The African American woman known for her role in the Underground Railroad is Harriet Tubman. She escaped from slavery and went on to become a conductor on the Underground Railroad, leading numerous enslaved individuals to freedom. Tubman also served as a scout and spy for the Union during the Civil War. Her courage and leadership made her a symbol of resistance against oppression and an enduring figure in the fight for civil rights.