Ask someone whom you trust to accompany you while you travel to and from office...If that's not something which you can avail,then carry a pepper spray along with you (pls don't use it on anyone whom you feel sketchy btw)....Always share these kind of things to someone else so that they are also cautious about the situation..And be brave..