Vijay Eswaran was born in Penang, Malaysia to Pushpavathy Chinnaiah, a teacher and Vijayaratnam Saravanamuthu, founder of the Malaysian Hindu Youth Organisation. Vijay Eswaran financed his tertiary education, which he did in the UK, by working as a cab driver.