 Grabowsky grew up in Glen Waverley, Melbourne, Australia, and began piano lessons when he was five years old.He studied the classical repertoire with Mack Jost, senior lecturer in piano at the Conservatorium of Music at the University of Melbourne from the age of seven until his university years.He attended Wesley College and it was that school's jazz band which introduced him to the genre.