In 1902, Kellermann won the ladies' 100 yards and mile championships of New South Wales in the record times of 1 minute, 22 seconds and 33 minutes, 49 seconds respectively.
On 24 August 1905, aged 19, Kellermann was one of the first women to attempt to swim the English Channel.