Do I do it?

So there's this guy that I really like, and everybody is telling me to ask him out, but I'm super nervous because I don't know if he feels the same way or anything. I've also grown up in a traditional household where the boy should ask the girl out etc etc. I always have to start conversations with him, and i feel like I'm annoying him. What should I do?