---
title: "Work · Nick Tran"
url: https://trannolis.com/work
description: "Selected data platform and AI infrastructure work by Nick Tran."
---

# Work

-   [2024–2026AI over governed enterprise dataMCP servers and a Databricks Genie semantic layer over governed data, with access control and audit owned by engineering.MCP · Claude · Databricks · Unity Catalog](/work/ai-over-governed-data)
-   [2022–2026Data Lake buildout on AWS using DatabricksDev, Stage and Prod Databricks workspaces on AWS with Unity Catalog RBAC, federated sources, Lakebase apps and shared AI coding standards for the team.AWS · Databricks · MLflow · Terraform](/work/data-lake-buildout)
-   [2025–2026Pine Peak research platformA financial data and research platform with audit trails, reproducible research and human approval on consequential actions.Python · Data platforms · AI agents](/work/pine-peak)
-   [2022Real-time market data streamingA Spark Structured Streaming pipeline for near-real-time hedging exposure on an MBS trading desk.Spark Structured Streaming · Azure · Power BI](/work/market-data-streaming)
-   [2026Unstructured document automationDatabricks pipelines that select, retrieve and deliver unstructured policy documents by metadata.Databricks · Python · Unstructured data](/work/document-automation)