On 14 July 2021, FINA released its entry list for the 2020 Summer Olympics in Tokyo, Japan including that Atkinson was entered to compete in the 100-metre breaststroke. Prior to the start of competition of Jamaican athletes at the 2020 Olympics, the Jamaica Olympic Association saluted its athletes including Atkinson.