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.

Bias in AI Hiring Systems

The effects of bias and discrimination within new AI hiring systems on marginalized communities.

Wordle Solver

Daily wordle solver using Shannon entropy models.