His parents Doug and Lynn were both members of Team Canada for the 1984 Summer Olympics (in rowing and basketball, respectively).
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Oleksiak attended school with both Dougie and Freddie Hamilton at Crestwood Preparatory College in Toronto, Ontario, before moving to the United States to pursue his career in hockey.