Project description
I led the product experience redesign of a healthcare mobile app focused on test results, personalization, and long-term user engagement. The core challenge was low clarity, fragmented navigation, and limited feature discoverability, which reduced user trust and daily engagement. My goal was to simplify core user journeys, improve result accessibility, and introduce scalable personalization features (symptom guidance, wearables, AI insights) to support long-term product growth and engagement.
Core Problems
Users struggled to locate their latest test results
Overloaded dashboards created cognitive friction
Low engagement due to lack of personalization
Limited monetization pathways beyond test activation
Inconsistent UI and unclear information hierarchy
AI Health Consultant
Designed a guided AI-assisted discovery flow to help users explore symptoms and understand relevant diagnostic options. The feature improved orientation, reduced uncertainty, and supported more informed product decisions by combining categorized overviews, personalized insights, and transparent guidance.
Symptom Check (Guided Product Discovery)
Introduced a guided symptom flow to help users navigate from vague health concerns to relevant diagnostic tests. This reduced decision friction, improved product relevance, and showed ~2× higher add-to-cart compared to direct product page visits (prototype validation).
Wearable Integration (Personalization & Retention)
Designed device syncing (Fitbit, Oura, Apple Health) to enable personalized insights and continuous engagement. This shifted the product from a one-time testing tool to a more longitudinal health experience with higher daily relevance.
Result Experience Optimization
Redesigned the result tab with clearer status indicators, grouped test history, and improved hierarchy. This significantly reduced cognitive load and helped users access and understand their results faster.
Dashboard & Information Hierarchy
Reworked the dashboard to prioritize results, notifications, and personalized insights. The new structure improved orientation, reduced confusion, and strengthened user trust in the platform.
Results & Product Impact
The redesigned experience significantly improved key product journeys, especially result access and symptom discovery. Validation showed a 38% reduction in navigation errors and 45% faster access to results, indicating stronger usability and engagement. By simplifying complex health data into guided and transparent flows, the redesign increased user trust and established a scalable foundation for future personalization and monetization features.
User Flows & Scalable Design System
To support a growing product ecosystem, I redefined core user flows and established scalable design foundations across onboarding, testing, and result management. By aligning components and interaction patterns across mobile, web, and reports, the redesign improved consistency, reduced cognitive load, and enabled faster iteration for future product features.












