AI · Vision · 2026
Dating Profile Analyzer
Problem
Users needed quick, actionable feedback on profile photos and bios, but most tools were generic and didn’t explain what to improve.
Contributions
- Built face-aware image scoring for sharpness, lighting, and framing quality.
- Integrated Gemini-based bio analysis for tone, clarity, and engagement feedback.
- Connected Firestore, Cloud Storage, and Authentication for the full workflow.
Architecture
- React client → Node.js services → Firebase auth and storage
- TensorFlow.js and image-processing checks score uploaded photos
- Gemini AI generates rewrite suggestions for profile bios
Stack
ReactTypeScriptNode.jsFirebaseGemini AITensorFlow.js
