I found this excellent post on how to get this done. http://www.kefalidis.me/2012/06/how-to-migrate-and-run-your-wordpress-blog-on-windows-azure-websites/
It took me about half an hour and I was all set!
Added my Domain name so my Blog is reachable through www.kraak.com