Police say Eubanks struck and killed 48-year-old Maria Worthon as she was walking in the 7000-block of North Greenview on Monday night.
Eubanks left the scene but was arrested a short time later, about a mile away.
Worthon's son remains in critical condition at Children's Memorial Hospital.