I absolutely love it OP. I wanted Annelie for my dd. Dh vetoed it, but I think it's beautiful.
I once worked with an Annelie as well and I'm not aware she had any issues with people being confused about her name.
Saying that, Anneliese was also very high up on my list. I think we have similar taste!