Move on. If you've just been crushing for months and didn't do anything about it, is it any wonder they are now in a relationship? Next time act on it. Even if you get turned down, you know you tried and would not have wasted so much time on someone who didn't even know you were interested.
Keep calm and carry on :)
Give up now and move on or it will turn into wasted years