Authorities say he broke into an apartment on the 800 block of Peach Tree Road earlier this week and raped a woman.
He then robbed a pizza deliveryman.
Those incidents followed last week's rape of a female employee at the Claymont Boys and Girls Club.
Authorities are asking for any leads.