Giriraj Swami was born Glenn Phillip Teton, the only son of a respected Chicago lawyer who was later appointed judge. While studying at Brandeis University in Boston, he met His Divine Grace A. C. Bhaktivedanta Swami Prabhupada and later accepted formal initiation from him.