Fattah served as a member of the Pennsylvania House of Representatives from 1983 to 1988, and as a State Senator from 1988 to 1994.
In 1987, Fattah founded the Graduate Opportunity Initiative Conference, an annual three-day informational and scholarship conference which aims to significantly increase the enrollment of under-represented graduate students studying Science, Technology, Engineering and Math (STEM fields).