Video Analytics Data Warehouse

Warehouse and analytics layer for a video analytics SaaS product — built on Databricks and Spark with PowerBI on top.

Highlights

• Lakehouse ingestion from high-volume video event streams
• Spark transformations for session and engagement aggregates
• PostgreSQL serving layer plus PowerBI for customer-facing analytics