Healthcare

Details of my work as a Data Scientist and Responsible AI Specialist at UCLA Health are below.

Data Science

I develop custom machine learning (ML) models for healthcare use cases at UCLA Health. I am also an expert on the migration and deployment of models in a healthcare setting. So far I have led and contributed to ~10 ML/AI projects since starting at UCLA Health. These models range from risk based and natural language processing (NLP) models for improving patient care, and predictive models for streamlining hospital operations and care team workflows.

Responsible AI

I have built many components of a comprehensive Responsible AI program at UCLA Health. These include the development of clear model documentation and contributing to the development & facilitation of the Health AI Council (HAIC) model review process. More information on Responsible AI efforts at UCLA Health are given in my talk for UCLA's 2023 Data Day.