Forward deployed engineer — I build the last mile between AI systems and the messy reality they land in. Governed agents, tool gateways, durable memory, model routing. Local inference and evaluation: GGUF quantization, imatrix calibration, and CUDA benchmarking on consumer hardware. Interested in agent systems that are verifiable rather than impressive.