At the international level, he represents Colombia U17 Women. He plays primarily as a Midfield.

Across 1 appearances in the CONMEBOL U17 Women's Sudamericano 2025, Vanessa Leonor Puerta registered 0 goals and 1 assists, while completing 0 key passes out of 11 total passes with a passing accuracy of 3.