Data Podcast for Nerds!

Don't Be Afraid to Break the Code: Revolutionizing IT Audit with Databricks | David Lee

May 28, 2026·37 min
Episode Description from the Publisher

Learn all about how an internal auditor uses data to solve the world's problems, one brick at a time.In this episode of the Data Podcast for Nerds, we talk with David Lee, Director of IT Audit & Data Analytics, to discuss how he transitioned from hardware in the Air Force to revolutionizing the world of internal audit. From his "Aha!" moment with Jupyter Notebooks to his current obsession with Databricks, David explains why the secret to mastering AI isn't just about technical skill, it’s about the willingness to fail and build it back better.Highlights 🔦- Creating a Safe Space to Learn by using the Databricks Free Edition for your "wacky" experiments. It’s a low-stakes environment where you can practice building data pipelines without the fear of your IT administrator seeing your noob mistake.- Automating the "Messy" Stuff: like automatically pulling critical data from unstructured PDFs and cleaning messy vendor columns in seconds.- Discovering how Databricks AI Genie allows auditors to build applications and analyze data simply by typing prompts, effectively changing the role of a "coder" into a "code reviewer".Where to find David: LinkedIn

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