-
What I learned writing a clinical hazard log for an AI workflow
I wrote a hazard log for an AI-integrated clinical workflow without a supervisor — to understand what the NHS DCB0160 framework actually requires in practice. The goal wasn't to produce a certified document. It was to do the thinking the framework demands, without someone else doing it for me. Here's what surprised me.
-
The Algorithmic Nudge — what my MSc dissertation found, and what I'd ask differently now
My MSc research examined what predicts whether people engage with AI health coaching tools. Small study, honest limitations — and a finding I keep returning to in clinical practice. Two years on, here's what I'd add, what the landscape looks like now, and what the study missed.
-
Searching in plain sight — documenting a transition into digital health governance
What it actually takes to move from frontline clinical work into digital health governance — documented as it happens. Not a retrospective success story. A working account of the landscape, the learning, and the gaps between what the field asks for and what clinical training provides. The ending isn't written yet.
Writing
On clinical safety, AI in health technology, and what it actually takes to close the gap between what health systems intend and what they deliver.