Summary
Pengfei He is a PhD student and researcher specializing in safe and reliable large language model agents, with six years of experience bridging academic research and industry practice. Currently at Google working on red teaming for cybersecurity using LLMs, he has held research positions at MSU, OIST, and internships at Amazon and Alibaba focused on applied ML, backdoor attacks, and optimal transport. His dual doctoral training in Computer Science and Statistics, plus a prior MS in Data Science, gives him strong quantitative foundations for robust ML and security work. Based in East Lansing, he combines hands-on experimentation with theory-driven approaches to agent safety and adversarial evaluation. Notably, he maintains an active research presence online and has repeatedly moved between academic labs and industry teams, signaling a pragmatic focus on translating research into deployable defenses.
6 years of coding experience
1 year of employment as a software developer
Master's degree, Data Science, 4.0, Master's degree, Data Science, 4.0 at 美国威斯康星大学麦迪逊分校
Bachelor of Arts - BA, MATHEMATICS AND STATISTICS, Bachelor of Arts - BA, MATHEMATICS AND STATISTICS at 南开大学
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Michigan State University