Born in Salem district in the erstwhile Madras State, Palaniswami was engaged in agriculture before joining electoral politics in 1974.

After completing school, he completed B.Sc. zoology from Sri Vasavi College.His parents were involved in agriculture and Palaniswami also chose to get involved in the same.