Identified locations for 170,000 affordable homes on land owned by SF Bay Area public agencies through suitability analysis on 2 million parcels across nine counties.

Client: Metropolitan Transportation Commission

Completed multiple site discovery campaigns across the US that resulted in the discovery of numerous sites for utility-scale solar projects.

Client: Intersect Power (acquired by Google/Alphabet in 2025)

Developed remote sensing pipelines to generate country-level agricultural insights. Optimized commodities trading and supported the sustainability initiatives of the largest private US company.

Client: Cargill Inc.

On a 5-acre property in Antelope Valley we are mapping vegetation using drones and geotagged photos for ground level imagery. The effort will inform future land management practices to reduce invasive species on the property.

In a year-long vegetation monitoring campaign, 20 UAS surveys were conducted at 4 locations in the Sacramento-San Joaquin Delta as part of NASA funded research to understand the carbon storage potential of wetlands.

Client: Dronova Lab, UC Berkeley

Located 6,600 fish farming cages in Greece by training and deploying deep learning model on satellite imagery. Estimated environmental impact based on bioenergetic model, water temperature, ocean current, and bathymetry.

UC Berkeley Masters Thesis

Awarded a total of $155k in funding to develop satellite-derived Key Data Elements to enhance the integrity of seafood certification programs established by the World Wildlife Fund.

Client: Aquaculture Stewardship Council

106 public docks were analyzed to identify the most suitable locations for expanding ferry service. 14 locations within 15 minutes driving distance of half a million people were selected as prime locations for future ferry service.

UC Berkeley GIS Project (C188)