Eby was born April 3, 1967, in Seaside, Oregon. In 1972, her family moved to the suburbs of Portland, Oregon. Her father worked in the timber industry, and her mother worked in community college admissions. At the age of five, Eby began playing the piano and learned the traditional classical repertoire. She continues to study seriously under master musicians.
