Wyatt Hansen

Designed and launched a multiplayer geography game where players race the clock to type or find all 197 countries on an ASCII-art world map, featuring eight game modes across the modern world, five historical eras, Pangaea, and the US states. I developed this project entirely by directing AI coding agents (Claude Code): I owned the product direction, specified the features and gameplay rules, made the architecture decisions, reviewed the generated code, and tested every release on real desktop and mobile devices. The game runs on React and TypeScript with a WebGL2 map renderer, and a Hono and Node backend handling real-time multiplayer over Server-Sent Events, worldwide Postgres leaderboards, and anti-cheat telemetry. Deployed and operated in production on DigitalOcean behind Cloudflare. Check it out and play a game at countriesofthe.world!

A collaborative research project on composition-aware aesthetic assessment, built on the Composition Assessment DataBase (CADB). We reproduced the SAMP-Net baseline and compared three DINOv3 architectures predicting the same five-bin quality distribution; the partially unfrozen backbone improved MSE, SRCC, and LCC over the baseline with EMD parity. The project also includes an on-device demo: a progressive web app that runs the fine-tuned model entirely on an iPhone through ONNX Runtime Web on WebGPU, scoring a photo in about 190 ms with no server and no network after the first load. It shows a 1-5 composition score, a percentile against the model's own CADB predictions, and ranked probabilities for all 14 composition techniques, drawing each technique's guide over the photo. Check out the code on GitHub!