Madhumati was born in 1938 in a remote village near Maharashtra. She made her debut as a dancer in 1957 in an unreleased Marathi movie. Madhumati got married at the early age of 19 to Manohar Deepak. She busied herself throughout the 1960s by dancing in Punjabi, Marathi, Hindi, Bhojpuri and South Indian movies.