He currently plays for Millonarios Women, wearing the number 79 shirt. He plays primarily as a Forward.

In the Colombian Liga Betplay Femenina 2025 season, Kelly restrepo scored 2 goals and provided 0 assists across 15 appearances, averaging 0.1 goals per game with 0 shots attempted and 0 on target.