Research

Presidential Election Forecasting

Developed machine learning models to predict outcomes of U.S. presidential elections using polling and demographic data.

Hoover Institution • Election ML

VR Game for Adolescent Support

Developed Unity-based VR self-care games designed for children with cleft conditions and disabilities. Integrated adaptive design principles for therapeutic accessibility.

IEEE ICDH • UC Santa Cruz • XR

Public Opinion on AI Chatbots

Research on parents and nonparents view of AI agents on child safety.

Meta • Stanford • AI Safety