Kunjalal Ganguly, the father of Anoop Kumar, was a lawyer by profession. He was part of a prominent family in the Indian film industry, as his sons, including Anoop Kumar, Ashok Kumar, and Kishore Kumar, became well-known actors and musicians in Bollywood.