Engineering practitioner focused on bridging frontier AI architectures (agents, GraphRAG, Evals) with heavy industrial, automotive, and high-tech manufacturing environments. Passionate about AI Harnessing—building the deterministic state machines, context pipelines, and evaluation frameworks that turn unpredictable models into reliable enterprise software where humans remain firmly in control.