I would have reminded you of the power imbalance that might be there, but since you are sensitive enough, I would say you are fine. Just make sure she absolutely knows it is fine if she says no, and that you have another dispensery you can go to for a while if she says no, just to make things not awkward. Otherwise, go for it! You cannot always meet people you like at a bar or whatever people do these days.
//Edit: Wishing you all the best!
Aaaah what did you do to me I can never go to sleep again!