The "Father of Modern Olympic Games" is Baron Pierre de Coubertin. He was instrumental in reviving the Olympic movement in the late 19th century, promoting the idea of hosting international athletic competitions to foster peace and understanding among nations. His vision and dedication led to the establishment of the first modern Olympic Games in 1896.