Safe taxi services recommendations for late night booking for women.

I‘m a student who has come to Pune for higher studies, but I have to go to Goa urgently tomorrow for a wedding and the only ticket I could get was at 11pm so I have to travel at least 40 minutes from my place to the bus stop. It’s the first time I have travelled alone at night so I want to take precautions just in case. Should I take an Uber or is there a small business taxi service that I should take? I live near the Lohegaon airport.