Lawyer by profession, amateur AI researcher and tinkerer by inclination. I’m interested in running open-weight models locally; especially on Apple Silicon via MLX; adapting them (weight surgery, LoRA), and exploring where on-device AI is actually useful for legal practice. While I am not an ML engineer; I learn by building and publishing the results. Feedback and suggestions always welcome.