Biography
My work focuses on the systems behind agents: reinforcement learning infrastructure, LLM inference, and production ML serving. I am currently a Machine Learning Engineer at Meta, working on Creative Ranking in Core Ads Growth.
Previously, I worked on reinforcement learning for game agents at Tencent, LLM inference research at Carnegie Mellon University, and reinforcement learning for portfolio optimization in earlier research. I am interested in building efficient and reliable systems that make agents practical in production.
