Research
Independent Researches
Independent research into how data platforms are designed, governed and run, written up with the evidence behind each finding.
Coming soon
The first write-ups are on the way
Research papers and findings will be published here. Get in touch if you'd like to collaborate or be told when the first one is out.
Get in touchAreas of interest
What I research
Lakehouse architecture
How medallion layers on Microsoft Fabric and OneLake hold up as platforms grow.
Cloud data cost
Where data pipelines waste compute, and which design choices keep spend predictable.
Data quality at scale
Automated checks and reconciliation for data that reaches regulators, researchers and the public.
Point-in-time modelling
Rebuilding reliable history from audit data for as-at and trend analysis.