{"id":40054349,"url":"https://github.com/saad2134/shiksha-disha","last_synced_at":"2026-02-19T16:04:42.090Z","repository":{"id":314130817,"uuid":"1054039490","full_name":"saad2134/shiksha-disha","owner":"saad2134","description":"🛠️ Prototype for SUDHEE CBIT Hackathon 2026. PS-1.12 (Personalized Course Curator Based on Learner’s Learning Style \u0026 Preferences). ShikshaDisha – \"Design \u0026 development of an AI-powered learning path generator, Vocational Pathway Navigator with Dynamic Career Intelligence\" 🎓","archived":false,"fork":false,"pushed_at":"2026-02-11T19:08:00.000Z","size":12857,"stargazers_count":4,"open_issues_count":7,"forks_count":2,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-02-12T03:37:05.867Z","etag":null,"topics":["ai-matching","career-development","career-intelligence","cbit-hackathon","cbithackathonsudhee2026","certification","digital-learning","gamification","learning-pathway","multilingual","nsqf","nsqf-integration","pathway-navigator","roadmap-generator","shiksha-disha","skills-assessment","smart-education","social-network","sudhee2026"],"latest_commit_sha":null,"homepage":"https://shiksha-disha.vercel.app","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/saad2134.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-09-10T09:28:08.000Z","updated_at":"2026-02-11T19:08:03.000Z","dependencies_parsed_at":"2026-02-11T21:02:41.372Z","dependency_job_id":null,"html_url":"https://github.com/saad2134/shiksha-disha","commit_stats":null,"previous_names":["saad2134/sih2025","saad2134/shiksha-disha"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/saad2134/shiksha-disha","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saad2134%2Fshiksha-disha","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saad2134%2Fshiksha-disha/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saad2134%2Fshiksha-disha/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saad2134%2Fshiksha-disha/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/saad2134","download_url":"https://codeload.github.com/saad2134/shiksha-disha/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/saad2134%2Fshiksha-disha/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29621903,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-19T13:04:20.082Z","status":"ssl_error","status_checked_at":"2026-02-19T13:03:33.775Z","response_time":117,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai-matching","career-development","career-intelligence","cbit-hackathon","cbithackathonsudhee2026","certification","digital-learning","gamification","learning-pathway","multilingual","nsqf","nsqf-integration","pathway-navigator","roadmap-generator","shiksha-disha","skills-assessment","smart-education","social-network","sudhee2026"],"created_at":"2026-01-19T06:31:56.829Z","updated_at":"2026-02-19T16:04:38.041Z","avatar_url":"https://github.com/saad2134.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003e🎓 ShikshaDisha – AI-Powered NSQF-Integrated Learning Ecosystem\u003c/h1\u003e\n\n\u003e \u003cp align=\"center\"\u003e🚨 \u003cstrong\u003e\"Design and development of an AI-powered learning path generator, Vocational Pathway Navigator with Dynamic Career Intelligence and NSQF-Integrated Learning Ecosystem\"\u003c/strong\u003e\u003c/p\u003e\n\n\u003cdiv align=\"center\"\u003e\n\n\u003ca href=\"https://shiksha-disha.vercel.app/\" target=\"_blank\"\u003e\n    \u003cimg  style=\"width:350px;\" src=\"https://img.shields.io/badge/🚀_Access_the_Prototype_Here-Live-brightgreen?style=for-the-badge\u0026labelColor=8000FF\" alt=\"Access the Prototype Here\"  /\u003e\n\u003c/a\u003e\n\n![Phase](https://img.shields.io/badge/🛠️%20Phase-In%20Development-blue?style=for-the-badge)\n![Platforms](https://img.shields.io/badge/🌐%20Platforms-Web%20%7C%20Android*-28a745?style=for-the-badge)\n\n\u003c/div\u003e\n\n## 🍊 Context\n\n### 🏆 Prototype for Smart India Hackathon 2025\n\n- **Problem Statement ID:** SIH25199  \n- **Problem Statement Title:** AI-Powered Personalized Learning Path Generator \n- **Theme:** Smart Education  \n- **Category:** Software\n\n\n## 💡 Proposed Solution\n\n### ✨ Key Features\n\n- **Smart Pathway Engine** – AI analyzes learner profiles to generate personalized NSQF-aligned career routes\n- **AI Matching Engine** – Smart course/curriculum matching based on user's input\n- **Career Journey Gamification** – Achievement unlocks, skill mastery levels, industry challenges \u0026 leaderboards\n- **AI Learning Companion** – Real-time guidance, industry alerts, skill forecasts \u0026 content recommendations\n\n### 🎯 Problem Resolution\n\n- **Personalized NSQF Pathways** – AI matches 50+ learner parameters to 139+ government courses with 95% accuracy\n- **Real-Time Market Alignment** – Dynamic integration with labor market intelligence ensures pathway recommendations adapt to industry demands, emerging skills, and regional employment opportunities\n- **Multilingual Accessibility** – 12+ Indian languages with voice navigation for diverse demographics\n\n### 🔥 Unique Value Propositions\n\n- **Predictive Career Intelligence** – AI forecasts employment probability \u0026 salary potential with 3-5 year projections\n- **Adaptive Pathway Evolution** – Routes auto-adjust based on progress, industry changes \u0026 skill demands\n- **Gamified Engagement** – Duels and streaks\n- **Cross-Sector Mobility** – AI identifies transferable skills enabling seamless career transitions\n\n\n\n## 📊 Feasibility and Viability\n\n### ✅ **Why It Works**\n- **High Demand** – Diverse learner backgrounds demand tailored skilling pathways\n- **Industry Alignment** – Labour market intelligence ensures relevance to evolving job roles\n- **Future-Proofing** – Adaptive AI pathways enable lifelong learning and stackable skills\n- **Institutional Backing** – NCVET \u0026 MSDE integration provides credibility and adoption push\n\n### ⚠️ **Current Challenges \u0026 Risks**\n- **User Trust:** Learners may hesitate to rely on AI-driven career guidance\n- **Data Accuracy:** Incomplete or outdated learner and labour market data may reduce recommendation quality\n- **Bias \u0026 Fairness:** Risk of unequal opportunities if algorithms favor certain demographics or regions\n- **Long-Term Adoption:** Sustaining engagement as career needs evolve requires continuous system updates\n\n### 🛡️ **Strategies to Overcome**\n- **Trust Building:** Explainable AI, counselor support, and transparent recommendation logic\n- **Data Quality:** Regular updates from NSQF, labour market intelligence, and verified providers\n- **Fairness \u0026 Equity:** Bias audits, inclusive design, and multilingual accessibility\n- **Sustained Engagement:** Adaptive pathways, career milestone tracking, and continuous upskilling prompts\n\n## 📚 Research \u0026 References\n\n### Key Supporting Market Facts\n- **75%** of Indian learners gain career benefits from AI-driven personalized paths\n- **90%** of employers prioritize NSQF-aligned micro-credentials in hiring\n- India's EdTech market expected to surpass **$10B by 2025**, led by mobile-first apps\n- AI-led adaptive learning speeds up skill acquisition by **30-40%** versus traditional means\n- **1+ billion** Indian workers need reskilling by 2030 due to tech change and automation\n\n### Research Validation\n- **AI Personalization:** AI creates customized learning paths that boost engagement and results  \n  *[[Frontiers in Education 2024](https://www.frontiersin.org/articles/10.3389/feduc.2024.1424386/full) | [Emerald AI in Education](https://www.emerald.com/insight/content/doi/10.1108/XJM-03-2022-0012/full/html)]*\n- **Vocational Skilling \u0026 NSQF:** NSQF links vocational training with industry and job market demands  \n  *[[ICRIER NSQF Note](https://icrier.org/pdf/ES/The_National_Skills_Qualification_Framework_in_India.pdf) | [IJFMR NSQF Implementation](https://www.ijfmr.com/papers/2024/6/34118.pdf)]*\n- **Labour Market Intelligence:** Real-time labour data integration is vital for future-ready skills  \n  *[[India Employer Forum 2025](https://indiaemployerforum.org/world-of-work/insights-from-teamlease-edtech-career-outlook-report-hy2-july-december-2025/) | [Economic Times EdTech](https://education.economictimes.indiatimes.com/news/higher-education/future-ready-india-how-edtech-can-develop-the-workforce/119411774)]*\n- **India EdTech Growth:** EdTech is a $10B+ market growing quickly with AI-powered, mobile-first solutions  \n  *[[Market Research Future](https://www.marketresearchfuture.com/reports/india-edtech-market-46222) | [HolonIQ Charts 2025](https://www.holoniq.com/edtech-in-10-charts)]*\n\n\u003e 💡 **Takeaway:** Research validates the importance of AI-personalized learning, NSQF compliance and scalable secure design for India's skill ecosystem.\n\n## 📈 Success Metrics\n\n- **Pathway Recommendation Accuracy** (Target: 95%)\n- **User Engagement Rate** with AI Learning Companion\n- **NSQF Course Completion Rates**\n- **Employment Outcome Tracking** (6-month post-completion)\n- **Multi-language Adoption Metrics**\n- **Labor Market Alignment Score**\n- **User Satisfaction \u0026 Trust Scores**\n\n## 🎯 Impact on Target Audience\n\n- **Students \u0026 Youth:** Personalized career pathways aligned with market demands\n- **Job Seekers:** Data-driven career transitions with employment probability forecasts\n- **Working Professionals:** Continuous upskilling with adaptive learning paths\n- **Educational Institutions:** NSQF-integrated curriculum planning support\n- **Government Schemes:** Enhanced effectiveness of Skill India missions through AI optimization\n\n---\n\n## ⚙️ Platforms\n\n| Platform                                                       | Supported? |\n| --------------------------------------------------------------- | ----------- |\n| Web (any browser with JS functionality) + Fully Responsive       | ✅          |\n| [Android](frontend-android/) (non-natively through WebView)                | ✅          |\n\n## 🛠️ Tech Stack\n\n- **Frontend:** React, Next.js, Typescript, TailwindCSS, shadcn/ui\n- **Backend:** Node.js/Python with AI microservices\n- **Database:** MongoDB/PostgreSQL\n- **AI/ML:** TensorFlow, PyTorch for predictive analytics\n- **APIs Integration:** NSQF database, Labour market intelligence APIs\n- **Hosting:** Vercel/Firebase/AWS/GCP cloud infrastructure\n\n\n## 🚀 Getting Started\n\n### Web Frontend\n\n1. Clone \u0026 Download the Repo\n\n2. Install NodeJS on your system.\n\n3. Open the project in your preferred IDE.\n\n4. Run in Terminal to Install all dependancies:\n   ```bash\n   npm i\n   ```\n\n4. Get all api keys in env.template as set them in your env:\n\n5. Run in Terminal to Start Development Server:\n   ```bash\n   npm run dev\n   ```\n\n## 📁 Project Architecture *\n* Soon.\n\n## 📱 Screenshots *\n\u003ctable\u003e \u003ctr\u003e \u003ctd\u003e\u003cstrong\u003eLanding Page\u003c/strong\u003e\u003cbr\u003e\u003cbr\u003e \u003cimg width=\"1920\" height=\"1031\" alt=\"image\" src=\"https://github.com/user-attachments/assets/0c859575-1ad2-4d52-964f-4c4da41104f3\" /\u003e \u003c/td\u003e \u003c/tr\u003e \u003c/table\u003e\n\n\n\n\n## 👥 Our Smart India Hackathon 2025 Team (DevBandits)\n\n\u003cdiv align=\"center\"\u003e\n\n|  #  |     Team Member      |              Role              | GitHub Profile |\n| :-: | :------------------: | :----------------------------: | :-----------------------------------------------------------------------------------------------------------------------------: |\n|  1  | **Mohammed Abdul Mugees** | 💼 Solutions Engineer               | [🔗 mug3es](https://github.com/mug3es) |\n|  2  | **Safaa Mujahid Khan**    | 🎨 UI/UX Designer                   | [🔗 SafaaMujahid05](https://github.com/SafaaMujahid05) |\n|  3  | **Fareed Ahmed Owais**    | 🎯 Team Lead                        | [🔗 FareedAhmedOwais](https://github.com/FareedAhmedOwais) |\n|  4  | **Mohammed Saad Uddin**   | 🚀 Full-stack + AI/ML Developer     | [🔗 saad2134](https://github.com/saad2134) |\n|  5  | **Mohammed Abdul Rahman** | 🖼️ Front-end Developer             | [🔗 Abdul-Rahman26](https://github.com/Abdul-Rahman26) |\n|  6  | **Abdur Rahman Qasim**    | 🔎 Research Engineer                | [🔗 Abdur-rahman-01](https://github.com/Abdur-rahman-01) |\n\n\u003c/div\u003e\n\n\n\n\n## 📊 **Repo Stats**\n\n\u003cdiv align=\"center\"\u003e\n  \n![Repo Size](https://img.shields.io/github/repo-size/saad2134/sih2025)\n![Last Commit](https://img.shields.io/github/last-commit/saad2134/sih2025)\n![Open Issues](https://img.shields.io/github/issues/saad2134/sih2025)\n![Open PRs](https://img.shields.io/github/issues-pr/saad2134/sih2025)\n![License](https://img.shields.io/github/license/saad2134/sih2025)\n![Forks](https://img.shields.io/github/forks/saad2134/sih2025?style=social)\n![Stars](https://img.shields.io/github/stars/saad2134/sih2025?style=social)\n![Watchers](https://img.shields.io/github/watchers/saad2134/sih2025?style=social)\n![Contributors](https://img.shields.io/github/contributors/saad2134/sih2025)\n![Languages](https://img.shields.io/github/languages/count/saad2134/sih2025)\n![Top Language](https://img.shields.io/github/languages/top/saad2134/sih2025)\n\n\u003c/div\u003e\n\n## ⭐ Star History\n\n\u003ca href=\"https://www.star-history.com/#saad2134/sih2025\u0026Date\"\u003e\n \u003cpicture\u003e\n   \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://api.star-history.com/svg?repos=saad2134/sih2025\u0026type=Date\u0026theme=dark\" /\u003e\n   \u003csource media=\"(prefers-color-scheme: light)\" srcset=\"https://api.star-history.com/svg?repos=saad2134/sih2025\u0026type=Date\" /\u003e\n   \u003cimg alt=\"Star History Chart\" src=\"https://api.star-history.com/svg?repos=saad2134/sih2025\u0026type=Date\" /\u003e\n \u003c/picture\u003e\n\u003c/a\u003e\n\n\n## ✨ Icon\n\n\u003cimg style=\"width:250px;\" alt=\"ShikshaDishaFavicon\" src=\"https://github.com/user-attachments/assets/0d6be6ca-2e51-46e9-bf24-a3bfcfdd1242\" /\u003e\n\n\n## 🔰 Banner\n\n\u003cimg width=\"1280\" height=\"640\" alt=\"New Project\" src=\"https://github.com/user-attachments/assets/89519619-ffed-4fe1-b6e2-6fda5730f3d3\" /\u003e\n\n\n## 📄 License\n\nThis project is licensed under the **MIT License** - see the [LICENSE](LICENSE) file for details.\n\n- ✅ Commercial use\n- ✅ Modification\n- ✅ Distribution\n- ✅ Private use\n- ❌ Liability\n- ❌ Warranty\n\n---\n\n## ✍️ Endnote\n\u003cp align=\"center\"\u003eDeveloped with 💖 for the Smart India Hackathon 2025, with heartfelt thanks to SIH for the opportunity to build and innovate.\u003c/p\u003e\n\n---\n\n## 🏷 Tags  \n\n`#WebApp` `#SmartEducation` `#AIinEducation` `#PersonalizedLearning` `#SkillPathways` `#CareerGuidance` `#NSQFIntegration` `#VocationalEducation` `#AIPathGenerator` `#DigitalLearning` `#AdaptiveLearning` `#GamifiedLearning` `#TokenEconomy` `#AIMatching` `#SkillNavigator` `#FutureSkills` `#EdTechIndia` `#SkillForecasting` `#CareerIntelligence` `#MultilingualAI` `#SkillSangam` `#SIH2025` `#SmartIndiaHackathon2025` `#SIH25199`\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaad2134%2Fshiksha-disha","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsaad2134%2Fshiksha-disha","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsaad2134%2Fshiksha-disha/lists"}