Duncan grew up in Fayette County. After graduating from Indiana University in 2002 as student athlete, he attended Mercer law school and later worked as a research assistant. In 2005, he graduated and began work as an Assistant District Attorney. He prosecutes the theft and property cases that occur in Houston County.