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

In the Colombian Liga Betplay Femenina 2026 season, Kelly Johana Restrepo Hincapié scored 2 goals and provided 2 assists across 2 appearances, averaging 1 goals per game with 0 shots attempted and 0 on target.