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Notes from the work

Data engineering, from inside a hospital

Personal reflections on the practical details of building and understanding healthcare data systems, written without patient information or sales pitches.

The Question Behind a Hospital Data Request

A request for a dataset is often the start of a conversation, not the full specification. The useful work is…
5 November 2026

Following a Hospital Data Pipeline by Hand

When an output looks unfamiliar, the quickest route to understanding it may be to trace one field from source to…
5 November 2026

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