Ojinnaka was born in Seabrook, Maryland. He attended DeMatha Catholic High School in Hyattsville, Maryland, where he earned All-Prince George County offensive lineman honors as a senior when his team had an 11–0 season that included the Washington Catholic Athletic Conference championship.