Rebecca Harrower was a Canadian synchronized swimmer, Harrower joined the national team in 2014. Armstrong won a gold medal in the team artistic swimming category at the 2019 Pan American Games. Harrower was a training member of Canada's national team in the lead-up to the delayed 2020 Summer Olympics which were postponed as a result of the COVID-19 pandemic.