There is a sweet and pretty girl work at my work place as. She is super nice, intelligent and smart. She started working since last week and i have no fucking idea if she has a boyfriend or not. I don't talk to her much because there are a lot of coworker behind her, which might irritate her and i also don't want to be one out of them. It clearly sees that those guys want only her body instead of her. I don't want to irritate her but at the same time i want to talk to her.
I have never experienced this kind of situation before and don't know how to escalate things between us without being creep in her eyes.

Any suggestions and ideas will be welcomed.