He was the executive director of Jumo, a non-profit social network organization which he founded in 2010, which "aims to help people find ways to help the world". In July 2010, UNAIDS (Joint United Nations Programme on HIV/AIDS) appointed him to a 17-member "High Level Commission" of renowned politicians, business leaders, human rights activists, and scientists tasked with spearheading a "social and political action campaign over the coming year aimed at galvanizing support for effective HIV prevention programmes."
Hughes was portrayed by actor Patrick Mapel in the 2010 film The Social Network.