Notes from the work

Writing

Practical notes from my data work: building and validating datasets, analysis and modelling projects, and the tools that make data easier to trust and use.

I write when I have something useful to share: an implementation detail, a problem I had to untangle, or a decision that might help someone building something similar.

• How I Built Kenya Data: From Administrative Sources to Python and TypeScript SDKs

  A technical walkthrough of building a structured Kenyan administrative-geography dataset, validating its relationships, distributing it through SQLite, and exposing it through Python and TypeScript SDKs.

  5 October 2026 · 7 min read