Paris Michalas

Partner at NetProjects (Internet Projects Ltd). Running decision models and local LLMs on Apple Silicon with MLX: calibrated one-pass judges, claim-vs-evidence checking, and second-opinion routing. My MLX ports (21, under netprojects): AutoTrust-JEV 35B & 27B, Granite Switch 4.1 8B & 30B, Nemotron 3.5 Embed & Rerank, Nemotron Dory, GLiDE, H2O Lightning 4B. See the My MLX ports collection.