AIPA - AI-Powered Patient Interaction Training

Helping medical students practice patient interactions anytime, anywhere

I helped redesign the interface of AI Patient Actor, a chatbot-style patient interaction simulator, through a partnership with the Thesen Lab and the DALI Lab
Role
Team
Tools
Duration
Junior Designer
3 designers,
2 developers,
3 data engineers,
1 product manager
Figma
10-week sprint, March - June 2025

Patient interaction training is crucial, but costly

Effective patient communication is an essential skill for healthcare professionals, yet mastering it requires hands-on practice and targeted feedback—resources that are often limited in underfunded medical training institutions. Gaps in training can impact medical history collection, treatment explanations, and sensitive conversations.
AI Patient Actor is an online platform that helps medical trainees practice patient interviews and diagnosing medical conditions through simulated interactions. After each session, trainees receive individualized feedback, identifying strengths and areas for improvement.

Two main problems with the old website

Website sprawl

Core features (chatbot, case upload, alternative versions) are spread across multiple pages, making it difficult for users to navigate and manage the site.

Lacking key features

Our client wanted a more robust set of features, including voice user interface support, case assignments, and differential diagnosis feedback.

Redesign goals

Sprawled -> Sustainable

Core features (chatbot, case upload, alternative versions) are spread across multiple pages, making it difficult for users to navigate and manage the site.

Lacking features -> Feature-rich

Our client wanted a more robust set of features, including voice user interface support, case assignments, and differential diagnosis feedback.

Design audit

My team conducted a design audit to identify key areas of improvement in the old website. Here's a snippet of our comments on the old AIPA chat interface:

User interviews with key users

My team conducted interviews with medical students and instructors at a variety of medical schools, including Here were the key insights:

Project takeaways

Create a free website with Framer, the website builder loved by startups, designers and agencies.