I don’t think so. If you’re just spinning up a Windows VM then yes, your Windows guy can take it from there. But that’s not cloud computing. That’s just a “server”. To really use Azure with secured applications using databases, logging, storage, auto-scaling, ...
I don’t see how being a Windows guy makes Azure easier to grasp. It’s mostly not even Windows you’re interacting with.