In 2014, Police were alerted to an Undernet IRC channel sharing large amounts of child exploitation material (CEM). Sneaky will discuss how he automated the Police investigation using Python, MySql and a known CEM hashset to takedown multiple offenders world wide and interesting finds along the way.