AI/ML-Driven In-Vehicle Health Monitoring UX at Caltech
: Bridging Automotive and Medical Domains Through Embedded Robotics and Multi-Material Medical Intelligence

Role: Product Lead | Period: Ongoing, 2025 - Present

I am leading the development of a next-generation AI/ML-powered medical robotic interaction system at the California Institute of Technology (Caltech), integrating both automotive and healthcare UX domains. This ongoing research explores context-aware UX through interactions across 15+ medical material types, aiming to deliver seamless and adaptive user experiences. I am responsible for end-to-end UX system planning, cross-domain interaction design, and close collaboration with engineering teams for prototyping and validation. We are currently preparing over eight patent applications involving novel algorithms and advanced sensor integration methods.

Tools: Design tools, AI software, etc.