Don't do it, unless you can live with the possibility of seeing each other at work everyday and it being awkward as fukk with people gossiping about "what happened between you two" for the remainder of the time both of you work and interact together...short of you getting married and all that fairy tale shyt that supposedly comes after, it'll never end well and one of you will def. catch feelings and make it weird/awkward for the other.
I almost got caught up in that fukkery, after I broke my own rule of not getting involved with someone I work with and i'll leave it at that...too many women out there to meet in your private life to make your professional life more drama-filled than it already is.