---
title: "Unstructured document automation · Nick Tran"
url: https://trannolis.com/work/document-automation
description: "Databricks pipelines that select, retrieve and deliver unstructured policy documents by metadata."
---

The Baldwin Group · 2026

# Unstructured document automation

Databricks pipelines that select, retrieve and deliver unstructured policy documents by metadata.

Databricks · Python · Unstructured data

## Problem

Policy documents were indexed only by metadata, and downstream teams pulled them by hand.

## Work

-   Pipelines that select documents by metadata and keywords, retrieve them and deliver approved files downstream.
-   Primary engineer: 330+ commits and 50+ pull requests in five months.
-   Project instructions checked in for AI coding assistants.

## Result

Scheduled, auditable retrieval.

[← All work](/work)