Also constantly reminding them that you exist and are still in business...

I can't imagine you'd put in a bid if you're full up on projects, so you probably have some free time and putting together a proposal, even if it doesn't go anywhere (or perhaps especially if it doesn't) is you practicing your art.

You could use the proposal to show off new concepts you are trying to iron out, for instance.