Perelman was widely known as a math prodigy (he won gold for the USSR at the International Mathematical Olympiad) and studied at the Leningrad University, so he could approach pretty much any of his former professors to take a look. He was definitely not an outsider in the field. A recluse, yes, but that is different from being a no-name.