Orlov represented Ukraine at the 2012 Summer Olympics in London, where he competed for the men's 120 kg class. He received a bye for the preliminary round of sixteen match, before losing out to Turkish wrestler and two-time Olympian Rıza Kayaalp, who was able to score four points in two straight periods, leaving Orlov without a single point.