I'm a third-year Data Science student studying at the University of California, San Diego.

Projects are inspired by personal interests and concepts I've learned.

Projects

• Are Polymarket prices calibrated? Testing against 1.27 billion on-chain trades2026-10

  In progress. Testing whether Polymarket prices match how often events actually happen, and whether that differs between crypto, politics, sports and other markets, using 1.27 billion on-chain trades.

• Text-to-Image Search for Clothing with FashionCLIP and CLIP2026-10

  Text-to-image search over 45,622 Fashionpedia clothing images, comparing FashionCLIP and CLIP with a pre-registered evaluation and 391 hand judgments made blind to model and rank.

• Does thyroid function predict metabolic health? Tested against NHANES data2026-08

  A survey-weighted analysis of NHANES thyroid panels testing Ray Peat's bioenergetic hypotheses — three of four pre-registered predictions failed, and the one significant result ran backwards.

• Power Outages and Population Density in the United States2026-06

  Do higher-density states recover from power outages faster? A permutation-tested EDA and a Random Forest outage-duration model on 16 years of U.S. outage data show that it may not be significant.