I had an aunt who was "
Alberta" on her birth certificate but almost always called
Birdie.
I think
Birdie is a natural shift from "
Bertie" for most English speakers, both because some would find it easier to pronounce but also because the word "birdie" will seem to make a cute feminine name to a many people.