I've been where you are — cracking DE interviews, optimizing profiles, and figuring out what actually matters vs. what's just noise. 2.5+ years building large-scale pipelines on Azure Databricks, PySpark & Delta Lake. Certified Databricks Professional + Associate and Google Cloud Engineer. From PySpark internals to resume positioning to breaking into product companies — I guide you with what works in the real world, not just theory.