i build things for the web and write about the intersection of software engineering and ml.
myself
i like building small, fast products for the web and working on the parts that actually make them useful: product logic, infrastructure, content systems, and practical ml features.
most of my work sits somewhere between software engineering and applied ml. i care more about useful systems, clean interfaces, and measurable outcomes than novelty for its own sake.
this site is intentionally minimal. i wanted the projects and writing to do most of the talking.
projects
elevator-ainotion2vaultemotion-recognitiongerman-conversationsmarkdown-to-htmlmira-authpurenotesshorts-automatorwriting
why i stopped fine-tuning and started promptingMar 2025embeddings are all you need (for most search problems)Feb 2025running models locally changed how i think about mlJan 2025eval-driven developmentDec 2024data quality still beats model qualityNov 2024