If a SA victim becomes pregnant and keeps the child, should the rapist be allowed rights to the child?

So I just finished reading this case about this woman who was assaulted and it resulted in a pregnancy. She chose life and decided to keep the baby. The rapist went to jail but when he got out, he fought for custody and one rights to his child.

If women choose life after rape, should the rapist have rights to his child?