Cheemeng received his B.Eng. degree (first class honors) from National University of Singapore and his M.S. degree in High Performance Computing from Singapore-MIT Alliance. In 2005, he started his doctoral research in the Department of Biomedical Engineering at Duke University., where he evolved into a hybrid computational and microbial biologist. His Ph.D. thesis focused on implications of bacterial growth on antibiotic treatment and synthetic gene circuits.