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InsightsEd
AI-Powered Study Notes Generator
AI/ML
2 months
Overview
A web application that allows users to generate study notes using AI.
Frontend: React + Tailwind, with AI result rendering via react-markdown
Backend: Node.js + Express with OpenAI API integration; used background jobs (BullMQ + Redis) to queue video transcription
DevOps: CI/CD using GitHub Actions + Dockerized backend; deployed on Render
Extras: Rate-limiting via express-rate-limit, user-level API quotas, and Swagger docs for public API
Challenges & Solutions
- Ensuring AI accuracy and reliability
- Managing large datasets for AI training
- Integrating AI with existing educational systems
Project Impact
- Enhanced learning experience for students
- Reduced study time by 30%
- Improved note organization and retrieval