I'm 24, 25 this August and in the same situation. I've tried but things haven't gone anywhere.
I haven't given up hope though, and neither should you. Feelings are the the best, and worst thing in the world though, so be prepared for that
If a girl cares you are a virgin, she isn't really worth your time anyway