 Singh is the daughter of artists Arpita Singh and Paramjit Singh.She earned her Bachelors in Fine Arts from Kala Bhawan in 1989 and her Masters in Fine Arts from College of Art in 1991.She also received a degree in Painting and Printmaking from The Corcoran School of Art in 1994.