April 30 @ 4:00pm
SpaceCamp
NEW YORK CITY
Sit down with data engineering leaders to hear how they turned hard problems into production-ready systems before putting your skills to the test in a gamified hands-on challenge.
Hosted By
Ellen Smith
Solutions Engineer
Kenten Danas
Senior Manager, Developer Relations
The data universe is expanding, and you’ve been recruited to build.
Step into the role of a data engineer at AstroTrips, a fictional interplanetary travel company, and build an AI-powered pipeline to process customer review using LLM analysis, intelligent routing, vector embeddings, and an AI agent that drafts responses, all with human-in-the-loop approval.
workshop details
Focus: AI and LLM orchestration patterns
Level: Intermediate
Prerequisites: Basic Python knowledge, familiarity with Airflow concepts helpful but not required
Environment: Browser-based (Astro IDE), no local setup or Docker required
mission breakdown
Setting the stage:
We'll kick off with an introduction to AstroTrips, Airflow as a unified control plane for data and AI, and the decorator-based approach to LLM orchestration.
Hands-on Workshop Stages:
• Setup: Connect to the Astro IDE, start your Airflow environment, and explore the Support Portal plugin.
• Analyze reviews: Build an LLM pipeline that classifies and summarizes customer reviews, including image analysis for reviews with attachments.
• Route reviews: Use AI-powered branching to assign reviews to the right team, with dynamic task mapping over the full review queue.
• Embed reviews: Generate vector embeddings and store them for similarity search, with asset-triggered scheduling.
• Respond to reviews: Build an agent with database tools that drafts customer responses, then pause for human approval before persisting the result.
mission accomplished
After the workshop, stick around for drinks and snacks on our post-mission Spacewalk.
Reserve your spot at SpaceCamp NYC.
We review all applications to make sure every camper is set up for the best possible mission. You'll hear back from us shortly with your clearance status.
SpaceCamp
NEW YORK CITY
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