Dr. Terence H.L. Tsui is the Lead Data Scientist (Applied Research) at Cloudbeds Labs and an Oxford-trained mathematician (Rhodes Scholar). His work sits at the intersection of rigorous stochastic analysis and SaaS-scale ML engineering. He develops custom geometric optimization frameworks (using Wasserstein metrics) and exact stochastic solvers to deploy high-throughput inference APIs for hyper-sparse datasets. With a DPhil in infinite-dimensional diffusion theory from Oxford, Terence is passionate about applying the foundational mathematics of generative AI to solve complex, real-world production constraints.