Data & AI Platform Security
Bhavin Kukadia
I build and secure production Data and AI platforms on Databricks across AWS, Azure, and GCP. Battle-tested patterns for identity, observability, and governance in regulated industries.
Work
- 01 Applied AI Governance Identity, observability, and the agent-runtime harness on Databricks, with reference architectures and a working library of talks. →
- 02 All Things Databricks Battle-tested, multi-cloud deployment patterns: private connectivity, Unity Catalog, and security reference architectures. →
- 03 Well-Architected Agent Read-only, deterministic review of Databricks workspaces against tested baselines, with evidence, official-doc references and Terraform to fix the gaps. Runs locally; works with any MCP client. →
- 04 Databricks IP Ranges Production firewall allowlisting: continuously updated Databricks IP ranges in ready-to-use formats. →
Writing
Elsewhere