Verdict: Skincare Product Testing with AI Skin AnalysisVerdict: Skincare Product Testing with AI Skin Analysis
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Verdict — know if your skincare works before you can't return it
You buy a serum that promises "less redness in 14 days". On day 27 of a 30-day return window you still can't tell. Verdict measures only what the product promises and tells you to keep it or return it, in time.
What I built • Label scan: the camera reads the product's promise and keeps only the concerns it makes • Guided camera: on-device face tracking checks framing, angle and light, and takes the photo itself when it is comparable • YouCam AI Skin Analysis on the promised concerns, plus Skin Simulation of the promised result on the same photo • A daily verdict (Keep it, Return it, Stop using) computed on the raw scores against a noise floor, with a day-by-day replay • Virtual try-on (makeup, hair, outfits) on your own photo, and a Brands view of which claims deliver
Result • Live YouCam API integration with real analysis, simulation and try-on calls, and a unit budget that cannot be drained • 83 automated tests, iPhone, iPad and desktop layouts, light and dark mode • Built for the YouCam API Skin AI & eCommerce hackathon
My role: Product design, UX/UI, front-end, back-end, API integration, demo film Stack: Next.js, React, TypeScript, YouCam AI Skin Analysis, Skin Simulation and virtual try-on APIs, MediaPipe, Gemini, Vercel Watch the demo: https://youtu.be/n5KUtNIoHUs | Code: https://github.com/blanco1er/verdict
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