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About

Systems in Prod is written by Nagaraju, a data engineering manager with 8+ years of experience building and running data platforms for large enterprises — Databricks, PySpark, Airflow, Python and SQL — and now building AI systems on top of them.

  • Realistic, not confidential. No client or employer data is ever published. Use cases are built on my own setup or are composites of common patterns, and they are labeled that way.
  • Measured, not guessed. Cost and performance numbers come from real runs, with the setup stated.
  • Vendor-neutral. Tools are chosen for the problem. Nobody pays for a mention.

Videos for many use cases are on the YouTube channel linked at the top of the page.