Born in Sand Lake, New York, Winkler attended Averill Park High School and competed in the hammer from a young age and represented the United States in age category competitions. He was a finalist at both the 2011 World Youth and the 2012 World Junior Championships in Athletics. He won his first international medal at the Pan American Junior Championships in 2013, taking the silver medal behind Mexico's Diego del Real.