How do I get HIM to chase after ME now?

I really don't think you can hun. It seems like he's just not that into you. You're a beautiful young woman, go and let him see you having some fun, so maybe he can see you in a different light. It does sound like he see's you only as a friend, and not a potential partner. Sorry.