2024·AI / PWA / Full Stack
MealMom
Multi-modal AI nutrition & meal-planning PWA with photo and voice recognition.
Overview
MealMom is a progressive web app that recognizes food from a photo or voice command using Clarifai vision AI, then plans meals across 25+ nutrition metrics. It runs offline-first with a Three.js 3D dashboard and a MongoDB + JWT backend.
Highlights
- Photo and voice food recognition with 95%+ accuracy via Clarifai.
- Three.js 3D nutrition dashboard tracking 25+ metrics.
- Offline-first PWA with JWT-secured MongoDB backend.
Tech stack
- React 18
- TypeScript
- Node.js
- Three.js
- MongoDB
- JWT