I turn messy public data like aerial imagery, parcel records, permits, lidar, and smart-meter readings into pipelines people can make decisions with. Looking for data engineering, ML, and data science roles. B.S. in Applied Mathematics with Highest Honors, UC Santa Cruz, 2026.
solar-soiling-detection · dashboard Engineering Lead, Better Behavior Foundation Joins 21 cm aerial imagery, parcel records, building permits, and lidar to map 3,362 rooftop solar arrays across Santa Cruz County. The retrained RF-DETR + SAM2 detector raised recall against unseen permits from 10% to 74%. Metered data from 149 rooftops showed routine cleaning loses money for the average home. |
energy-advisor · try it Independent project Reproduces a California household's real utility bills from its own meter data (11 of 11 PG&E bills within $2), then ranks every rate plan it qualifies for. Runs in the browser on Pyodide, so your data never leaves your computer. |
sparse-scan-SEM-reconstruction · try it Independent project Fills in the pixels a fast electron-microscope scan skips. A U-Net beat the traditional methods in all 30 simulated conditions by about 2 dB at 0.03 s per image. A diffusion model matched it at about 600x the compute. |
jobradar Independent project Finds jobs on USAJOBS and company boards the big sites miss, filters and scores them against resume variants, then reranks the top results against a written rubric with the Claude API. |
Also at BBF: built booking flows and the Prolific payout system for a 1,413-person real-money A/B test that doubled airline donation rates, from 18% to 42%.