CampusVersa - Unified AI Education Ecosystem

CampusVersa is a comprehensive educational management and AI-enhanced learning platform designed to bridge the gap between traditional institutions and independent learners. It provides a multi-tenant architecture supporting Students, Faculty, and Institute Administrators with integrated AI tools for personalized learning and governance.

Architecture

Key Features

For Students

• Virtual Labs: Interactive simulations for science and engineering experiments with AI-driven explanations.
• AI Performance Coach: Data-driven insights into academic performance and improvement areas.
• Multilingual Support: Platform accessibility in over 13 regional Indian languages including Hindi, Tamil, and Telugu.
• Career Roadmap & Job Search: Automated career guidance and integrated job search via the Adzuna API.
• Text-to-Speech: Regional language narration for educational content.

For Faculty

• SSR Management: Automated Self-Study Report generation for accreditation.
• Evaluation System: Digital grading and marks management with real-time analytics.
• Schedule Management: Personalized timetables and class reminders.
• Performance Tracking: Monitoring student progress across departments.

For Institutes

• Governance Dashboard: Real-time analytics on institute performance, NIRF rankings, and NAAC accreditation.
• Access Control: Secure management of authorized faculty and student records.
• Global Search: Unified search across all institutional data points.
• UTM Referral Tracking: Built-in analytics to track onboarding sources and referral campaigns.

Tech Stack

Frontend

• React.js
• Tailwind CSS
• Lucide React (Icons)
• Framer Motion (Animations)
• Axios & Fetch API

Backend

• Node.js & Express.js
• MongoDB & Mongoose (Database)
• JSON Web Tokens (Authentication)
• Bcrypt.js (Security)

AI & Integrations

• Google Gemini AI (Primary)
• OpenAI GPT-4 (Fallback)
• Ollama / ngrok (Local LLM Support)
• Adzuna API (Job Data)

Project Structure

• /unifiededu: React frontend application.
• /backend: Express.js server and database models.
• /backend/models: Mongoose schemas for Students, Faculty, Institutes, etc.

Documentation

For detailed information on API endpoints and data structures, please refer to the API Documentation.

Installation

Backend

1. Navigate to the backend directory.
2. Install dependencies: npm install
3. Configure .env file with MONGO_URI, JWT_SECRET, and AI API keys.
4. Start the server: npm run dev

Frontend

1. Navigate to the unifiededu directory.
2. Install dependencies: npm install
3. Configure .env file with VITE_BACKEND_URL.
4. Start the development server: npm run dev

License

Proprietary. All rights reserved.