Robert Lewis III was taken into custody on Tuesday. He was selected out of a police photo line-up by employees of a restaurant where he and the victim, Jennifer Kocsis, were last seen.
Customers tell police Lewis just met Kocsis that night and was not a regular patron.
Investigators say during a search of Lewis' home. They found blood believed to be Kocsis' in his bedroom.