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

Across 3 appearances in the Copa América Femenina 2025, Angelina Rivero registered 0 goals and 0 assists, while completing 2 key passes out of 47 total passes with a passing accuracy of 8.