After beginning his junior rugby at the Hunters Hill Rugby Club, Kellaway went on to represent Australia at schoolboy and under-20 level. His total of ten tries at the 2014 IRB Junior World Championship broke the tournament record previously held by Julian Savea and Zac Guildford. He then captained the under-20 side in 2015.