AI Skin Test
2023
Researched and developed the user experience and interface design for PoizonAPP's AI-powered skin analysis feature, translating complex skin data into an intuitive system that delivers personalized skincare assessments and product recommendations.
Industry
AI
App
Main activities
Product Design
Product Strategy, Product Roadmap, MVP, Design Metrics, Business Metrics
UI Design
Design System, Desktop Layouts, Mobile Layouts
Research
Help integrating novel research work into HDR Pixel Generator Product
Researched and developed an AI-powered skin analysis solution within PoizonAPP that provides users with professional skin assessments and personalized product recommendations. Collaborated with the product team to design an intuitive interface that translates complex skin data into actionable insights, focusing on delivering accurate, unbiased analysis and customized product suggestions to enhance users' skincare routines.
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Context
Expanding Market Reach Through AI-Powered Beauty Innovation
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Challenge
Breaking Barriers in Beauty E-commerce
The beauty e-commerce experience presents three critical pain points that significantly impact user confidence and purchase decisions:
- Decision Paralysis
- Information Overload
- Virtual Shopping Limitations
These challenges created an opportunity for AI-powered solutions to simplify decision-making, translate complex information into actionable insights, and provide virtual try-on capabilities that bridge the gap between online shopping and in-store experiences.
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Process
From Analysis to Action: Designing a User-Centered Skin Assessment Experience
Through competitive analysis of leading skin analysis apps and skincare platforms, I identified key opportunities to improve the user experience. Focus areas included modular report structuring, progressive information disclosure, and non-invasive product recommendations.
Key Research Questions:
- How to transform complex dermatological data into scannable, actionable insights?
- What's the right balance between comprehensive information and digestible content?
- How to suggest products naturally within the user journey without appearing pushy?
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