معرفی
Tianyi Peng serves as Assistant Professor in the Decision, Risk and Operations Division at Columbia Business School, Columbia University. He holds affiliated memberships with the Financial and Business Analytics Center and Foundations of Data Science Center.
Education:
- Ph.D. from Massachusetts Institute of Technology (MIT)
- Bachelor's in Computer Science from Tsinghua University (Yao Class)
Research Focus: Dr. Peng pioneers AI for human-AI coexistence in complex decision systems, specializing in safe AI agent deployment, digital twin simulations for synthetic data generation, operational cost reduction in AI systems, and large-scale optimization through reinforcement learning. His work bridges theoretical AI with real-world business applications.
Scientific Recognition:
- Daniel H. Wagner Prize (2022) for Anheuser-Busch InBev experimentation platform
- APS Best Student Paper Prize
- RMP Jeff McGill Student Paper Award
Industry Integration: Dr. Peng maintains active industry partnerships with Anheuser-Busch InBev, TikTok, and Liberty Mutual, translating research into commercial solutions. As founding member of Cimulate.AI, he develops Customer-GPT for e-commerce applications, demonstrating commitment to practical AI deployment.
