Asking out a colleague

Hi all I'm very new to teaching.

I'm currently working RFF and I met a nice lady. I visit her classroom once a week and sometimes we bump into each other around the school.

I wanted to ask her out for a coffee the next time I visit her classroom?

Would that be appropriate? Or should I try to catch her at the end of the day?