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Client Work
·BuiltCADAR
AI visual identification for the fine-jewelry brand: point a phone at a piece and the system tells you which one it is. Plus the storefront redesign behind it.
React NativeComputer visionGeminiShopify
Focus
Computer vision · Shopify
CADAR needed "which ring is this?" answered from a photo. The system pulls the Shopify catalog, runs each piece through Gemini to generate structured descriptions of its distinguishing visual features, and matches camera captures against them. An Expo app with vision-camera and OpenCV handles capture on device, a Flask API serves identification, and a benchmarking harness validates match quality; attribute prioritization cut feature schemas by 30 to 60 percent.
Highlights
- ▹Gemini-generated structured feature descriptions for every catalog piece
- ▹On-device capture with react-native-vision-camera and OpenCV
- ▹Validation and benchmarking harness for match quality
- ▹Storefront theme redesign shipped alongside the AI work
Built with
React NativeExpoGoogle GeminiFlaskShopify Liquid