 Miller pitched for, and graduated from, Buchholz High School in Gainesville.As a junior, he was a choice for third-team all-state.For his senior year, he was the Florida baseball Gatorade Player of the Year, a selection for both pre-season and post-season All-America honors and first-team all-state.