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Romey Choi

BS in Interaction Design — Interaction Design

LLM-Driven In-Vehicle Health Monitoring UX with AI/ML – Caltech [Patent application in progress]

Leading an independent project at Caltech to develop a next-generation AI/ML and LLM-powered in-vehicle health monitoring UX system that bridges automotive and medical domains. The research leverages biosignals, 15+ types of medical data, and bio-robotics to enable seamless, context-aware, and adaptive interactions.
Learning Outcomes:
I direct end-to-end UX planning, design cross-domain interfaces, and collaborate closely with Caltech Medical Engineering postdocs on prototyping and validation. The project is ongoing, with a patent in preparation. Specific details are currently under patent application and are not available for public disclosure. While I cannot share the specifics, the process has been deeply rewarding, and I am glad that my intent to help others comes through in this work.