Turning inefficient processes into automated systems for over a decade. Maps the current state, defines the target and builds the automation that closes the gap, with speedups up to 700x in production. The tools tend to outlive the task: one became mandatory procedure for an airline department. Background in information security engineering, with hands-on work across aviation, banking, Web3 and developer tooling.