Peszke was born in Dęblin, the son of Alfred Bartłomiej Peszke. After the outbreak of World War II and the Nazi and Soviet invasion of Poland, he and his parents evacuated to France and the United Kingdom. He was also educated in Ireland. He later moved to the United States in the 1950s. He was married to Alice and had two children.