A Concept Understanding & Self-Testing Assistant Stop Reading. Start Mastering.
Research shows that 60% of students suffer from the "Illusion of Competence." They passively read textbooks or highlight notes and feel prepared, only to go blank during exams. Traditional testing methods (like mid-semesters) happen too late in the academic cycle to provide actionable feedback.
MasteryBridge AI is a hybrid learning assistant designed to bridge the gap between passive reading and active mastery. By converting static PDF notes into interactive, context-aware micro-quizzes, it exposes knowledge blind spots instantly.
Most importantly, it digitizes the Feynman Technique: instead of just clicking multiple-choice options, students are challenged to explain concepts back to the AI in simple, jargon-free terms.
- PDF-to-Quiz Pipeline: Instantly generates context-specific micro-quizzes from uploaded syllabus materials.
- The "Feynman Mirror": An AI chatbot interface that forces users to teach the concept back, identifying exact knowledge gaps.
- Knowledge Heatmap: A visual dashboard tracking long-term progress (Green = Mastered, Red = Needs Review).
- Low-Friction UI: Designed with calming colors and "glassmorphism" to reduce exam anxiety and cognitive load.
- Frontend: React, Vite, Tailwind CSS, UI components.
- Prototyping Tool: Lovable.dev (High-Fidelity AI Generation)
- Hosting: GitHub Pages / Cloudflare
Built by First-Year B.Tech CSE students at DES Pune University (Semester 2, 2026-27):
- Arnav Nisal (Lead & Presenter)
- Rohit Mate (User Research)
- Samarth Sathe (UI/UX Iteration)
- Parth Koli (Prototyping & Tech)
- Yash Anarse (Impact & Viability)