Bawa was born in 1941 in Dhuri, British India. His elder brothers encouraged him to pursue art. He studied fine arts at the College of Art, New Delhi between 1958 and 1963, where his professors included Somnath Hore, Rakesh Mehra, Dhanaraj Bhagat and B.C. Sanyal. "But I gained an identity under Abani Sen. Sen would ask me to do 50 sketches every day, only to reject most of them. As a result, I inculcated the habit of working continuously. He taught me to revere the figurative at a time when the entire scene was leaning in favor of the abstract. Without that initial training I could never have been able to distort forms and create the stylization you see in my work today," recalls Bawa.