In February 1980, Kim participated in the Asian Amateur Boxing Championships held in Bombay, India. There he captured the gold medal in the flyweight division. In April 1980, Kim won the flyweight gold medal at the King's Cup Boxing, beating future World Amateur Boxing Championship bronze medalist Constantin Titoiu of Romania in the final bout.