Welcome Emjay
If you don't really know her, then this is at present just a dream girl ~ like having a crush on a pop star.
Maybe you would be good together, or maybe not.
I agree that it's a good idea to introduce yourself.
If she just sees you watching her a lot it might worry her ~ best to actually get to know here and see how things work out.