Healthcare AI: 0-to-1 UX Roadmap

Led agile team to realize the client’s vision through quantitative research, comprehensive UX design, branding, and the development of a scalable design system.

Industry

Healthcare

AI/ML

Responsive Web

Role

Product Design Lead

Team

3 Product Designers • 1 UX Researcher • 1 Content Designer • 1 PM • 1 Developer

Skills

Stakeholder/User Interviews • Research Planning • Survey • LLM Research • Usability Testing • A/B Testing • Research Analysis • Figma • Scalable Design Systems • Interaction • Visual Design • Accessibility (WCAG) • Responsive Design • AI-Assisted Design-to-Code Workflow

Impacts

0-to-1

Responsive Web

with scalable design systems

0-to-1

Responsive Web

with scalable design systems

20+

Reusable

tokens & components

20+

Reusable

tokens & components

5+

Competitive Analyses

for business & product development

5+

Competitive Analyses

for business & product development

12+

Pages

shipped

12+

Pages

shipped

01 · Designed 0-to-1 Website: How to systematically and strategically break down ambiguity?

Three weeks ago, there was no website—only a vision and a lot of complex technical jargon from a client in the healthcare AI sector. The business goal was to promote a life-saving product that uses radio-frequency tech to prevent and predict falls, through a trustworthy website that encourages users to adopt and purchase it.

I led my team in quickly moving from ambiguity to clarity using survey and user-testing data to inform design decisions and iterations.

02 · UX Research: Quantitative Data Analysis

I analyzed survey responses and visualized insights to reveal users’ expectations for the healthcare website and guide the information architecture, personas, journey maps, and flows.

03 · Competitive Analysis: Inspiration & Trends

Analyzing five healthcare competitors provided design patterns and market trends that supported the SWOT analysis and complemented survey insights on how to express through content and UX design.

04· Guiding and Supporting My Team to Deliver Results Efficiently: Establishing a Structured Framework for Desktop → Tablet → Mobile

Under my leadership, we moved quickly, iterating from v1 to v4, influencing product direction, securing executive buy-in by the 3rd meeting, and delivering 12+ responsive pages that meet business requirements and user needs. I’m also an IC working on design options for the Nav Bar, Homepage, Purchase and Pricing, Product and Feature, About Us, News, and interactive prototypes.

05· Test and Learn: Data-Informed Design Decisions

Usability, A/B testing data and feedback from caregivers and the client’s medical team informed rapid iterations, enabling us to build a working, scalable framework to iterate quickly and validate the design.

06· Handoff Documentation and Scalable Design System

Documented specs, shared components and spacing variables let devs build each breakpoint from the same source and let the team add pages without redrawing the basics.

Impacts

0-to-1

Responsive Web

with scalable design systems

0-to-1

Responsive Web

with scalable design systems

20+

Reusable

tokens & components

20+

Reusable

tokens & components

5+

Competitive Analyses

for business & product development

5+

Competitive Analyses

for business & product development

12+

Pages

shipped

12+

Pages

shipped

Thanks for stopping by. If you’re building something ambitious and need a design leader who still ships, let’s talk.

2026 ® Jeff Chang. All Rights Reserved.

Thanks for stopping by. If you’re building something ambitious and need a design leader who still ships, let’s talk.

2026 ® Jeff Chang. All Rights Reserved.

Thanks for stopping by. If you’re building something ambitious and need a design leader who still ships, let’s talk.

2026 ® Jeff Chang. All Rights Reserved.