Do you think I have a chance with her?

Bottom line you have to put yourself out there to find out. So ask her out. Yeah she may say no but she might say yes and if you don't you will never know what might have happened if you had only grown a pair and acted like a man instead of a boy. Don't wait to long or she will start looking else where and then it will be too late. You snooze, you lose~