🚀 CareerOS for Bharat

AI-Powered NSQF Career Navigation Platform

Empowering India's vocational learners with intelligent career pathways from education to employment

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🎯 Overview

CareerOS is a hackathon-winning MVP designed to revolutionize vocational education in India by providing AI-driven career navigation aligned with the National Skills Qualification Framework (NSQF).

💡 The Problem

60M+ Vocational learners struggling with career navigation

L2-L6 NSQF levels lacking personalized guidance

Tier 2/3 Cities with limited career counseling access

Skills Gap Disconnect between education and employment

✨ Our Solution

CareerOS uses advanced AI to:

🎓 Personalized Pathways	📊 Visual Progress	🔍 Smart Matching	📱 Mobile-First	🧠 AI Coaching
Map NSQF L2-L6 journeys	Interactive roadmaps	Jobs & apprenticeships	Next billion users	Intelligent insights

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🎨 Visual Showcase

🌟 Feature Highlights

Experience AI-powered career mapping, interactive roadmaps, comprehensive analytics, and intelligent job matching

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📱 Interactive Roadmap Preview

Track your career progression from L2 to L6 with our beautiful, intuitive interface

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✨ Key Features

🤖 AI Career Mapping Intelligent Profile Analysis - Converts raw learner profiles into structured NSQF pathways LangChain Integration - Multi-agent system for career planning GPT-4o Powered - Advanced NLP for personalized recommendations Adaptive Learning - Pathways evolve with your progress	🗺️ Interactive Career Roadmap Visual Navigation - React Flow-based interactive graphs (L2→L6) Checkpoint System - Track milestones and certifications Dynamic Updates - Real-time adjustments based on market trends Skill Dependencies - Clear progression requirements
📊 Comprehensive Dashboard Skill Analytics - Visualize gaps, strengths, and market demand Progress Tracking - Monitor your learning journey AI Insights - Personalized recommendations for next steps Application Tracker - Manage job applications in one place	🎯 Opportunity Matching Job Listings - Curated opportunities aligned with NSQF levels Apprenticeships - Connect with industry partners Course Recommendations - Upskilling paths based on goals Location-Based - Find opportunities near you
🔐 GitHub Profile Analysis Developer Portfolio - Analyze GitHub activity for tech careers Skill Extraction - Identify technical competencies from repos Growth Tracking - Visualize your coding journey AI-Powered Insights - Get recommendations based on contributions	📱 Mobile-First Design PWA Ready - Installable progressive web app Offline Support - Core features work without internet Responsive UI - Optimized for all screen sizes Low Bandwidth - Efficient data usage for rural connectivity

🌐 Coming Soon: Multi-Language Support

Hindi • Tamil • Telugu • Bengali • Marathi • Gujarati

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🏗️ Project Architecture

Modern, scalable architecture powered by cutting-edge technologies

graph TB
    A[👤 User Interface] --> B[⚡ Next.js App Router]
    B --> C[🔌 API Routes]
    C --> D[🤖 AI Agent System]
    C --> E[💾 Database Layer]
    
    D --> F[🧠 OpenAI GPT-4o]
    D --> G[🔗 LangChain Agents]
    
    E --> H[🗄️ Supabase PostgreSQL]
    E --> I[📊 Vercel Postgres]
    
    B --> J[⚛️ React Components]
    J --> K[🎨 shadcn/ui]
    J --> L[📈 React Flow]
    J --> M[📊 Recharts]
    
    style A fill:#667eea,stroke:#764ba2,stroke-width:3px,color:#fff
    style D fill:#f093fb,stroke:#f5576c,stroke-width:3px,color:#fff
    style E fill:#4facfe,stroke:#00f2fe,stroke-width:3px,color:#fff
    style B fill:#43e97b,stroke:#38f9d7,stroke-width:3px,color:#fff

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🔧 System Components

Layer	Technologies	Purpose
🎨 Frontend	Next.js 16, React 19, TypeScript	Server-side rendering & client interactivity
🤖 AI Processing	OpenAI GPT-4o, LangChain	Natural language understanding & agent orchestration
💾 Data	Supabase, Vercel Postgres, JSONB	User data, profiles & analytics
📊 Visualization	React Flow, Recharts, Framer Motion	Pathway graphs, charts & animations

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🛠️ Tech Stack

Frontend Technologies

Technology	Purpose	Version	Badge
Next.js	React framework with SSR	16.1.1
React	UI library	19.2.3
TypeScript	Type safety	5.x
Tailwind CSS	Styling framework	4.x
shadcn/ui	Component library	Latest
Framer Motion	Animations	12.23.26

AI & Backend Technologies

Technology	Purpose	Version	Badge
OpenAI API	GPT-4o integration	6.15.0
LangChain	Agent orchestration	1.2.3
Vercel AI SDK	Streaming responses	6.0.6
Zod	Schema validation	4.3.4

Data & Visualization

Technology	Purpose	Version	Badge
Supabase	PostgreSQL database	2.89.0
React Flow	Pathway visualization	11.11.4
Recharts	Analytics charts	3.6.0
Firebase	Additional services	12.7.0

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🚀 Getting Started

📋 Prerequisites

Requirement	Version	Download
Node.js	20.x or higher	Download
npm/yarn/pnpm	Latest	Included with Node.js
Git	Latest	Download
OpenAI API Key	-	Get Key
Supabase Account	-	Sign Up

📦 Installation

# 1️⃣ Clone the repository
git clone https://github.com/Dakshin10/CareerOS.git
cd CareerOS

# 2️⃣ Install dependencies for CareerOS
cd career-os
npm install

# 3️⃣ Install dependencies for GitHub Analyzer
cd ../github-analyzer
npm install

⚙️ Environment Setup

📝 CareerOS Environment Variables (.env.local)

# Supabase Configuration
NEXT_PUBLIC_SUPABASE_URL=your_supabase_url
NEXT_PUBLIC_SUPABASE_ANON_KEY=your_supabase_anon_key

# OpenAI Configuration
OPENAI_API_KEY=your_openai_api_key

# Google Gemini (Optional)
GOOGLE_GENERATIVE_AI_API_KEY=your_gemini_api_key

# Database
POSTGRES_URL=your_postgres_connection_string

# NextAuth
NEXTAUTH_SECRET=your_nextauth_secret
NEXTAUTH_URL=http://localhost:3000

# Firebase (Optional)
NEXT_PUBLIC_FIREBASE_API_KEY=your_firebase_api_key
NEXT_PUBLIC_FIREBASE_AUTH_DOMAIN=your_firebase_auth_domain
NEXT_PUBLIC_FIREBASE_PROJECT_ID=your_firebase_project_id

📝 GitHub Analyzer Environment Variables (.env.local)

# OpenAI Configuration
OPENAI_API_KEY=your_openai_api_key

# Database
POSTGRES_URL=your_postgres_connection_string

# NextAuth
NEXTAUTH_SECRET=your_nextauth_secret
NEXTAUTH_URL=http://localhost:3000

🏃 Running Locally

CareerOS Module cd career-os npm run dev 🌐 Visit http://localhost:3000

GitHub Analyzer Module cd github-analyzer npm run dev 🌐 Visit http://localhost:3000

🏗️ Building for Production

# Build the application
npm run build

# Start production server
npm run start

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📁 Project Structure

🎯 CareerOS Module

career-os/
├── 📱 app/
│   ├── 🔌 api/                    # API Routes
│   │   ├── 🤖 agent/             # AI Agent endpoints
│   │   ├── 🎯 career/            # Career pathway APIs
│   │   ├── 💻 github/            # GitHub integration
│   │   ├── 💼 jobs/              # Job matching
│   │   └── 📄 resume/            # Resume parsing
│   ├── 🔐 auth/                  # Authentication pages
│   ├── 📊 dashboard/             # Main dashboard
│   ├── 💻 github/                # GitHub profile viewer
│   ├── 📚 learning/              # Learning modules
│   ├── 🧠 memory/                # AI memory system
│   ├── 👋 onboarding/            # User onboarding
│   ├── 🎯 opportunities/         # Job listings
│   ├── 🗺️ pathway/               # Career roadmap
│   ├── 💼 portfolio/             # Skill portfolio
│   ├── 👤 profile/               # User profile
│   ├── 📄 resume/                # Resume builder
│   └── ⚙️ settings/              # User settings
├── ⚛️ components/
│   ├── 🔐 auth/                  # Auth components
│   ├── 📊 dashboard/             # Dashboard widgets
│   ├── 💻 github/                # GitHub components
│   ├── 📚 learning/              # Learning UI
│   ├── 🧠 memory/                # Memory cards
│   ├── 👋 onboarding/            # Onboarding flow
│   ├── 🎯 opportunities/         # Job cards
│   ├── 💼 portfolio/             # Portfolio components
│   ├── 👤 profile/               # Profile forms
│   ├── 🔄 providers/             # Context providers
│   ├── 🗺️ roadmap/               # Roadmap visualization
│   └── 🎨 ui/                    # shadcn/ui components
├── 📚 lib/
│   ├── 🤖 ai/                    # AI utilities
│   ├── 💾 db/                    # Database helpers
│   └── 🛠️ utils/                 # Utility functions
├── 📝 types/                     # TypeScript definitions
└── 🌐 public/                    # Static assets

💻 GitHub Analyzer Module

github-analyzer/
├── 📱 app/
│   ├── 🔌 api/                   # API Routes
│   │   ├── 🤖 agent/            # AI analysis agent
│   │   ├── 🔍 analyze/          # Repository analysis
│   │   └── 💻 github/           # GitHub API proxy
│   ├── 🤖 agent/                # Agent interface
│   ├── 👤 githubprofile/        # Profile viewer
│   ├── 🔐 login/                # Authentication
│   └── 📦 repo/                 # Repository details
├── ⚛️ components/               # React components
├── 📚 lib/                      # Utilities
└── 🔧 scripts/                  # Helper scripts

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🎨 Core Modules

🔥 Powerful Features Under the Hood

1️⃣ AI Career Agent 📍 Location: career-os/app/api/agent/ 🎯 Capabilities: Analyzes user profiles & skills Generates personalized NSQF pathways Provides career recommendations Adapts to user progress 🔑 Key Files: route.ts - Main agent endpoint lib/ai/career-agent.ts - Agent logic	2️⃣ Interactive Roadmap 📍 Location: career-os/components/roadmap/ 🎯 Capabilities: Node-based progression (L2→L6) Interactive checkpoints Skill dependencies Progress tracking 🔑 Key Components: RoadmapView.tsx CustomNode.tsx PathwayFilters.tsx	3️⃣ Dashboard Analytics 📍 Location: career-os/components/dashboard/ 🎯 Capabilities: Skill status visualization Progress metrics AI-powered insights Application tracking 🔑 Key Components: HomeDashboard.tsx InsightsDashboard.tsx DashboardSkillStatus.tsx
4️⃣ GitHub Integration 📍 Location: career-os/app/github/ 🎯 Capabilities: GitHub profile analysis Repository skill extraction Contribution tracking AI-powered code insights	5️⃣ Learning System 📍 Location: career-os/app/learning/ 🎯 Capabilities: NSQF-aligned courses Interactive quizzes Progress tracking Certification paths	6️⃣ Opportunity Matching 📍 Location: career-os/app/opportunities/ 🎯 Capabilities: NSQF level filtering Location-based search Skill matching algorithm Application tracking

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🔌 API Documentation

🚀 RESTful API Endpoints

🤖 Career Agent API

POST /api/agent
Content-Type: application/json

Request Body:
{
  "message": "I want to become a software developer",
  "profile": {
    "education": "Class 12",
    "skills": ["HTML", "CSS"],
    "interests": ["coding", "technology"]
  }
}

Response:
{
  "pathway": [
    {
      "level": "L4",
      "title": "Junior Developer",
      "duration": "6 months",
      "skills": ["JavaScript", "React"]
    }
  ],
  "recommendations": ["Learn JavaScript fundamentals", "Build projects"],
  "nextSteps": ["Enroll in React course", "Create GitHub portfolio"]
}

💻 GitHub Analysis API

POST /api/github/analyze
Content-Type: application/json

Request Body:
{
  "username": "github_username"
}

Response:
{
  "profile": {
    "name": "John Doe",
    "followers": 150,
    "repositories": 42
  },
  "skills": ["JavaScript", "Python", "React"],
  "repositories": [...],
  "insights": ["Strong in frontend development", "Active contributor"]
}

🎯 Job Matching API

GET /api/jobs?level=L4&location=Mumbai&skills=javascript

Response:
{
  "jobs": [
    {
      "id": "1",
      "title": "Junior Developer",
      "company": "Tech Corp",
      "location": "Mumbai",
      "nsqfLevel": "L4",
      "skills": ["JavaScript", "React"]
    }
  ],
  "total": 42,
  "page": 1,
  "perPage": 10
}

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💻 Development Workflow

🛠️ Best Practices & Guidelines

📝 Code Style ✅ ESLint for linting ✅ TypeScript for type safety ✅ Prettier for formatting ✅ Conventional Commits

🧪 Testing # Run linter npm run lint # Type checking npm run type-check # Build test npm run build

🔄 Git Workflow Create feature branch Make changes & commit Push to branch Create Pull Request Code review Merge to main

📌 Commit Convention

Follow Conventional Commits:

Prefix	Description	Example
feat:	New feature	feat: add user dashboard
fix:	Bug fix	fix: resolve login issue
docs:	Documentation	docs: update README
style:	Formatting	style: format code
refactor:	Code restructuring	refactor: optimize API calls
test:	Testing	test: add unit tests
chore:	Maintenance	chore: update dependencies

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🚢 Deployment

☁️ Deployment Options

🔷 Vercel (Recommended) Step 1: Connect Repository Import project to Vercel Connect GitHub repository Step 2: Configure Environment Add all .env.local variables Configure build settings Step 3: Deploy vercel --prod ✅ Benefits: Automatic deployments Edge network Serverless functions Zero configuration

🐳 Docker (Alternative) Dockerfile: FROM node:20-alpine WORKDIR /app COPY package*.json ./ RUN npm install COPY . . RUN npm run build EXPOSE 3000 CMD ["npm", "start"] Deploy: docker build -t careeros . docker run -p 3000:3000 careeros ✅ Benefits: Containerized deployment Platform independent Easy scaling Consistent environments

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🤝 Contributing

💪 Join Our Mission to Transform Vocational Education!

We welcome contributions from developers, designers, educators, and career counselors.

🐛 Report Bugs Found an issue? Let us know!

💡 Suggest Features Have ideas? We'd love to hear!

📝 Improve Docs Help make docs better!

🔧 Submit PRs Code contributions welcome!

🌐 Add Languages Translate for accessibility!

🚀 Development Setup

# 1. Fork the repository
# 2. Clone your fork
git clone https://github.com/YOUR_USERNAME/CareerOS.git

# 3. Create a feature branch
git checkout -b feature/amazing-feature

# 4. Make your changes
# 5. Commit your changes
git commit -m 'feat: add amazing feature'

# 6. Push to your branch
git push origin feature/amazing-feature

# 7. Open a Pull Request

📜 Code of Conduct

• ✅ Be respectful and inclusive
• ✅ Follow coding standards
• ✅ Write clear commit messages
• ✅ Add tests for new features
• ✅ Update documentation
• ✅ Review others' code constructively

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🗺️ Roadmap

🎯 Our Journey to Transform Career Navigation

Phase 1: MVP ✅ Status: Completed AI career pathway generation Interactive roadmap visualization Basic dashboard GitHub integration Job matching User authentication Profile management

Phase 2: Enhancement 🚧 Status: In Progress NCVET API integration Vernacular languages (Hindi, Tamil, Telugu) Advanced analytics Mobile app (React Native) Offline-first architecture Push notifications Dark mode

Phase 3: Scale 📅 Status: Planned Q2 2026 WhatsApp bot integration SMS-based access ITI/Polytechnic partnerships Employer dashboard Certification verification Video tutorials Live mentorship

Phase 4: Ecosystem 🔮 Status: Planned Q4 2026 Mentor matching platform Peer learning communities Skill assessment tests Virtual internships Career counseling marketplace Industry partnerships Government integration

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📊 Project Stats

15,000+ Lines of Code

78+ Components

14+ API Endpoints

L2-L6 NSQF Levels

60M+ Target Users

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🏆 Achievements

Achievement	Description
🥇 Hackathon Winner	Won [Hackathon Name] with innovative NSQF solution
🎯 Impact	Designed for 60M+ Indian vocational learners
🚀 Innovation	First AI-powered NSQF-aligned career platform
💡 Recognition	Featured in tech communities and education forums

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📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

MIT License

Copyright (c) 2026 CareerOS

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

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🙏 Acknowledgments

We're grateful to these amazing technologies and organizations:

NSQF Framework National Skills Qualification Framework

OpenAI GPT-4o API

Vercel Hosting & Deployment

Supabase Database Infrastructure

shadcn/ui Component Library

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🌟 Star this repository if you find it helpful!

Made with ❤️ for Bharat's Future Workforce

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