Do you think that anything can happen here?

yes there is but you have to wait until she develop the same feelings for you witch she will

First of all, how exactly are you trying to get something going?

It sounds as if you're in the friend zone. See if she wants to hang out, and if she does, then take it from there.

The sentence "We both liked each other but we never really went nowhere" tells me that you were both interested, but none of you dared to take the initiative to do something about it. If you want anything to change, one of you has to take initiative and it might as well be you. Considering that you don't seem like very close friends, you have nothing to lose by trying.

Good luck!