He became well-known after winning the Soviet Youth Championships gold medal and European Junior Championships silver medal in 1970. After joining the Soviet national boxing team, Torosyan won a bronze medal at the 1974 World Amateur Boxing Championships. He won an Olympic bronze medal.
