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Selected work

Three generalised accounts of professional work: context, constraints, decisions, outcome and the transferable lesson.

A small number of pieces of work described in enough detail to be useful, and generalised enough to be publishable. Context, constraints, what I decided, what happened, and what I would carry to a different organisation.

This is not an employment history. That is under Experience.

Each account below is generalised. Specific employer systems, internal names, customer information and operational details are omitted.

Selected work

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Governance · Operating model

Designing a production gate across six control functions

Every team was rediscovering the same route through governance. Building the route once, without taking authority away from anyone.
Platform adoption · Operating model

Improving platform onboarding as a product problem

Getting a new team productive on a shared platform took weeks. Almost none of that was technical setup.
Enterprise ML · Regulated banking

Taking a machine learning capability from experiment to production service

A well-performing model that no part of the organisation was structured to run. What it took to close that gap, and what it cost.