Police have released a sketch of the suspect. He is described as tall with a thin build.
He was wearing dark clothing, is said to be wearing a cast on his right wrist, and he left the scene on a bicycle.
In each case, the women were able to get away.
Anyone with information should call Arlington Heights police.
