Leah was born in Manhattan and raised at the Lexington School for the Deaf in Queens and later in Nyack, New York. She attended Hampshire College and Columbia University Graduate School of Journalism. The author of six novels and five works of nonfiction, she is the Barrett Professor of Creative Writing at the College of the Holy Cross.