Don't wait. Don't wait till the end of college to figure out what to work on. Don't even wait for internships during college. You don't necessarily need a job doing x in order to work on x; often you can just start doing it in some form yourself.
What silly advice. I didn’t even know my “what to work on” existed until I was near the end of my junior year of college. XD