AI

Machine learning and applied AI projects — environmental forecasting, computer vision, and language-model interfaces.

Avalanche Risk Forecasting

Physics-informed ML model that forecasts avalanche risk at 2–5 km resolution from satellite, snowpack, and weather data. 3rd Place, Engineering — Golden Gate STEM Fair.

AI Art Detection

CNN classifier that distinguishes AI-generated images from human-made art, built during COSMOS @ UC San Diego.

LitterBot AI

EfficientNetV2 CNN that sorts a photo of waste into 9 recycling categories and tells you which bin it belongs in, built in Litterbot design, achieved DSWA innovation award at Diamond Challenge finalists.

Racial Bias in AI Hiring Systems

How AI hiring systems can disadvantage applicants because of their race: the effects, causes, and possible solutions.

Wordle Solver

Daily wordle solver using Shannon entropy models.