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https://github.com/saad2134/shiksha-disha

🛠️ Prototype for SUDHEE CBIT Hackathon 2026. PS-1.12 (Personalized Course Curator Based on Learner’s Learning Style & Preferences). ShikshaDisha – "Design & development of an AI-powered learning path generator, Vocational Pathway Navigator with Dynamic Career Intelligence" 🎓
https://github.com/saad2134/shiksha-disha

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

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🛠️ Prototype for SUDHEE CBIT Hackathon 2026. PS-1.12 (Personalized Course Curator Based on Learner’s Learning Style & Preferences). ShikshaDisha – "Design & development of an AI-powered learning path generator, Vocational Pathway Navigator with Dynamic Career Intelligence" 🎓

Awesome Lists containing this project

README 

          
🎓 ShikshaDisha – AI-Powered NSQF-Integrated Learning Ecosystem



> 
🚨 "Design and development of an AI-powered learning path generator, Vocational Pathway Navigator with Dynamic Career Intelligence and NSQF-Integrated Learning Ecosystem"








    Access the Prototype Here




![Phase](https://img.shields.io/badge/🛠️%20Phase-In%20Development-blue?style=for-the-badge)

![Platforms](https://img.shields.io/badge/🌐%20Platforms-Web%20%7C%20Android*-28a745?style=for-the-badge)






## 🍊 Context



### 🏆 Prototype for Smart India Hackathon 2025



- **Problem Statement ID:** SIH25199  

- **Problem Statement Title:** AI-Powered Personalized Learning Path Generator 

- **Theme:** Smart Education  

- **Category:** Software



## 💡 Proposed Solution



### ✨ Key Features



- **Smart Pathway Engine** – AI analyzes learner profiles to generate personalized NSQF-aligned career routes

- **AI Matching Engine** – Smart course/curriculum matching based on user's input

- **Career Journey Gamification** – Achievement unlocks, skill mastery levels, industry challenges & leaderboards

- **AI Learning Companion** – Real-time guidance, industry alerts, skill forecasts & content recommendations



### 🎯 Problem Resolution



- **Personalized NSQF Pathways** – AI matches 50+ learner parameters to 139+ government courses with 95% accuracy

- **Real-Time Market Alignment** – Dynamic integration with labor market intelligence ensures pathway recommendations adapt to industry demands, emerging skills, and regional employment opportunities

- **Multilingual Accessibility** – 12+ Indian languages with voice navigation for diverse demographics



### 🔥 Unique Value Propositions



- **Predictive Career Intelligence** – AI forecasts employment probability & salary potential with 3-5 year projections

- **Adaptive Pathway Evolution** – Routes auto-adjust based on progress, industry changes & skill demands

- **Gamified Engagement** – Duels and streaks

- **Cross-Sector Mobility** – AI identifies transferable skills enabling seamless career transitions



## 📊 Feasibility and Viability



### ✅ **Why It Works**

- **High Demand** – Diverse learner backgrounds demand tailored skilling pathways

- **Industry Alignment** – Labour market intelligence ensures relevance to evolving job roles

- **Future-Proofing** – Adaptive AI pathways enable lifelong learning and stackable skills

- **Institutional Backing** – NCVET & MSDE integration provides credibility and adoption push



### ⚠️ **Current Challenges & Risks**

- **User Trust:** Learners may hesitate to rely on AI-driven career guidance

- **Data Accuracy:** Incomplete or outdated learner and labour market data may reduce recommendation quality

- **Bias & Fairness:** Risk of unequal opportunities if algorithms favor certain demographics or regions

- **Long-Term Adoption:** Sustaining engagement as career needs evolve requires continuous system updates



### 🛡️ **Strategies to Overcome**

- **Trust Building:** Explainable AI, counselor support, and transparent recommendation logic

- **Data Quality:** Regular updates from NSQF, labour market intelligence, and verified providers

- **Fairness & Equity:** Bias audits, inclusive design, and multilingual accessibility

- **Sustained Engagement:** Adaptive pathways, career milestone tracking, and continuous upskilling prompts



## 📚 Research & References



### Key Supporting Market Facts

- **75%** of Indian learners gain career benefits from AI-driven personalized paths

- **90%** of employers prioritize NSQF-aligned micro-credentials in hiring

- India's EdTech market expected to surpass **$10B by 2025**, led by mobile-first apps

- AI-led adaptive learning speeds up skill acquisition by **30-40%** versus traditional means

- **1+ billion** Indian workers need reskilling by 2030 due to tech change and automation



### Research Validation

- **AI Personalization:** AI creates customized learning paths that boost engagement and results  

  *[[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)]*

- **Vocational Skilling & NSQF:** NSQF links vocational training with industry and job market demands  

  *[[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)]*

- **Labour Market Intelligence:** Real-time labour data integration is vital for future-ready skills  

  *[[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)]*

- **India EdTech Growth:** EdTech is a $10B+ market growing quickly with AI-powered, mobile-first solutions  

  *[[Market Research Future](https://www.marketresearchfuture.com/reports/india-edtech-market-46222) | [HolonIQ Charts 2025](https://www.holoniq.com/edtech-in-10-charts)]*



> 💡 **Takeaway:** Research validates the importance of AI-personalized learning, NSQF compliance and scalable secure design for India's skill ecosystem.



## 📈 Success Metrics



- **Pathway Recommendation Accuracy** (Target: 95%)

- **User Engagement Rate** with AI Learning Companion

- **NSQF Course Completion Rates**

- **Employment Outcome Tracking** (6-month post-completion)

- **Multi-language Adoption Metrics**

- **Labor Market Alignment Score**

- **User Satisfaction & Trust Scores**



## 🎯 Impact on Target Audience



- **Students & Youth:** Personalized career pathways aligned with market demands

- **Job Seekers:** Data-driven career transitions with employment probability forecasts

- **Working Professionals:** Continuous upskilling with adaptive learning paths

- **Educational Institutions:** NSQF-integrated curriculum planning support

- **Government Schemes:** Enhanced effectiveness of Skill India missions through AI optimization



---



## ⚙️ Platforms



| Platform                                                       | Supported? |

| --------------------------------------------------------------- | ----------- |

| Web (any browser with JS functionality) + Fully Responsive       | ✅          |

| [Android](frontend-android/) (non-natively through WebView)                | ✅          |



## 🛠️ Tech Stack



- **Frontend:** React, Next.js, Typescript, TailwindCSS, shadcn/ui

- **Backend:** Node.js/Python with AI microservices

- **Database:** MongoDB/PostgreSQL

- **AI/ML:** TensorFlow, PyTorch for predictive analytics

- **APIs Integration:** NSQF database, Labour market intelligence APIs

- **Hosting:** Vercel/Firebase/AWS/GCP cloud infrastructure



## 🚀 Getting Started



### Web Frontend



1. Clone & Download the Repo



2. Install NodeJS on your system.



3. Open the project in your preferred IDE.



4. Run in Terminal to Install all dependancies:

   ```bash

   npm i

   ```



4. Get all api keys in env.template as set them in your env:



5. Run in Terminal to Start Development Server:

   ```bash

   npm run dev

   ```



## 📁 Project Architecture *

* Soon.



## 📱 Screenshots *

  Landing Page

 image   



## 👥 Our Smart India Hackathon 2025 Team (DevBandits)






|  #  |     Team Member      |              Role              | GitHub Profile |

| :-: | :------------------: | :----------------------------: | :-----------------------------------------------------------------------------------------------------------------------------: |

|  1  | **Mohammed Abdul Mugees** | 💼 Solutions Engineer               | [🔗 mug3es](https://github.com/mug3es) |

|  2  | **Safaa Mujahid Khan**    | 🎨 UI/UX Designer                   | [🔗 SafaaMujahid05](https://github.com/SafaaMujahid05) |

|  3  | **Fareed Ahmed Owais**    | 🎯 Team Lead                        | [🔗 FareedAhmedOwais](https://github.com/FareedAhmedOwais) |

|  4  | **Mohammed Saad Uddin**   | 🚀 Full-stack + AI/ML Developer     | [🔗 saad2134](https://github.com/saad2134) |

|  5  | **Mohammed Abdul Rahman** | 🖼️ Front-end Developer             | [🔗 Abdul-Rahman26](https://github.com/Abdul-Rahman26) |

|  6  | **Abdur Rahman Qasim**    | 🔎 Research Engineer                | [🔗 Abdur-rahman-01](https://github.com/Abdur-rahman-01) |






## 📊 **Repo Stats**





  

![Repo Size](https://img.shields.io/github/repo-size/saad2134/sih2025)

![Last Commit](https://img.shields.io/github/last-commit/saad2134/sih2025)

![Open Issues](https://img.shields.io/github/issues/saad2134/sih2025)

![Open PRs](https://img.shields.io/github/issues-pr/saad2134/sih2025)

![License](https://img.shields.io/github/license/saad2134/sih2025)

![Forks](https://img.shields.io/github/forks/saad2134/sih2025?style=social)

![Stars](https://img.shields.io/github/stars/saad2134/sih2025?style=social)

![Watchers](https://img.shields.io/github/watchers/saad2134/sih2025?style=social)

![Contributors](https://img.shields.io/github/contributors/saad2134/sih2025)

![Languages](https://img.shields.io/github/languages/count/saad2134/sih2025)

![Top Language](https://img.shields.io/github/languages/top/saad2134/sih2025)






## ⭐ Star History





 

   

   

   Star History Chart

 




## ✨ Icon



ShikshaDishaFavicon



## 🔰 Banner



New Project



## 📄 License



This project is licensed under the **MIT License** - see the [LICENSE](LICENSE) file for details.



- ✅ Commercial use

- ✅ Modification

- ✅ Distribution

- ✅ Private use

- ❌ Liability

- ❌ Warranty



---



## ✍️ Endnote

Developed with 💖 for the Smart India Hackathon 2025, with heartfelt thanks to SIH for the opportunity to build and innovate.



---



## 🏷 Tags  



`#WebApp` `#SmartEducation` `#AIinEducation` `#PersonalizedLearning` `#SkillPathways` `#CareerGuidance` `#NSQFIntegration` `#VocationalEducation` `#AIPathGenerator` `#DigitalLearning` `#AdaptiveLearning` `#GamifiedLearning` `#TokenEconomy` `#AIMatching` `#SkillNavigator` `#FutureSkills` `#EdTechIndia` `#SkillForecasting` `#CareerIntelligence` `#MultilingualAI` `#SkillSangam` `#SIH2025` `#SmartIndiaHackathon2025` `#SIH25199`