Software engineer focused on AI systems and architecture. I experiment with open-weight models, local inference, quantization, agentic workflows, and reproducible benchmarks, especially where model behavior meets runtime constraints, context engineering, tool use, and deterministic software systems. Interested in making frontier-class AI practical on local hardware.