If he wants to get to know you, he'll put in the effort to talk to you
The only thing that could be keeping him from doing so would be nerves, but it's easy to tell if you talk in person.
Ultimately, give it a shot or don't, but if he doesn't appreciate how awesome you are, then there's clearly someone else out there for you.