I build small web tools and share practical notes on data cleanup, debugging, and reliable interfaces.
About
I make small, practical tools for messy data and everyday web tasks. Here I share working examples, debugging notes, and the choices behind them. My current projects include a browser-based product CSV cleaner and reproducible code-review examples.