2026-03-12 • 4 min read
Designing Ingestion Frameworks That Scale Across Teams
A practical blueprint for building ingestion frameworks that reduce onboarding time and improve consistency.
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Data Engineering Insights
Practical notes on architecture, delivery, and reliability from real implementations.
2026-02-02 • 3 min read
Entity Resolution Lessons from Banking Implementations
What improves ER outcomes in production beyond model tuning.
2026-01-20 • 3 min read
A Startup Data Stack Plan for the First 90 Days
A focused roadmap to go from ad hoc spreadsheets to trusted reporting.
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