Hi Team,
The issue got resolved by itself. As per my understanding Azure Resource Manager had some issues while deleting the namespace or the resource-group containing the namespace as it was continuously throwing error code 429. Later that day I was able to delete the resource(while it was still being not-active).
I don't possess an active support plan as of now and will reinitiate this thread if i face similar issue in future. Thanks for all the help..