At Accenture Technology Services, I developed migration validation frameworks for a 400GB/day ingestion platform, enabling a production cutover with zero data loss. I also implemented adaptive rate limiting for streaming consumers, reducing service throttling by 42%.
At Capgemini Technology Services, I developed CDC-based ingestion pipelines for 23+ source systems processing 4TB+ daily and improved data completeness from 50% to 90%. In my DeltaSync project, I built a CDC-driven lakehouse replication engine with replay-safe micro-batches and schema evolution.

