Data Engineering with Databricks

Databricks unifies data engineering, analytics, and machine learning on a single lakehouse platform. I use it to migrate expensive legacy ETL workloads, build Delta Lake architectures, and deliver significant cost savings — in one engagement, a Databricks migration saved $140K annually while delivering insights 12 hours faster. For organizations evaluating lakehouse vs. traditional warehouse architectures, I provide hands-on guidance grounded in production experience.