Stuff

A selection of projects I've worked on.

Age & Crash Outcomes

An interactive dashboard exploring how driver age relates to fatal and non-fatal crash outcomes using NHTSA FARS and CRSS 2022 data. Includes state-level dot plots, regression analysis, and exposure-normalized rates.

Traffic SafetyData VisualizationNHTSA

CA-27 Precinct Map

An interactive map of California's 27th district, with precincts colored by 2026 predicted margin alongside a district forecast, target precincts, and cluster summary.

ElectionsData VisualizationMaps

Ranked

A head-to-head movie & TV ranking app — no star ratings, just better or worse. Log what you watch and build your own ordered list.

MoviesWeb App