I build engineering and ML systems for the environment.
A physics-informed neural network modeling 1,4-dioxane transport through Ann Arbor's groundwater. Presented to U.S EPA, MI EGLE, and partnered with Ann Arbor Drinking Water treatment plant as a decision-support tool.
A soil-moisture sensor network and custom controller for a community farm, built as a full custom stack from field sensors to a live cloud dashboard. Presented to the Ypsilanti Sustainability Commission; currently deploying on-site.
Rockfall risk zones for park visitors, mapped with a novel proxy: geotagged visitor photos. Built with the park's chief geologist, Dr. Greg Stock.