nutrisync
♥Cherished
A voice-first nutrition platform that captures dietary information through real-time conversational AI, converting patient meal logs into structured clinical documentation for dietitians. Built with a React Native mobile app, Next.js web portal, and a LiveKit-based voice agent pipeline that integrates speech recognition, reasoning, and text-to-speech to reduce documentation burden in clinical nutrition workflows.
Clauded With Love Rating
7.5 / 10
NutriSync is a voice-first nutrition platform that converts conversational meal logging into structured clinical documentation for dietitians. The project combines React Native mobile app, Next.js web portal, and LiveKit-based voice agent pipeline to reduce documentation burden in clinical nutrition workflows.
Code Quality6.5
Usefulness8.5
Claude Usage7.0
Documentation7.5
Originality8.0
Highlights
- ✓Real clinical validation with 6 registered dietitians and 30 patients at Case Specific Nutrition demonstrates genuine market fit
- ✓Sophisticated voice AI pipeline integrating LiveKit, speech recognition, and conversational reasoning for natural meal logging
- ✓Well-structured multi-platform architecture with shared TypeScript modules and clear separation of concerns across mobile, web, and backend services
To Improve
- →Add comprehensive test coverage across the voice agent pipeline and shared TypeScript modules to ensure reliability in clinical environments
- →Include database schema documentation and API endpoint specifications to help developers understand the clinical data structure and integration points