 Wilhoit was not selected in the 2007 NFL draft, but signed with the Baltimore Ravens as a rookie free agent on May 4, 2007.He was later released from the team in July shortly before the 2007 NFL preseason began.In late 2007, Wilhoit signed with the New All American Football League that never played a game.