Data Engineering Lab
Pipelines. Courses. Consulting.
A hands-on resource for data engineers — built by someone who has shipped production pipelines at Bloomberg and Mercer. Learn through real-world write-ups, access members-only deep-dives, or bring me in to solve your data infrastructure problems.
Learn
Deep-dive articles and members-only guides on dbt, Polars, Kafka, and modern data stack architecture.
Lab notes
Honest write-ups from a working homelab — the experiments, the failures, and what actually ships to production.
Hire
Available for freelance engagements and consulting. I build data infrastructure that investment teams trust with real numbers.
See my work →Recent posts
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Incremental dbt models without losing your mind 🔒 Members
A few patterns for incremental models that survive backfills.
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Hexagonal Architecture in Python
Building a market data app with hexagonal architecture in Python. Clean separation of concerns and maintainable code.
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Building a Website with Hugo and GitHub Pages: A Complete Guide
Learn how to create a fast, secure website using Hugo static site generator and host it for free on GitHub Pages. Step-by-step guide.
