Systems engineer. Security researcher. Quiet architect of things that probably shouldn't work — but do.
Small models doing big things. Quantization, fine-tuning, skill training, agentic workflows, and generative CAD. Been at neural nets since 2013, still surprised weekly.
The GPU hums, the coffee's on, and the door's open.