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Data Engineering

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Posts in the Data Engineering category, sorted newest first. Each card shows the publish date and a short excerpt so you can scan for the topic you came in for. The pillar guide linked in the intro above (when one exists) walks the same set of posts in a structured reading order if you prefer that route.

AWS S3 data lake bucket structure for fintech platform modernizationData Engineering

May 29, 2026

Data engineering for a regulated fintech: a 10-month AWS lake build

A regional fintech operator needed its legacy file submission and reporting platform rebuilt on a modern AWS data lake. We delivered a Medallion architecture on S3 + Glue + Airflow + Athena across two AWS accounts, with regulator-aligned compliance baked in, and a reusable ingestion framework the client now extends in-house.

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