I can't really answer this personally. However, I offer the following links that I hope will be useful.
This is a link to the Association for Women in Mathematics. There is a link for students and a link for careers with a lot of great information.
Historical information: "Mathematicians of the African Diaspora."
Here is an article on encouraging black women to join mathematics.
Please join us in STEM. :)