Alwyn D'Souza

I'm a data engineering leader with 20+ years building production-grade data platforms for enterprise teams. I specialize in the modern data stack — dbt, Databricks, DataOps, and increasingly, AI-powered systems.

My work sits at the intersection of data engineering and AI — from building MCP servers that give AI agents governed access to data platforms, to implementing semantic layers that make metrics first-class citizens.

I write extensively on these topics and build open-source reference architectures that teams can actually use in production.