Shaheen is an active and engaged member of the Muslim community and the wider Montreal community. She is a member of the Montreal Raging Grannies, and can often be seen on Brunswick Avenue in Pointe-Claire with others demonstrating to Save Fairview Forest. Shaheen is a member of the Canadian Council of Muslim Women, serving on its Board of Directors.