EduScrib

InspirationEduScrib

Inspiration We were inspired to create EduScrib after realizing how difficult it can be for students to keep up with long lectures and review material effectively. We wanted to build a tool that makes learning smarter, not harder — a platform where users can record a session and instantly get a transcript, notes, and practice quizzes with the help of AI.

What We Learned Through this project, we deepened our skills in React for building dynamic and responsive user interfaces. We also learned how to integrate AI services to process text intelligently and create notes and quizzes automatically. On the backend, we strengthened our knowledge of MongoDB for managing and organizing user-generated data.

How We Built It The frontend was built using React, providing a clean and intuitive user experience. For the backend, we used MongoDB to store audio file paths, transcripts, notes, and quizzes. AI models were integrated to handle speech-to-text transcription, summarization, and quiz generation. We designed the system to allow users to upload recordings, view generated content, and interact with quizzes seamlessly.

Challenges One of the biggest challenges we faced was ensuring that large audio files could be handled smoothly without performance issues. Setting up efficient storage and data retrieval from MongoDB was another major task. Additionally, fine-tuning the AI to generate meaningful and accurate notes and quizzes required careful prompt engineering and testing.

Built With

• mango
• react