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Streaming & CDC5M/day CDC Records Processed in 1h Batches
SAP ECC to Databricks Lakehouse: Enterprise CDC Architecture on Azure
Client: Global Industrial Manufacturer
Architected an enterprise Lakehouse solution migrating 5M daily CDC records from SAP ECC (Oracle) to Azure Databricks. Features ODP/OData ingestion, automated PySpark schema evolution & drift alerting, multi-tier data quality quarantine, and Serverless compute optimization.
SparkPythonSQL
Streaming & CDC~60% Compute Cost Saved
Near Real-Time Data Ingestion
Client: Global E-Commerce Platform
Architected a high-throughput near real-time streaming ingestion pipeline syncing NoSQL document stores to a cloud analytical warehouse via event-driven triggers.
Cloud RunEventarcPub/SubTerraform+1