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