At the international level, he represents Paraguay U17 Women. He plays primarily as a Goalkeeper.

In the FIFA U17 Women's World Cup 2025, Estefani Ruiz played 4 matches, averaging 0 interceptions, 0 tackles, and 0 clearances per game.