AZ Data Platform - The AI-Empowered Data Revolution for Data Workflows
Details
# Title: The Hands-On Demo to Build a Complex Data Pipeline From Scratch in One Sitting
Location: https://teams.microsoft.com/meet/21173821472685?p=LV5NdunfLIhqiKgolX
Description
Today with Claude Code and other AI coding tools, one well-designed prompt with the appropriate context can lead us to building a full data pipeline in one sitting. What used to take days now can happen over hours or even minutes in a single conversation, with ticket tracking, schema design, API ingestion, data loading, analysis, and visualization all handled by an AI agent using the tools available in your Microsoft data stack today.
Tonight I will build a real patent intelligence database as if I was working for Intel Corporation (the #1 tech employer in Phoenix) using:
- Claude Code as the AI agent, orchestrating the entire workflow via MCP servers and CLI tools
- Azure SQL Database (free tier) as the data store, queried through sqlcmd and loaded with pyodbc
- Azure DevOps Boards (free tier) for real-world ticket-driven workflow, where the pipeline opens a ticket and closes it when done
- USPTO Patent API (free) as the live data source
- One structured prompt that drives all steps from ticket creation to ticket closure.
Speaker:
Kyle Chalmers
Agenda: 5:00 pm Networking
5:30 Presentation


