The goal of this project was to build a cloud transformation pipeline that takes data from on-premises databases to Azure, processes it, and makes it available for analytics and reporting. The tools I picked are all part of the Azure ecosystem, ensuring everything plays nicely together — no unnecessary headaches with compatibility issues. Below, I’ll walk you through the flow and explain why I chose these tools.