In 2018, Matthysse participated in the world championship amateur organized by the World Boxing Council in Los Angeles and became world champion amateur of the WBC in the category Middleweight beating Jerry Bradford, the former national champion of the United States. In that World Championship event, Ezequiel became the first amateur boxer in the history of Argentine boxing to win a title from WBC.