Born to Chinese immigrant parents, who worked as nuclear physicists at Los Alamos National Laboratory, Wang gained early experience working at Quora. Later, he enrolled at MIT but left after one year to join the startup accelerator Y Combinator. In 2016, Wang partnered with Lucy Guo, also a Quora alum, to establish Scale AI.