Born in Wichita, Kansas, Woods joined the US Navy on December 3, 1929, and went absent without leave within months. He was convicted at a general court martial and subsequently examined by a psychiatric board on April 23, 1930. He was diagnosed with "Constitutional Psychopathic Inferiority without Psychosis", was found "poor service material" and discharged. Before being inducted into the United States Army in August 1943, Woods was intermittently employed in construction as a laborer, and was working part-time at a feed-store in Eureka, Kansas, when he was registered for Selective Service in 1940. He was married to a nurse, Hazel Woods, but had no children. Before D-Day, American military executions by hanging in the European Theater of Operations occurred in England only and were performed by the civilian executioner Thomas Pierrepoint with assistance by Albert Pierrepoint and other British personnel. When in autumn of 1944 military executions by hanging were scheduled in France, the Army looked for a volunteer enlisted hangman and found Woods, who falsely claimed previous experience as assistant hangman in two cases in Texas and two in Oklahoma. There is no evidence that the U.S. Army made any attempt to verify Woods' claims - if they had checked, it would have been easy to prove that he was lying. The states of Texas and Oklahoma had both switched to electrocution during the period he claimed to be a hangman. The last ever hanging in Texas took place in August 1923 when Woods would have been twelve. Oklahoma did not carry out hangings during the relevant period, the last one taking place three months before Woods was born. There was a single one in 1936. In fact, Woods had no documented pre-war experience as a hangman. Woods at that time was a private and a member of the 37th Engineer Combat Battalion. He was promoted to master sergeant and transferred to Paris Disciplinary Training Center. Woods performed as the primary executioner in the hangings of 34 American soldiers at various locations in France over 1944–1945, and assisted in at least three others. U.S. Army reports suggest that Woods participated in at least 11 bungled hangings of US soldiers between 1944 and 1946. Woods also participated in the execution of about 45 war criminals at various locations which included Rheinbach, Bruchsal, Landsberg, and Nuremberg. Donald E. Wilkes Jr., a professor of law at the University of Georgia Law School, noted that many of the executed Nazis fell from the gallows with a drop insufficient to snap their necks, resulting in their death by strangulation that in some cases lasted several minutes. After the Nuremberg executions, Woods stated: While serving with the 7th Engineer Brigade in Eniwetok, Marshall Islands, on July 21, 1950, Woods was electrocuted while attempting to repair an engineer lighting set. He is buried in Toronto Township Cemetery, Toronto, Kansas.
