Head of Engineering
Mathematics educator
Personal research · in progress
Mathematics
Research
My work brings together engineering leadership, mathematics education and a personal research practice across engineering, mathematics and computation.
Explore01 Three dimensions
Architecture, distributed systems and platform reliability—together with the technical and organizational decisions required to operate them at scale.
A formal teaching career grounded in mathematical reasoning, abstraction and the careful communication of difficult ideas.
Several programs, worked in the open. The active one asks how infrastructure can learn from its own behaviour and adapt safely; an earlier one on dependable AI remains available.
A coherent progression
How systems behave under scale, failure and organizational pressure.
How abstraction, evidence and uncertainty shape sound reasoning.
How people interpret authority, confidence and complex information.
“How can computing infrastructure safely learn from its own runtime behaviour and adapt its operational policies under uncertainty?”
Running continuously
Programmes that run on their own hardware without supervision, report their own state, and keep the record of what failed beside what held. One is active, one is paused with everything it built intact.
The Lab