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

In the CONMEBOL U20 Women's Sudamericano 2026 season, Milagros Luján Ortiz Olmedo scored 0 goals and provided 0 assists across 4 appearances, averaging 0 goals per game with 3 shots attempted and 0 on target.