Senior Applied Scientist at Amazon Stores Science, building compound AI and multi-agent systems that model customer behavior across search, selection, and econometrics. Research at the intersection of LLM agents, knowledge graphs, and reinforcement learning. Ph.D., Virginia Tech (advisor: Chandan Reddy).