A full-stack web platform connecting 2400+ students at IGDTUW for academic mentorship and peer guidance.
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🔍 Mentor Recommendation Algorithm
Recommends top 3 mentors based on shared interests and a mock feedback scoring system. -
💬 Real-Time Messaging
Chat built with Socket.io achieving under 100ms latency in local tests. -
🔐 Secure Authentication
Login & registration system using sessions and role-based access (mentee/mentor). -
📊 Personal Dashboards
Separate views for mentors and mentees with profile and conversation history.
- Frontend: HTML, CSS, JavaScript, EJS, Bootstrap
- Backend: Node.js, Express.js
- Database: MongoDB, Mongoose
- Others: Socket.io, Session Management
| Home Page | Chat Interface |
|---|---|
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- Users select interests (e.g., Web Dev, DSA, AI)
- System checks for interest overlap + pre-defined mentor feedback scores
- Returns top 3 matched mentors using simple scoring logic
- 🧪 Pilot-tested with 10+ IGDTUW students
- 🔄 Feedback loop simulated using mock rating data and sorting mechanism