Data Engineering

Interactive demos that show how we build, clean, and manage data infrastructure.

ETL Pipeline

Watch data flow through Extract, Transform, and Load stages — cleaning, normalizing, and deduplicating along the way.

ETL Pipeline Visualizer

Watch data flow from a legacy CRM through cleaning, normalization & deduplication into a cloud warehouse.

📥
EXTRACT
Legacy CRM
⚙️
TRANSFORM
Clean & Normalize
📦
LOAD
Cloud Warehouse