If he doesn't have an occupancy permit for the house, it means it is not considered appropriate for habitation. People are not supposed to live in a house without an occupancy permit, let alone rent one.

This does not sound like the kind of guy who is going to just return your money - you may have to pursue that remedy in small claims court.