Research Areas

Agentic & Generative AI

AI agents, multi-agent systems, generative models, AI simulation, and human-AI decision-making.

8 publications

Reinforcement Learning & Sequential Decision-Making

Reinforcement learning, multi-armed bandits, Bayesian optimization, and experimentation.

10 publications

Data-Driven Simulation & Stochastic Optimization

Simulation optimization, uncertainty quantification, and metamodeling.

27 publications

Service Operations & Digital Platforms

Capacity and staffing, service systems, product launches, and experimentation on digital platforms.

12 publications

FinTech & Quantitative Risk

AI-enabled investing, asset pricing, financial hedging, stochastic finance, and tail-risk modeling.

8 publications