Vibe-Opsy — Skin Cancer Detection AI
An ML-first skin lesion classification app delivering 7-class diagnostic predictions from dermatoscopic images, wrapped in a retro 3D interface.
focus
Prioritizing machine learning reliability and inference workflow: dataset handling, model serving, and prediction delivery, with the frontend designed to make clinical-style outputs understandable.
milestones
01
Implemented end-to-end 7-category skin lesion inference flow
02
Connected frontend uploads to production ML prediction service
03
Validated prediction output format and confidence reporting for user readability
04
Built interactive 3D Macintosh Classic using Three.js and React Three Fiber
05
Designed retro CRT effects, scanline animations, and thermal receipt UI
06
Deployed to Cloudflare Workers with CI/CD on push to master
07
Collaborated with a team of 5 contributors