A. Karn
Work 01
2025
PivotX Advisors

Agentic AI Data Platform

Architecture and delivery of an LLM-driven data platform on Databricks and GCP.

End-to-end architecture: React front end, Python and Go microservices on Cloud Run, Databricks Apps. Defined the service boundaries and request flows the whole engineering team builds against.

LLM agent workflows and tool-use pipelines on Vertex AI and Claude, including automated code-review agents, plus the SOP governing how agents are built, evaluated and released.

SSO with Unity Catalog row- and column-level access control, IAM-private service auth, Terraform-provisioned environments, and an ISO 27001 / SOC 2-aligned delivery lifecycle.

Databricks · GCP · Python · Go · React
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