Pataleshwar Caves Pune: I was in Pune to meet an investor. During my trip, I decided to check out the beautiful Pataleshwar Cave in Pune. It is one of the most beautiful locations in Pune. If you are looking for a peaceful outing, this is the place to be. Pataleshwar Cave is also known for its temple.