Parveen was born in Junagadh, Gujarat. She was born into a Muslim family.
Parveen never married, but media tabloids speculated that she may have had relationships with men in the film industry.
Her modelling career began in 1972 and was quickly followed by her film debut with the film Charitra.
Throughout her career, she was thought of more as a glamorous heroine than a serious actress.