https://ashimsharma10.github.io/blog Software engineer sharing projects, notes, and guides on ML infrastructure. en-us sharmaashim00@gmail.com (Ashim Sharma) sharmaashim00@gmail.com (Ashim Sharma) Mon, 17 Aug 2026 00:00:00 GMT https://ashimsharma10.github.io/blog/system-design-etl-pipelines https://ashimsharma10.github.io/blog/system-design-etl-pipelines How I would design the pipeline that moves a legacy database onto Azure: bulk load and CDC, a medallion lakehouse with a quality gate that actually stops things, star schemas and SCD2, a feature store, and the security, monitoring and cutover plan around it. Mon, 17 Aug 2026 00:00:00 GMT sharmaashim00@gmail.com (Ashim Sharma) data-engineeringazuresystem-designinfrastructuremlops