How do I get to know a guy, when I don't see him often? What questions do I ask, I don't want to seem desperate, but I do want to get to know him.

Just ask him questions about himself. That's the best way to get to know anybody. Ask him whatever you are curious about. You won't look desperate just interested in getting to know him. People love to talk about themselves