I agree just tell him. You only get to live once and so you might as well take risks and even if he doesn't like you, you have other people in the world to look for :)
Just tell him! The worst that will happen is that he doesn't like you back in that way and you could definitely still be friends. It's better to have a little awkward moments here and there than to let a potential boyfriend slip away c; Good luck.