2006年，賀喺中國科學技術大學近代物理系本科畢業。2010年獲美國萊斯大學生物物理學博士學位。2011至2012年喺斯坦福大學做博士後研究。之後喺南方科技大學做工。2018年2月1日起，賀喺南方科技大學停薪留職，離職期為2018年2月至2021年1月。2012年7月喺深圳創辦瀚海基因生物科技有限公司，後陸續成為多間公司股東同法定代表人。
In 2006, He graduated from the Department of Modern Physics at the University of Science and Technology of China. He received his Ph.D. in Biophysics from Rice University in United States in 2010. From 2011 to 2012, he did postdoctoral research at Stanford University. After that, he worked at Southern University of Science and Technology. Since February 1, 2018, He has been on leave without pay at SUSTech for the period from February 2018 to January 2021. In July 2012, he founded Hanhai Gene Biotechnology Co., Ltd. in Shenzhen, and has since become a shareholder and legal representative of many companies.