Culina — AI Meal Tracker
Photo-first meal logging with ingredient recognition and macro estimates to cut logging time. The flow guides users to confirm or adjust results quickly and saves favorites for repeat meals. Emphasis is on fast capture, clear feedback, and simple history browsing.
Additional Views
Technologies Used
The Problem
Manual food logging is tedious. Photos are faster but still need accurate ingredient and macro estimates.
What I Built
Photo-first logging that proposes ingredients and macros, then lets you confirm or adjust in one screen. Saves favorites for repeat meals and keeps the flow minimal.
Tech Notes
React Native (Expo), TypeScript, Firebase, vision/LLM API for ingredient detection, nutrition DB mapping, local caching and privacy-first defaults.
Current Status
MVP that handles single-plate meals with quick edits.
What's Next
Multi-item parsing, barcode fallback, macro targets, weekly summaries and trends.