Overview
AI-powered nutrition tracking app. Users snap photos of their meals to receive instant calorie and macronutrient estimates using computer vision.
Privacy Policy→The Problem
Traditional calorie counting has a 90% abandonment rate because manual data entry and barcode scanning are too tedious for long-term consistency.
Our Solution
Built an end-to-end computer vision pipeline combining OpenAI's visual analysis models with custom volume estimation heuristics to automate meal logging from a single photo.
Business Impact
Reduced average logging time from 2 minutes to 5 seconds, leading to a 40% increase in long-term tracking consistency among active fitness enthusiasts.