This repository contains a production-grade data pipeline architecture designed to seamlessly extract, load, and transform (ELT) retail operations data. The pipeline extracts data from an on-premises ...

Incremental data loading using watermark columns. Metadata-driven configuration for dynamic table processing. Performance optimization through parallelism and batching. Data consistency validation ...

🚀 Sharing a simple Azure project I recently worked on while learning ADF! I created a small pipeline that copies tables from SQL Server running on an Azure VM into Azure SQL Database. The goal was to ...

Seamless Online Migration from SQL Server to Azure SQL DB/MI/IaaS Using Azure Data Factory and CDC. Migrating SQL Server databases to Azure SQL Database, Managed Instance (MI), or SQL Server on IaaS ...