Data schemas are messy, unpredictable, and constantly breaking downstream pipelines. In this rapid-fire micro-demo, we are going to fix that on the fly.

With zero slides and pure terminal action, I will demonstrate the "Self-Curation Engine"—a highly actionable architectural pattern for dealing with chaotic JSON payloads. We will use Cloud Run to catch unstructured data and leverage Gemini to map the schema in real-time before it hits the data warehouse. It’s 300 seconds of pure engineering value, showing exactly how to use GenAI for robust data engineering.