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

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

From Data Podcast for Nerds! by nerdnourishment

May 28, 2026 · 38 min · Season 4 · Episode 104

About this episode

David Lee discusses his journey from the Air Force to revolutionizing IT audit with data analytics and Databricks.

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…

People in this episode

Host: nerdnourishment

Guest: David Lee

Topics covered

  • IT Audit
  • Data Analytics
  • Databricks
  • AI
  • Internal Audit
  • Automation

Keywords

  • IT Audit
  • Data Analytics
  • Databricks
  • Jupyter Notebooks
  • AI
  • Automation
  • Internal Audit

Mentioned in this episode

Organizations: Databricks, Air Force

Products: Jupyter Notebooks, Databricks AI Genie

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