 McCollum returned to Harvard College, and graduated in 2007 with a Bachelor's degree in Computer Science.He later earned a master's degree in education from the Harvard Graduate School of Education.McCollum was a member of the Harvard team that competed in the 31st Association for Computing Machinery International Collegiate Programming Contest in Tokyo, having placed second in the regional competitions behind Massachusetts Institute of Technology.