Rivera was born in Manila, Philippines but has since migrated with his family to Canada. He has since become a successful singer-songwriter, actor, and Aliw award-winning artist. He is dubbed as "Kilabot ng Kolehiyala", a title formerly bestowed upon Hajji Alejandro, a popular Filipino singer in the 1970s.
