Mahatma Gandhi is officially recognized as the 'Father of the Nation' in India for his pivotal role in India's independence movement through non-violent resistance. While Nehru was the first Prime Minister, Rajendra Prasad was the first President, and Manmohan Singh was a later Prime Minister, Gandhi alone holds this title.