A rocky summit under deep blue sky with two white clouds, shot on film.

I call races and build election forecasts at VoteHub. I built a small part of our midterm model, the first to carry geospatial and ecological inference estimates for more than 160,000 precinct geographies nationwide, and I also built our Voter Power Index. On my own, I used Google DeepMind’s AlphaEarth satellite embeddings and census data to estimate how a precinct votes by looking at it from orbit. When I’m not doing any of the above, I’m a junior at Evanston Township High School.

Writing