Open to consulting engagements

Let's talk about what's actually breaking

The fastest way to reach me is a LinkedIn message. Tell me the symptom, a Databricks bill nobody can explain, a Spark job that keeps creeping, a migration you are not sure will land. I read every message and I will tell you straight if it is not something I can help with.

Good fit if

  • You run Databricks or Apache Spark in production and the cost or runtime is a real problem
  • You are migrating off CDH, Teradata, or Hadoop and want the numbers to provably match
  • Your platform works but is drifting toward a monolith nobody wants to touch