Inspiration
Skincare today is confusing. Millions of people struggle with breakouts, dryness, and irritation, spending time and money on routines that don’t work — and often make things worse. We saw a gap: there are trackers and filters, but nothing that gives real-time, personalized, data-driven skin insights.
That’s what inspired us to build SkinForReal — a GenAI-powered app that helps users truly understand their skin. Not just track it. Not just guess. But know, with confidence, what’s happening and how to fix it.
What it does
SkinForReal analyzes your skin using a daily post-wash selfie and delivers real-time, personalized feedback on your skin’s condition — powered by TerpAI and Microsoft Azure Face API.
Here’s how it works:
Selfie Scan: Detects breakouts, redness, dryness, inflammation, and trauma
Product + Mood Log: Tracks what you used, how your skin feels, and syncs lifestyle data (weather, sleep, stress)
Real-Time Alerts: Flags products causing irritation or barrier damage
Personalized Advice: Matches insights to your skin type and Fitzpatrick tone
Skin School: A GenAI-powered scrollable feed that teaches users why their skin is reacting and what to do next
Pattern Recognition: Learns over time and evolves its recommendations based on your unique routine and skin behavior
How we built it
Front End: Flutter for cross-platform support (iOS + Android)
AI + Image Analysis: Microsoft Azure Face API to detect skin conditions
GenAI Layer: TerpAI for generating daily skin summaries, alerts, and Skin School content
Key Features Implemented:
Real-time selfie analysis
Smart product logging and pattern recognition
Personalized daily reports with actionable insights
Fitzpatrick skin tone + skin type detection
Safety alerts for early signs of trauma or irritation
Challenges we ran into
Safety messaging: We wanted to provide alerts that were accurate, but not alarming — delivering serious feedback in a supportive way
Design balance: Making the app feel clinically reliable without losing the approachability and engagement Gen Z expects
Accomplishments that we're proud of
Built a full working prototype in under 36 hours, including real-time selfie analysis, product tracking, and GenAI-powered insights
Successfully integrated Microsoft Azure Face API to detect visible skin conditions from live user selfies
Created a responsive, cross-platform UI using Flutter, designed for accessibility and ease of use
Designed and implemented personalized, safety-first alerts that adapt to each user’s skin behavior over time
Developed a GenAI-powered “Skin School” content system that makes skincare education engaging and personalized
Balanced technical performance with user empathy, ensuring the product is both functional and emotionally supportive
Translated complex AI + skin health logic into a simple, intuitive user experience
Received strong positive feedback during early testing for both usability and clarity of insights
What we learned
Over the weekend, we dove deep into GenAI, image processing, and ethical product design. Along the way, we learned how to:
Use Microsoft Azure Face API to analyze skin features like redness, inflammation, and dryness from real selfies
Integrate TerpAI to generate intelligent, human-readable daily skin reports and educational content
Build a seamless user flow that combines product tracking, lifestyle inputs, and visual skin analysis
Design for accessibility and empathy, making the app useful for people at any stage of their skincare journey
What's next for SkinForReal
Expand Skin Condition Detection: Train the AI to recognize a wider range of skin concerns (e.g., hyperpigmentation, fine lines, oil levels)
Ingredient-Level Analysis: Integrate a database to flag potential irritants or allergens in user-logged products
Multi-Language Support: Launch with support for Spanish, Mandarin, and other high-demand languages to increase accessibility
EHR Integration: Develop secure pathways to export user skin reports for dermatologists or electronic health records
Advanced Skin Trends Dashboard: Build tools to help users track long-term patterns, triggers, and improvements
Community Features: Add forums and shared routines for users with similar skin types and goals
SkinForReal Pro: Launch our premium tier with PDF exports, dermatologist-ready reports, custom insights, and brand partnerships
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