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Gemma 4, Read My Ingredient Label and Tell Me If It’s Lying: A Personal AI Health Filter

DEV Community·Keerthana·26 days ago
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This is a submission for the Gemma 4 Challenge: Build with Gemma 4 * Most apps still treat “healthy” like it’s a universal setting. High protein? Great. Low fat? Great. Organic? Great. * Except… that’s not how real bodies work. The real‑world problem In the real world, “healthy” is completely different person to person. A product that’s perfect for one friend can quietly wreck another. Think about these everyday situations: Your gym friend swears by a “clean” protein bar, but it destroys your skin and your stomach. Your dermatologist tells you to avoid certain skincare ingredients, but your “gentle” moisturizer still triggers breakouts. You’re trying to watch sodium or sugar, but the packaging just screams “FIT - NATURAL - SUPERFOOD” and never explains what it means for you. Most people don’t have the time or background to: Decode long ingredient lists Know which chemical-sounding names are actually fine Understand which combos might be bad for their skin, gut, or specific conditions So what happens?…

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