In seventh grade, at age 12, Ninomiya began training in a Judo class taught by a teacher at his junior high school.
When Ninomiya was 17, he received his brown belt in Kyokushin from Ashihara and was chosen to compete in the All-Japan Tournament as the youngest competitor.