My work in devYRPauli/looma was selected for the XERJ Corpus Hub: AI coding agents retrieve it as a worked reference instead of guessing.
AI systems engineer at UF IFAS. I work on the layer where AI systems quietly go wrong, and I prove it. 69 merged PRs: llama.cpp, RAGFlow, Mem0, MLX.

