-
-
Brochure of the Project
-
TECH STACK
-
ARCHITECTURE
-
LANDING PAGE
-
Why Choose us?
-
n8n Automation workflow
PROBLEMS FACED
- Students passively watch videos without testing understanding
- Teachers spend excessive time creating quizzes manually
- No efficient tools to convert video content into assessments
- Lack of quick revision and retention-check systems
- No automated pipeline for video → quiz generation with timestamps
SOLUTION
IntelliClass provides a fully automated video-to-assessment pipeline.
ADMIN MODULE
- User roles & permission management
- Curriculum & course structuring
- Analytics dashboards for performance insights
- Activity tracking & audit logs
TEACHER MODULE
- Classroom management
- Live MCQ quiz builder with gamification
- Document digitization
- Real-time polls
- Video meetings with Jitsi
STUDENT MODULE
- Personalized performance dashboard
- Leaderboards
- AI-powered study assistance
- Quiz generation from YouTube links
- Interactive transcripts
- Discussion forums
CORE FEATURES
- Video → Quiz Automation
- Transcript-based question generation
- Timestamp-linked learning
- Real-time analytics & feedback
- Personalized learning insights
- Gamification
TECH STACK
Frontend & Backend: MERN Stack
AI: Gemini API, NLP, Fuzzy Matching
Speech-to-Text: Deepgram API
Realtime: Socket.io
Meetings: Jitsi Meet
Deployment: Vercel & Render
HOW IT WORKS
- User inputs a YouTube link
- Transcript is fetched/generated
- AI extracts key concepts
- Quiz is generated automatically
- Students attempt quizzes
- Insights & analytics are generated
IMPACT
- Saves hours of manual quiz creation
- Improves engagement & retention
- Enables data-driven learning
- Bridges content consumption & understanding
FUTURE SCOPE
- Adaptive learning paths
- Multi-language support
- LMS integrations
- Advanced analytics
- Offline learning & mobile app support
Log in or sign up for Devpost to join the conversation.