Kalil was born Haley O'Brien in Excelsior, Minnesota. She is the middle child of three; Kalil has an elder sister and a younger brother. She attended St. Cloud State University in St. Cloud, Minnesota, where she graduated summa cum laude with a Bachelor of Science in medical biology and psychology, and a minor in chemistry.
