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Service

Data Platforms & Analytics

Warehouses that give one answer. Ingestion from the systems you already pay for, modelled into tables your reporting can trust.

What I deliver

Warehouses that give one answer. Ingestion from the systems you already pay for, modelled into tables your reporting can trust, with the arithmetic in the database rather than in a spreadsheet or a chart component.

Technologies

BigQuery and Postgres, ingestion in Python on scheduled jobs, infrastructure in OpenTofu, and a dashboard built for the job where an off-the-shelf tool is the wrong fit. Analytics, search console, ad platforms, server logs and vendor exports are the usual sources.

What to expect

If two of your reports disagree, the cause is almost never the chart. It is that each one is doing its own sums over slightly different rows. I find where the numbers diverge, reconcile them against the system of record, and put the definition in one place so the next report inherits it. Where two sources genuinely count different things, both get shown and neither gets averaged.

Case studies

Contact

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