Writing

Notes from the work.

Honest writing on data engineering, analytics, pipeline design, and lessons from building real systems.

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dbt Patterns & Analytics Engineering
Model structure, data contracts, testing strategies, and tradeoffs in analytics engineering.
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Lakehouse Design Decisions
Bronze/silver/gold tradeoffs, DuckDB vs BigQuery, and local-first data platforms.
Coming soon
Data Quality as Engineering
Schema tests, row-level validation, and why quality is never optional in production.

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