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01.4 / Services / Data Platform

Data Platform Engineering — Pipelines & BI

Pipelines, orchestration and the reporting layer the business actually trusts.

Approach

How we work on it.

  • Ingestion and transformation pipelines running on managed cloud services, deployed per application rather than as one monolith.
  • Webhook and partner integrations handled as first-class services, with replay and failure visibility.
  • Warehouse modelling and BI, so that two teams asking the same question get the same number.

Stack

  • Python
  • FastAPI
  • GCP
  • BigQuery
  • Cloud Run
  • Superset

Related work

Where this has run in production.

01 / Workstream

Classification Service

Build & operate

A service that standardises how incoming business is categorised, so the answer no longer depends on which colleague you asked.

  • Python
  • Flask
  • Gunicorn
  • PostgreSQL