At the international level, he represents Bosnia and Herzegovina Women. He plays primarily as a Defender.

Throughout the UEFACW Q 2024-2025, melisa hasanbegovic featured in 7 matches, averaging 0 tackles, 0 interceptions, and 0 clearances per game, while blocking 0 shots per game.