During the Depression, Austin ran a local golf shop in Atlanta during the summer. In the winter he frequented the courses farther south in Florida playing big money games against vacationing gangsters from Chicago. After the first year, they wouldn't bet against him so he found a set of left-handed clubs and played with that handicap. The next year he played one-handed. It is also said he won a $5,000 bet by making par by hitting the ball with a Coke bottle. Through these hustles he acquired the moniker of "The Golfing Bandit."