Proof
Full-stack recipe PWA with AI-assisted import and real-time cross-device timers.
- Status
- active
- Year
- 2026
- Category
- software
Stack
ReactMongoDBCheerioGemini APISocket.iowebaipwafull-stack
Highlights
- Architected a full-stack progressive web application (PWA) with MongoDB and React to version-control recipe iterations and manage real-time inventory states
- Integrated the Gemini API and web scraping (Cheerio) to autonomously extract, intelligently restructure, and import recipes directly from raw URLs
- Engineered a real-time, cross-device timer synchronization system using Socket.io to track concurrent baking stages across multiple platforms
- Maintained application stability by creating over 100 automated test cases to prevent bugs during new feature deployments
Architecture
Full-stack progressive web app (PWA) with MongoDB/React. Real-time cross-device sync via Socket.io. Gemini API handles extracting and restructuring recipe data from scraped URLs.
Post-mortem
Still in progress, no post-mortem yet.