
Stanford Medicine
The world’s first consistent terminology tool for meAt Stanford Medicine, I designed the interface for a machine-learning powered metadata normalization tool—a first-of-its-kind solution for medical research. My focus was UX clarity and accessibility, making big datasets usable in real-time for global research collaboration.dical research metadata
Project Overview: Client: Stanford Medicine | Project: Metadata Terminology Tool | Role: Interface Design & Production
The Challenge: Medical metadata was fragmented and inaccessible for timely research.
My Role & Approach: Designed UI integrated with ML-driven terminology engine for global use.
The Solution: Built clear interface enabling real-time normalization of research data across institutions.
Results & Impact: Standardized metadata globally, accelerating data-driven discovery and collaboration.


