The term 'Father of the Constitution' refers to James Madison, who played a pivotal role in drafting and promoting the United States Constitution during the Constitutional Convention of 1787. His contributions laid the foundation for the new American government and its principles, shaping a republic that balanced power and safeguarded individual rights.