Technical and operational work since 2013. Board-level electronics repair, management of technical stores with responsibility for people, suppliers and numbers (2019-2024), and since 2024 licensed security guard work in Milan. One habit stayed: you do not say something works until you have tested it.

For about two years, full time, AI-based systems. I do not write them: I have them built by teams of coding agents that I direct with written rules, registers and tests. Self-taught, from technical papers.

A technical diploma, no degree. I prefer to be judged on the work, which is public.

One question in everything I build: can you trust what the machine just told you? A memory without a source is not a memory, it is an invention.