Hickory Crawdads
Duke was drafted directly out of Midway High School in Waco, Texas, in the 20th round of the 2001 draft, and began his career the following year with the Pirates' rookie level Gulf Coast League team. He spent 2003 with the low-A Hickory Crawdads.