Healthcare Operations
ZIP
ZIP is a healthcare platform that helps employers align care spend with actual usage while giving members, providers, and care teams a clearer way to navigate benefits, provider selection, and care coordination.
- Role
- Lead Product Engineer
- Focus
- Product design, UX architecture, frontend implementation
Problem
Employers were paying for broad healthcare coverage across every employee, even when only a small share of the workforce needed care or high-cost treatment, which made the cost model feel disconnected from real usage.
Responsibilities
- Aligned product and stakeholder input with backend rules, permissions, and healthcare workflow constraints.
- Worked across product design, UX architecture, frontend implementation, and platform hardening.
- Structured the product into separate internal and external surfaces with clear role boundaries.
- Designed and built key journeys across onboarding, care coordination, analytics, and AI-guided care flows.
- Aligned the UI with backend workflows, permissions, performance requirements, and security constraints.
Key Challenges
- Designing for multiple user groups with very different goals and constraints.
- Separating internal and external access clearly without fragmenting the product.
- Making healthcare workflows understandable for patients while preserving operational depth for admins.
- Supporting a mobile-first external experience without compromising platform complexity, safety, or auditability.
Design Decisions
- Split the platform into two distinct product surfaces instead of forcing every user through one app.
- Treated the external experience as mobile-first from the start.
- Designed the AI care journey as a structured workflow rather than a free-form chatbot.
- Standardized shared interaction patterns, states, and token-driven UI foundations across the admin platform.
- Treated performance, reliability, and compliance-aware design as core product requirements.
Impact
- Established a clearer two-app architecture with stronger audience boundaries.
- Turned the external experience into a mobile-first care product with clearer navigation and engagement.
- Made the admin platform more consistent across dashboards, tables, dialogs, and management flows.
- Improved reliability and performance through stronger validation, startup behavior, caching, and runtime hardening.
- Strengthened security through clearer auth boundaries, safer route policies, and more deliberate handling of sensitive workflows.
Tools & Technologies
ChatGPTCodexReactTypeScriptTailwind CSSViteRadixAnt Design MobileExpressPrismaPostgreSQLZodOpenAI APIDockerPlaywrightVitestPino
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