Systems, Software & Applied AI Engineering

I provide remote and selected hybrid systems, backend, and applied-AI engineering support.

My background is long-form UNIX and Linux work: system administration, scripting, automation, and keeping complex estates running without drama. I work best where systems already exist, history matters, and reliability is valued over novelty.

Typical engagements are investigative, stabilising, or incremental rather than green-field.