This document profiles notable female mathematicians from history and around the world. It describes their contributions and accomplishments, including Hypatia who taught at the Library of Alexandria; Sophie Germain who made advances in elasticity theory and number theory; and Mary Cartwright who pioneered chaos theory and discovered examples of the butterfly effect. Overall, it highlights the important but often overlooked roles of women in the field of mathematics over centuries.