https://mattismegevand.com/ mattis personal website Tue, 24 Feb 2026 21:59:55 GMT https://mattismegevand.com/posts/repere/ https://mattismegevand.com/posts/repere/ a local-first data explorer with shareable, replayable pipelines that runs sql entirely client-side using duckdb-wasm https://mattismegevand.com/posts/neural-network-compression/ https://mattismegevand.com/posts/neural-network-compression/ making deep learning practical on embedded hardware by letting networks learn their own compression quantization, pruning, and low-rank factorization in one training loop https://mattismegevand.com/posts/inlinecms/ https://mattismegevand.com/posts/inlinecms/ A minimal dev-only CMS for inline editing of Markdown content with live preview and automatic file saving https://mattismegevand.com/posts/invertornot/ https://mattismegevand.com/posts/invertornot/ a small neural network that decides whether images should be inverted in dark mode, trained on real user feedback and deployed as a fast api https://mattismegevand.com/posts/sqlgbm/ https://mattismegevand.com/posts/sqlgbm/ converting gradient boosting models to sql queries for zero latency inference without additional infrastructure