0.036 0.802 0.194 1.124 0.452s0.559 0.607 0.683 1 0.127 0.815 0.011 1.211c-0.116 0.396-0.347 0.748-0.664 1.013l-5.655 4.714c-0.013 0.011-0.022 0.025-0.028 0.040s-0.006 0.032-0.002 0.047l1.821 7.163c0.107 0.395 0.094 0.812-0.037 1.2-0.133 0.391-0.38 0.734-0.71 0.983s-0.727 0.393-1.14 0.413c-0.413 0.020-0.822-0.084-1.175-0.3l-0.015-0.009-6.307-4.005c-0.004-0.003-0.009-0.004-0.014-0.004s-0.009 0.001-0.013 0.004l-5.876 3.721c-0.389 0.235-0.839 0.347-1.292 0.323s-0.889-0.184-1.251-0.459c-0.361-0.275-0.632-0.652-0.777-1.082-0.143-0.426-0.157-0.885-0.038-1.319l1.684-6.629c0.004-0.016 0.003-0.033-0.002-0.049s-0.015-0.030-0.027-0.040l-5.653-4.714c-0.317-0.264-0.548-0.617-0.664-1.013s-0.112-0.817 0.011-1.211c0.124-0.394 0.361-0.742 0.683-1s0.713-0.416 1.124-0.452l0.023-0.002 7.38-0.476c0.007-0 0.014-0.003 0.020-0.007s0.010-0.010 0.013-0.017l0.008-0.020 2.746-6.913c0.145-0.386 0.403-0.719 0.741-0.956z\"\/><\/svg>\n                  <span class=\"js-course-star-val\"><\/span>\n                <\/span>\n                <span class=\"scaler-course-card__stat\">\n                  <img decoding=\"async\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/user-check-dark.svg\" alt=\"Enrolled\" loading=\"lazy\">\n                  <span class=\"js-course-reg\"><\/span>\n                <\/span>\n              <\/div>\n            <\/div>\n          <\/a>\n        <\/div>\n      <\/template>\n\n      <div class=\"scaler-courses__inner\">\n        <div class=\"scaler-courses__header\">\n          <span class=\"scaler-courses__header-icon\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M26.259 23.289h-20.518c-1.193 0-2.16-0.967-2.16-2.16v0-14.588c0-1.193 0.967-2.16 2.16-2.16v0h20.518c1.193 0 2.16 0.967 2.16 2.16v0 14.588c0 1.193-0.967 2.16-2.16 2.16v0zM5.741 5.501c-0.574 0-1.040 0.466-1.040 1.040v0 14.588c0 0.574 0.466 1.040 1.040 1.040v0h20.518c0.574 0 1.040-0.466 1.040-1.040v0-14.588c0-0.574-0.466-1.040-1.040-1.040v0z\"\/><path d=\"M19.764 27.619h-7.53c-0.309 0-0.56-0.251-0.56-0.56v0c0-0.309 0.251-0.56 0.56-0.56h7.53c0.309 0 0.56 0.251 0.56 0.56v0c0 0.309-0.251 0.56-0.56 0.56v0z\"\/><path d=\"M14.023 9.322c0.116 0 0.223 0.035 0.312 0.096l-0.002-0.001 5.93 3.953c0.151 0.102 0.249 0.272 0.249 0.466s-0.098 0.364-0.247 0.465l-0.002 0.001-5.93 3.953c-0.087 0.059-0.195 0.094-0.31 0.094-0.309 0-0.56-0.25-0.56-0.559v-7.906c0-0.309 0.251-0.56 0.56-0.56v0zM18.943 13.835l-4.36-2.906v5.813z\"\/><\/svg>\n          <\/span>\n          <h2 class=\"scaler-courses__title\"><span class=\"ez-toc-section\" id=\"free-courses-by-top-scaler-instructors\"><\/span>Free Courses by top Scaler instructors<span class=\"ez-toc-section-end\"><\/span><\/h2>\n        <\/div>\n\n        <div class=\"scaler-courses__swiper-wrap\">\n          <div class=\"swiper scaler-courses-swiper\">\n            <div class=\"swiper-wrapper js-courses-wrapper\"><\/div>\n            <div class=\"swiper-pagination\"><\/div>\n          <\/div>\n\n          <button class=\"scaler-courses__nav scaler-courses__nav--prev js-courses-prev\" aria-label=\"Previous\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(-90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n          <button class=\"scaler-courses__nav scaler-courses__nav--next js-courses-next\" aria-label=\"Next\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <script>\n    document.addEventListener(\"DOMContentLoaded\", () => {\n      const EXTRA_COUNT_ADDED = 1000;\n\n      \/\/ Mirrors getInstructorStar(): first token of the headline.\n      function getInstructorStar(headline) {\n        return (headline || \"\").toString().split(\" \")[0] || \"\";\n      }\n\n      document.querySelectorAll(\".js-scaler-courses\").forEach(container => {\n        if (container.dataset.initialized === \"true\") return;\n        container.dataset.initialized = \"true\";\n\n        const swiperElement = container.querySelector(\".scaler-courses-swiper\");\n        const wrapper = container.querySelector(\".js-courses-wrapper\");\n        const template = container.querySelector(\".js-course-card-template\");\n        const nextBtn = container.querySelector(\".js-courses-next\");\n        const prevBtn = container.querySelector(\".js-courses-prev\");\n\n        if (!wrapper || !template) return;\n\n        const swiper = new Swiper(swiperElement, {\n          slidesPerView: \"auto\",\n          spaceBetween: 16,\n          grabCursor: true,\n          observer: true,\n          observeParents: true,\n          navigation: { nextEl: nextBtn, prevEl: prevBtn },\n        });\n\n        const pathParts = location.pathname.split(\"\/\").filter(Boolean);\n        const currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n\n        function showSkeletons(count = 4) {\n          wrapper.innerHTML = \"\";\n          for (let i = 0; i < count; i++) {\n            const clone = template.content.cloneNode(true);\n            clone.querySelector(\".scaler-course-card\").classList.add(\"scaler-course-card--skeleton\");\n            wrapper.appendChild(clone);\n          }\n          swiper.update();\n        }\n\n        function renderCourses(courses) {\n          wrapper.innerHTML = \"\";\n          if (!courses.length) { container.style.display = \"none\"; return; }\n\n          courses.forEach(item => {\n            const a = item.attributes || {};\n            const clone = template.content.cloneNode(true);\n            const instructor = (a.instructors_data && a.instructors_data[0]) || {};\n\n            clone.querySelector(\".js-course-link\").href =\n              `https:\/\/www.scaler.com\/topics\/course\/${a.slug}\/?utm_source=blog&utm_medium=free_courses&utm_content=${currentSlug}`;\n\n            const img = clone.querySelector(\".js-course-image\");\n            img.src = a.cover_image_thumbnail || a.featured_image || \"\";\n            img.alt = a.title || \"\";\n\n            clone.querySelector(\".js-course-title\").textContent = a.title || \"\";\n\n            const instrEl = clone.querySelector(\".js-course-instructor\");\n            if (instructor.name) {\n              instrEl.innerHTML = \"A Course by <b><\/b>\";\n              instrEl.querySelector(\"b\").textContent = instructor.name;\n            } else {\n              instrEl.style.display = \"none\";\n            }\n\n            clone.querySelector(\".js-course-desc\").textContent = a.description || \"\";\n\n            \/\/ Star\n            const star = getInstructorStar(instructor.star_headline);\n            const starWrap = clone.querySelector(\".js-course-star\");\n            if (star && star !== \"0\") clone.querySelector(\".js-course-star-val\").textContent = star;\n            else starWrap.style.display = \"none\";\n\n            \/\/ Enrolled count (+1000 like topics)\n            clone.querySelector(\".js-course-reg\").textContent =\n              ((a.user_registration_count || 0) + EXTRA_COUNT_ADDED).toLocaleString(\"en-US\");\n\n            wrapper.appendChild(clone);\n          });\n\n          swiper.update();\n          swiper.slideTo(0);\n        }\n\n        async function fetchCourses() {\n          try {\n            showSkeletons();\n            \/\/ Public same-origin endpoint (topics course search). Returns 6 free courses.\n            const res = await fetch(\"\/topics\/api\/v1\/search\/courses\", {\n              method: \"POST\",\n              headers: {\n                \"Content-Type\": \"application\/json\",\n                \"Accept\": \"application\/json\",\n                \"X-Requested-With\": \"XMLHttpRequest\",\n              },\n              body: JSON.stringify({\n                filters: {\n                  q: \"\",\n                  page: { limit: 6, current_page: 1 },\n                  sort: { key: \"user_registration_count\", order: \"desc\" },\n                  filter_type: null,\n                  tags: [],\n                  program: [],\n                  level: [],\n                  category_type: [],\n                },\n              }),\n            });\n            const json = await res.json();\n            const courses = (json && json.data) || [];\n            renderCourses(courses);\n          } catch (error) {\n            console.error(\"Failed to load courses:\", error);\n            container.style.display = \"none\";\n          }\n        }\n\n        fetchCourses();\n      });\n    });\n    <\/script>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>6. Stable Diffusion Image Generation Dashboard<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This project focuses on building a visual application for generating and editing images using diffusion models. Visual Generative AI projects are easy to understand in demos and work well as portfolio highlights.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Setting up a Stable Diffusion pipeline using the Diffusers library<\/li>\n\n\n\n<li>Adding features such as inpainting, image upscaling, and ControlNet support<\/li>\n\n\n\n<li>Creating a simple interface where users can enter prompts and view results<\/li>\n\n\n\n<li>Deploying the app so it can be accessed through a web interface<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tools and Frameworks<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Diffusers library<\/li>\n\n\n\n<li><a href=\"https:\/\/aws.amazon.com\/what-is\/stable-diffusion\/\" data-type=\"link\" data-id=\"https:\/\/aws.amazon.com\/what-is\/stable-diffusion\/\" target=\"_blank\" rel=\"noopener\">Stable Diffusion models<\/a><\/li>\n\n\n\n<li>FastAPI or Gradio for deployment<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In interviews, this project can help you explain how image generation models work in practice. You can discuss prompt design, model configuration, and how you turn a model into a usable application, which recruiters often value in GenAI roles.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>7. AI Resume Analyzer and Job Match Engine<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Won\u2019t it be great to build an AI for carefully analyzing resumes for jobs? This project can be added to your portfolio for solving a major problem: matching resumes to relevant job roles. It works well as a portfolio project because the output is easy to understand and test.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Parsing resume text and extracting key skills and experience<\/li>\n\n\n\n<li>Converting resumes and job descriptions into embeddings<\/li>\n\n\n\n<li>Matching candidates to roles based on similarity scores<\/li>\n\n\n\n<li>Ranking jobs based on relevance<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Models and Tools<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BERT or LLM-based embeddings<\/li>\n\n\n\n<li>Python-based text parsing<\/li>\n\n\n\n<li>Optional frontend as a Chrome extension<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In interviews, this project can help you explain how you handle text understanding, similarity search, and ranking logic. You can also discuss how such systems improve hiring workflows, which makes the project relatable across industries.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>8. YouTube or Podcast Summarizer with Chapters<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Many people simply don\u2019t wish to watch a full-length video sometimes, and what can really help is a project that focuses on automating the process of summarising long-form audio content,t such as YouTube videos or podcasts.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Converting audio into text using a speech-to-text model<\/li>\n\n\n\n<li>Passing the transcript to a language model for summarisation<\/li>\n\n\n\n<li>Generating structured chapters and key takeaways<\/li>\n\n\n\n<li>Returning concise outputs that are easy to scan<\/li>\n\n\n\n<li>Creating short, shareable <a href=\"https:\/\/simplified.com\/ai-clips\" data-type=\"link\" data-id=\"https:\/\/simplified.com\/ai-clips\" target=\"_blank\" rel=\"noopener\">AI clips<\/a> from those key segments<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Models and Tools<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Whisper for speech-to-text<\/li>\n\n\n\n<li>Large language models for summarisation<\/li>\n\n\n\n<li>Basic service orchestration for handling multiple steps<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This project can help you explain how you design multi-step and multimodal pipelines. You can talk about handling audio inputs, breaking tasks into services, and building automation systems, which are commonly discussed in modern GenAI roles.<\/p>\n\n\n<style data-wp-block-html=\"css\">\n<style>\n      :root {\n        --sp-brand: #255aad;            \/* brand blue *\/\n        --sp-brand-hover: #19468c;\n        --sp-card-bg: #ffffff;          \/* neutral-scale-0 *\/\n        --sp-surface: #f4f6f9;          \/* neutral-scale-2 *\/\n        --sp-pill-bg: #f8fafc;\n        --sp-border: #d6dee5;           \/* neutral-scale-4 *\/\n        --sp-text-primary: #1a2c47;     \/* neutral-scale-12 *\/\n        --sp-text-secondary: #61738e;   \/* neutral-scale-9 *\/\n      }\n\n      .scaler-placement * { box-sizing: border-box; }\n\n      .scaler-placement {\n        font-family: \"Source Sans 3\", \"Source Sans Pro\", \"Roboto\", Arial, sans-serif;\n        width: 100%;\n        max-width: 100%;\n        margin: 24px auto;\n        display: flex;\n        flex-direction: 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.scaler-placement__proof-header svg { width: 18px; height: 18px; flex-shrink: 0; }\n      .scaler-placement__proof-label {\n        font-size: 12px;\n        font-weight: 600;\n        line-height: 16px;\n        color: var(--sp-brand);\n        text-transform: uppercase;\n        letter-spacing: 1px;\n      }\n      .scaler-placement__body-text {\n        font-size: 16px;\n        font-weight: 400;\n        line-height: 24px;\n        color: var(--sp-text-primary);\n        margin: 0;\n      }\n\n      .scaler-placement__bottom {\n        display: flex;\n        flex-direction: column;\n        align-items: flex-start;\n        margin-left: calc(30% + 18px);\n        width: calc(70% - 18px);\n        gap: 12px;\n      }\n      .scaler-placement__stats-row {\n        display: flex;\n        flex-direction: row;\n        align-items: center;\n        gap: 24px;\n      }\n      .scaler-placement__stat-item {\n        display: flex;\n        flex-direction: row;\n        align-items: center;\n        gap: 8px;\n      }\n      .scaler-placement__stat-item > svg {\n        color: var(--sp-brand);\n        width: 18px;\n        height: 18px;\n        flex-shrink: 0;\n      }\n      .scaler-placement__stat-text {\n        display: flex;\n        flex-direction: row;\n        align-items: center;\n        gap: 4px;\n      }\n      .scaler-placement__stat-value {\n        font-size: 16px;\n        font-weight: 600;\n        line-height: 24px;\n        color: var(--sp-text-primary);\n      }\n      .scaler-placement__stat-desc {\n        font-size: 14px;\n        font-weight: 400;\n        line-height: 20px;\n        color: var(--sp-text-secondary);\n      }\n\n      .scaler-placement__cta,\n      .scaler-placement__cta:link,\n      .scaler-placement__cta:visited {\n        display: inline-flex;\n        align-items: center;\n        align-self: flex-start;\n        font-size: 14px;\n        font-weight: 600;\n        line-height: 20px;\n        color: var(--sp-brand) !important;\n        gap: 6px;\n        text-decoration: none;\n        cursor: pointer;\n        margin-top: 2px;\n        transition: color 0.25s ease;\n      }\n      .scaler-placement__cta:hover,\n      .scaler-placement__cta:focus { color: var(--sp-brand-hover) !important; }\n      .scaler-placement__cta svg {\n        width: 14px;\n        height: 14px;\n        fill: currentColor;\n        transition: transform 0.25s ease;\n      }\n      .scaler-placement__cta:hover svg { transform: translateX(3px); }\n\n      \/* ---- Hiring Partners ---- *\/\n      .scaler-hiring {\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        flex-wrap: wrap;\n        gap: 8px 12px;\n        margin: 24px 0 8px;\n        padding-top: 16px;\n        border-top: 1px solid var(--sp-border);\n      }\n      .scaler-hiring__label {\n        font-size: 14px;\n        color: var(--sp-text-secondary);\n        white-space: nowrap;\n      }\n      .scaler-hiring__pills {\n        display: flex;\n        align-items: center;\n        flex-wrap: wrap;\n        gap: 8px;\n      }\n      .scaler-hiring__pill {\n        display: inline-flex;\n        align-items: center;\n        gap: 6px;\n        padding: 5px 12px 5px 5px;\n        background: var(--sp-pill-bg);\n        border-radius: 999px;\n      }\n      .scaler-hiring__badge {\n        display: inline-flex;\n        align-items: center;\n        justify-content: center;\n        flex-shrink: 0;\n        width: 24px;\n        height: 24px;\n        border-radius: 50%;\n        background: #ffffff;\n      }\n      .scaler-hiring__logo {\n        width: 16px !important;\n        height: 16px !important;\n        object-fit: contain;\n        margin: 0 !important;\n        display: block;\n      }\n      .scaler-hiring__name {\n        font-size: 14px;\n        font-weight: 600;\n        color: var(--sp-text-primary);\n      }\n      .scaler-hiring__more {\n        font-size: 14px;\n        color: var(--sp-text-secondary);\n      }\n\n      @media (max-width: 768px) {\n        .scaler-placement__title { font-size: 18px; margin-bottom: 12px; }\n        .scaler-placement__card { gap: 16px; border-radius: 16px; }\n        .scaler-placement__top { gap: 12px; }\n        .scaler-placement__stat-block { width: 35%; min-width: 110px; padding: 12px 8px; gap: 4px; }\n        .scaler-placement__stat-number { font-size: 24px; }\n        .scaler-placement__stat-label { font-size: 10px; }\n        .scaler-placement__body-text { font-size: 14px; line-height: 20px; }\n        .scaler-placement__bottom { margin-left: 0; width: 100%; gap: 16px; }\n        .scaler-placement__stats-row { flex-wrap: wrap; gap: 10px 16px; }\n        .scaler-placement__stat-value { font-size: 14px; line-height: 20px; }\n        .scaler-placement__stat-desc { font-size: 12px; line-height: 16px; }\n      }\n<\/style>\n\n<meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n    <!-- Source Sans Pro (topics font) -->\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n\n<div class=\"scaler-placement\">\n      <h2 class=\"scaler-placement__title\"><span class=\"ez-toc-section\" id=\"scaler-placement-report-and-statistics\"><\/span>Scaler Placement Report and Statistics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n      <div class=\"scaler-placement__card\">\n        <div class=\"scaler-placement__top\">\n          <div class=\"scaler-placement__stat-block\">\n            <div class=\"scaler-placement__stat-number\">\u20b923L<\/div>\n            <div class=\"scaler-placement__stat-label\">AVG CTC<\/div>\n          <\/div>\n          <div class=\"scaler-placement__info\">\n            <div class=\"scaler-placement__proof-header\">\n              <svg viewBox=\"0 0 21 21\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M8.64 0 0 8.683V21h12.257l8.64-8.683V0H8.64zm-.11 17.257H3.725v-4.828H8.53v4.828zm7.901-1.88-4.174 4.194V8.684H1.447l4.076-4.14h10.914l-.006 10.83v.004z\" fill=\"#255aad\"><\/path><\/svg>\n              <span class=\"scaler-placement__proof-label\">SCALER PLACEMENT PROOF<\/span>\n            <\/div>\n            <p class=\"scaler-placement__body-text\">\n              Scaler learners achieved 2.5x salary growth with average post-Scaler CTC reaching \u20b923L.\n            <\/p>\n          <\/div>\n        <\/div>\n\n        <div class=\"scaler-placement__bottom\">\n          <div class=\"scaler-placement__stats-row\">\n            <div class=\"scaler-placement__stat-item\">\n              <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M11.199 7.957c-3.086 0-5.588 2.502-5.588 5.588s2.502 5.588 5.588 5.588c3.086 0 5.588-2.502 5.588-5.588s-2.502-5.588-5.588-5.588zM3.611 13.545c0-4.191 3.397-7.588 7.588-7.588s7.588 3.397 7.588 7.588c0 4.191-3.397 7.588-7.588 7.588s-7.588-3.397-7.588-7.588z\"><\/path><path d=\"M21.090 6.369h0.003c1.989 0 3.897 0.79 5.303 2.197s2.197 3.314 2.197 5.303-0.79 3.897-2.197 5.303c-1.406 1.407-3.314 2.197-5.303 2.197-0.552 0-1-0.448-1-1s0.448-1 1-1c1.459 0 2.858-0.579 3.889-1.611s1.611-2.43 1.611-3.889c0-1.459-0.58-2.858-1.611-3.889s-2.429-1.611-3.888-1.611c-0.507 0.002-1.013 0.070-1.502 0.203-0.533 0.145-1.082-0.17-1.227-0.703s0.17-1.082 0.703-1.227c0.659-0.179 1.339-0.27 2.021-0.272z\"><\/path><path d=\"M10.906 21.364c-1.605 0-3.186 0.386-4.61 1.126s-2.649 1.811-3.572 3.124c-0.318 0.452-0.941 0.561-1.393 0.243s-0.561-0.941-0.243-1.393c1.107-1.576 2.577-2.862 4.286-3.749s3.606-1.351 5.532-1.351 3.823 0.463 5.532 1.351c1.709 0.888 3.179 2.174 4.286 3.749 0.318 0.452 0.209 1.076-0.243 1.393s-1.076 0.209-1.393-0.243c-0.923-1.313-2.148-2.385-3.572-3.124s-3.005-1.126-4.61-1.126z\"><\/path><path d=\"M25.704 22.493c-1.424-0.74-3.005-1.125-4.61-1.124-0.552 0-1-0.447-1.001-0.999s0.447-1 0.999-1.001c1.926-0.001 3.824 0.462 5.533 1.349s3.179 2.174 4.286 3.751c0.317 0.452 0.208 1.076-0.244 1.393s-1.076 0.208-1.393-0.244c-0.922-1.313-2.147-2.385-3.571-3.125z\"><\/path><\/svg>\n              <div class=\"scaler-placement__stat-text\">\n                <span class=\"scaler-placement__stat-value\">11,000+<\/span>\n                <span class=\"scaler-placement__stat-desc\">placements<\/span>\n              <\/div>\n            <\/div>\n            <div class=\"scaler-placement__stat-item\">\n              <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M1.2 27.5c0-0.442 0.358-0.8 0.8-0.8h28c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-28c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M3.727 4.227c0.338-0.338 0.795-0.527 1.273-0.527h12c0.477 0 0.935 0.19 1.273 0.527s0.527 0.795 0.527 1.273v22c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-22c0-0.053-0.021-0.104-0.059-0.141s-0.088-0.059-0.141-0.059h-12c-0.053 0-0.104 0.021-0.141 0.059s-0.059 0.088-0.059 0.141v22c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-22c0-0.477 0.19-0.935 0.527-1.273z\"><\/path><path d=\"M17.2 12.5c0-0.442 0.358-0.8 0.8-0.8h9c0.477 0 0.935 0.19 1.273 0.527s0.527 0.795 0.527 1.273v14c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-14c0-0.053-0.021-0.104-0.059-0.141s-0.088-0.059-0.141-0.059h-9c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M7.2 9.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M9.2 17.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M7.2 22.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M21.2 22.5c0-0.442 0.358-0.8 0.8-0.8h2c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-2c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M21.2 17.5c0-0.442 0.358-0.8 0.8-0.8h2c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-2c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><\/svg>\n              <div class=\"scaler-placement__stat-text\">\n                <span class=\"scaler-placement__stat-value\">650+<\/span>\n                <span class=\"scaler-placement__stat-desc\">companies<\/span>\n              <\/div>\n            <\/div>\n            <div class=\"scaler-placement__stat-item\">\n              <svg viewBox=\"0 0 25 24\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5.60938 18.8906C4.74688 18.0281 5.31875 16.2188 4.87813 15.1594C4.4375 14.1 2.75 13.1719 2.75 12C2.75 10.8281 4.41875 9.9375 4.87813 8.84063C5.3375 7.74375 4.74688 5.97187 5.60938 5.10938C6.47187 4.24688 8.28125 4.81875 9.34063 4.37813C10.4 3.9375 11.3281 2.25 12.5 2.25C13.6719 2.25 14.5625 3.91875 15.6594 4.37813C16.7562 4.8375 18.5281 4.24688 19.3906 5.10938C20.2531 5.97187 19.6812 7.78125 20.1219 8.84063C20.5625 9.9 22.25 10.8281 22.25 12C22.25 13.1719 20.5813 14.0625 20.1219 15.1594C19.6625 16.2562 20.2531 18.0281 19.3906 18.8906C18.5281 19.7531 16.7188 19.1812 15.6594 19.6219C14.6 20.0625 13.6719 21.75 12.5 21.75C11.3281 21.75 10.4375 20.0813 9.34063 19.6219C8.24375 19.1625 6.47187 19.7531 5.60938 18.8906Z\" fill=\"#ffffff\" stroke=\"#255aad\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M16.625 9.75L11.1219 15L8.375 12.375\" stroke=\"#255aad\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n              <span class=\"scaler-placement__stat-desc\">Verified data<\/span>\n            <\/div>\n          <\/div>\n\n          <a class=\"scaler-placement__cta\" href=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/195\/869\/original\/Scaler_Career_Report.pdf?1778499863\" target=\"_blank\" rel=\"noopener\">\n            See full placement report\n            <svg viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"><\/path><\/svg>\n          <\/a>\n        <\/div>\n      <\/div>\n\n      <div class=\"scaler-hiring\">\n        <span class=\"scaler-hiring__label\">Hiring Partners:<\/span>\n        <div class=\"scaler-hiring__pills\">\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/googleicon_.svg\" alt=\"Google\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Google<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/amazonicon_.svg\" alt=\"Amazon\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Amazon<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/microsoft.svg\" alt=\"Microsoft\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Microsoft<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/flipkarticon_.svg\" alt=\"Flipkart\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Flipkart<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/adobeicon_.svg\" alt=\"Adobe\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Adobe<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__more\">1200+ more<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n\n<h3 class=\"wp-block-heading\"><strong>9. AI Code Assistant (Mini Copilot)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This project focuses on building a lightweight code assistant that helps developers write, understand, and improve code. It reflects how Generative AI is increasingly used inside developer tools and workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Creating code embeddings to understand code structure and intent<\/li>\n\n\n\n<li>Using LLM prompts to generate suggestions and explanations<\/li>\n\n\n\n<li>Adding features such as debugging hints or basic auto-fixing<\/li>\n\n\n\n<li>Returning concise, context-aware responses for developers<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Models and Tools<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DeepSeek or CodeLlama models<\/li>\n\n\n\n<li>Code embedding techniques<\/li>\n\n\n\n<li>Python-based backend for orchestration<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">After building this project, you can explain how Generative AI supports developer productivity. You can discuss prompt design for code tasks, embedding-based retrieval, and how assistants fit into real development workflows.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>10. Multi-Agent Research System<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This project focuses on building a system where multiple AI agents work together on research tasks. It reflects how companies use agent-based systems to automate analysis, information gathering, and decision support.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can build this project by:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Defining separate agents for tasks such as searching, summarising, and reviewing information<\/li>\n\n\n\n<li>Allowing agents to communicate and share intermediate results<\/li>\n\n\n\n<li>Coordinating task execution so agents work toward a common goal<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Tools and Frameworks<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AutoGen<\/li>\n\n\n\n<li>CrewAI<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In interviews, this project will help you explain how agent-based systems operate for growth. You can discuss agent coordination, task delegation, and automation design, which are highly relevant for AI automation and agent-focused engineering roles.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"skills-youll-demonstrate-with-these-projects\"><\/span><strong>Skills You\u2019ll Demonstrate with These Projects<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Once you build the projects recommended above or anything of your own, you\u2019ll be able to show your Generative AI skills that hiring teams particularly look for in 2026. Each project focuses on applying models to real problems rather than isolated experiments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Through these projects, you can show experience with:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>API integration, by connecting models, tools, and external services<\/li>\n\n\n\n<li><a href=\"https:\/\/aws.amazon.com\/what-is\/retrieval-augmented-generation\/\" data-type=\"link\" data-id=\"https:\/\/aws.amazon.com\/what-is\/retrieval-augmented-generation\/\" rel=\"nofollow noopener\" target=\"_blank\">Retrieval Augmented Generation<\/a> (RAG), using embeddings and vector databases<\/li>\n\n\n\n<li>AI agents, including task planning, tool usage, and coordination<\/li>\n\n\n\n<li>Vector search, for retrieving relevant context from large text or code bases<\/li>\n\n\n\n<li>Model fine-tuning and prompting, to adapt models for specific tasks<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">At the time of interviews,&nbsp; these skills will help you explain how you design end-to-end Generative AI systems. You can clearly walk through how data flows through your application, how decisions are made, and how outputs are generated.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"tools-frameworks-you-must-know-for-these-projects\"><\/span><strong>Tools &amp; Frameworks You Must Know for These Projects<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">These tools commonly appear across Generative AI projects in 2026. You can pick them up gradually as you work through different project types.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Category<\/strong><\/td><td><strong>Tools<\/strong><\/td><td><strong>What You Can Use Them For<\/strong><\/td><\/tr><tr><td><strong>LLM Tools<\/strong><\/td><td>Hugging Face, OpenAI, Mistral AI<\/td><td>Accessing, fine-tuning, and using large language models<\/td><\/tr><tr><td><strong>Agent Tools<\/strong><\/td><td>LangChain Agents, AutoGen, CrewAI<\/td><td>Building AI agents that plan tasks and use tools<\/td><\/tr><tr><td><strong>Vector Databases<\/strong><\/td><td>Pinecone, ChromaDB<\/td><td>Storing and retrieving embeddings for RAG and search<\/td><\/tr><tr><td><strong>UI \/ Frontend<\/strong><\/td><td>Gradio, Streamlit<\/td><td>Creating simple interfaces to demo AI applications<\/td><\/tr><tr><td><strong>Deployment<\/strong><\/td><td>FastAPI, Docker<\/td><td>Deploying and running AI projects reliably<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">And don\u2019t worry, you do not need to learn every tool at once. As you build different Generative AI projects, you can learn each tool when it becomes relevant to your application.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"how-to-present-these-projects-in-your-resume-and-github\"><\/span><strong>How to Present These Projects in Your Resume and GitHub<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Believe us when we say that how you present your Generative AI projects matters as much as the projects themselves. Clear documentation and working demos make it easier for recruiters and interviewers to evaluate your work.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When adding these projects to GitHub, you should:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Include a clear README explaining the problem, approach, and system flow<\/li>\n\n\n\n<li>Add a simple architecture diagram showing how models, data, and services connect<\/li>\n\n\n\n<li>List the main tools and models used<\/li>\n\n\n\n<li>Provide setup and run instructions<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For your resume, you can:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mention the project outcome, not just the tools<\/li>\n\n\n\n<li>Highlight what the system does and how it improves a real use case<\/li>\n\n\n\n<li>Include links to the GitHub repository or live demo<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">If possible, you should also:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Deploy the project so it can be accessed through a URL<\/li>\n\n\n\n<li>Add a short demo video showing the application in action<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">These additional details will help a lot when recruiters skim through your profile and look through your work to make judgments. 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<\/div>\n\n              <div class=\"scaler-ss-card__transition\">\n                <div class=\"scaler-ss-card__col\">\n                  <div class=\"scaler-ss-card__col-label\">BEFORE:<\/div>\n                  <div class=\"scaler-ss-card__col-role js-ss-before-role\"><\/div>\n                  <div class=\"scaler-ss-card__col-company js-ss-before-company\"><\/div>\n                <\/div>\n                <svg class=\"scaler-ss-card__arrow\" viewBox=\"0 0 32 8\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M31.3882 4.35355C31.5835 4.15829 31.5835 3.84171 31.3882 3.64645L28.2062 0.464466C28.011 0.269204 27.6944 0.269204 27.4991 0.464466C27.3039 0.659728 27.3039 0.976311 27.4991 1.17157L30.3276 4L27.4991 6.82843C27.3039 7.02369 27.3039 7.34027 27.4991 7.53553C27.6944 7.7308 28.011 7.7308 28.2062 7.53553L31.3882 4.35355ZM0.034668 4.5H31.0347V3.5H0.034668V4.5Z\"\/><\/svg>\n                <div class=\"scaler-ss-card__col\">\n                  <div 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class=\"scaler-ss__nav scaler-ss__nav--prev js-ss-prev\" aria-label=\"Previous\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(-90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n          <button class=\"scaler-ss__nav scaler-ss__nav--next js-ss-next\" aria-label=\"Next\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n        <\/div>\n      <\/div>\n    <\/div>\n\n    <script>\n    document.addEventListener(\"DOMContentLoaded\", () => {\n\n      const ASSET_CDN = \"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\";\n      const AVATAR_FALLBACK =\n        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Which Generative AI project is best for getting hired fast?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The best project would honestly be the one that solves a very commonly faced problem in either businesses as a whole or on an individual level of tasks. RAG-based document assistants, customer support chatbots, and AI agents for automation are commonly discussed in interviews and align closely with current hiring needs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. Do I need a powerful GPU to build Generative AI projects?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">No. You can build most projects using pre-trained models, APIs, or lightweight fine-tuning methods. GPUs are helpful for training larger models, but many portfolio projects work well on cloud services or CPUs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. How many projects should I build for a strong AI portfolio?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Three to five well-documented projects are usually enough. It is better to have fewer complete, deployed projects than many unfinished ones.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4. Are agent-based AI projects good for resumes?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yes. Agent-based projects help you show skills like task planning, tool usage, and automation. These are frequently discussed in interviews for AI automation and GenAI roles.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5. Can beginners build diffusion model projects?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yes. Many libraries provide ready-to-use diffusion pipelines. Beginners can focus on setting up models, adding basic features, and deploying simple applications without training models from scratch.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>6. Should I fine-tune a model or build a RAG system first?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is usually better to start with a RAG system. RAG projects are easier to build, cheaper to run, and widely used in production. Fine-tuning makes more sense once you understand model behaviour and data preparation.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>From 2025 to now, moving into 2026, companies hiring for AI roles expect candidates to show practical experience with Generative AI systems. Many job descriptions for GenAI engineers now list skills such as large language models, retrieval-augmented generation, AI agents, and deployed applications as core requirements. Industry reports show that job postings mentioning Generative AI [&hellip;]<\/p>\n","protected":false},"author":242,"featured_media":11735,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[341,316],"tags":[323,343,344],"class_list":["post-11733","post","type-post","status-publish","format-standard","has-post-thumbnail","category-gen_ai","category-artificial-intelligence","tag-gen-ai","tag-gen-ai-projects","tag-projects"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/11733","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/users\/242"}],"replies":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/comments?post=11733"}],"version-history":[{"count":6,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/11733\/revisions"}],"predecessor-version":[{"id":13424,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/11733\/revisions\/13424"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media\/11735"}],"wp:attachment":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media?parent=11733"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/categories?post=11733"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/tags?post=11733"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}