Parker was three-year letterman at Santa Maria High School. He was awarded First Team All-League and First Team All-Area in 2013, 2014, and 2015. He averaged 18 points per game his senior season. Parker is majoring in kinesiology and hopes to continue his athletic and academic careers at a university.