I build engineering and ML systems for the environment.
A physics-informed neural network modeling how 1,4-dioxane spreads through Ann Arbor's groundwater.
A soil-moisture sensor network and custom controller that optimizes water use on a community farm.
Rockfall risk zones for park visitors, mapped with a novel methodology built on visitor photos.