Police say the woman chased after him but stopped when he displayed a handgun.
The woman was not injured during the robbery.
Schaumburg Police were able to put together a composite sketch with the help of the victim.
Anyone who recognizes the man, who is believed to be in his mid 30s, are urged to call Schaumburg Police at 847-822-3586