Victor started dancing at the age of 7, training under the supervision of Luther Perez, Tony Fabella and Eddie Elejar at the Manila Dance Center where he was given a chance to join Ballet Philippines' production of Shoes++ in 2000. He played Michael in Edna Vida's Peter Pan in 2001 and essayed John when the production was restaged in 2010. He joined the CCP Dance School in 2004 as a full scholar at the young age of 11 under the tutelage of Noordin Jumalon. His passion for dance and his exceptional technique brought him to dance various male variations for the school and company such as Basilio in Don Quixote, Prince Florimund in the Sleeping Beauty, Prince Siegfried in Swan Lake and the male variation in Paquita.
In 2007, he competed at the National Music Competition for Young Artists (NAMCYA) and won 3rd place in the Juniors Ballet category. Later that year he performed in the Philippine Festival in Japan. For the comapny, he his lead roles in productions include the Peasant Pas de Quatre in Giselle, the male in the Esmeralda Pas de Deux for Art of Dance and Gawigawen in Manhid. In 2014, he was a competitor at the USA Jackson International Ballet Competition and won 2nd place at the 1st CCP Ballet Competition.