Mathew graduated from the University of Melbourne Medical School after completing a Bachelor of Science. He then went on to complete resident years at St Vincent’s Hospital before undertaking speciality training in general practice. During this time, he completed a Diploma of Children’s Health through the University of Sydney. In 2020, he was admitted as a Fellow of the College of General Practitioners.