While the United States President is the Commander in Chief, the Chief of Party, and the Chief Executive, they are NOT the Chief Justice of the Supreme Court.
The Chief Justice of the Supreme Court is the head of the Judicial Branch of Government for the Federal Government and is currently John Roberts.
