Latest | Publications
Essays on health data, NHS delivery, and the business side of healthcare analytics. Writing publicly sharpens my thinking and shows how I approach problems.
The Architecture of Care: Decoding Health Data Quality in the UK vs. the US
Two nations, two philosophies. The UK built a unified data goldmine through the NHS; the US created a fragmented marketplace where health data is commoditised. A comparative analysis of interoperability, governance, and what it means for anyone building in the health data sector.
Read More →The Automation Imperative: Why "Do Once and Automate" Is a Survival Strategy
Inside the philosophy that separates health data teams who scale from those who drown in spreadsheets. Why your first contribution to an NHS Trust will be a script that saves four hours a week, not a deep learning model.
Read More →The UK Health Data Business
Who owns the pipes, who moves the money, and why health data scientists should understand the business they work in. A breakdown of the £15 billion UK digital health market: the five layers of players, the contracts that shape careers, and what most MSc programmes never cover.
Read More →The Day I Got My Start Date
What building a £1.2 billion NHS problem into a portfolio project actually taught me. The DNA prediction project that led to my NHS England role, the 93% accuracy result that turned out to be data leakage, and why catching that mattered more than any clean number ever would have.
Read More →