 After graduating from Buchholz, Miller attended the University of North Carolina (UNC) at Chapel Hill and majored in Business Administration.He pitched for the Tar Heels baseball team, a member of the Atlantic Coast Conference (ACC).As a freshman in 2004, Miller made his college debut as a starting pitcher versus Gardner–Webb on February 25, recording six shutout innings pitched.