Dr Yuanyuan Liu joined AIG in 2013, and is currently leading the machine learning division within AIG’s Science department. During the past 5 years, he has initiated and led multiple global projects such as SME loss-risk analysis, client lifetime value modelling, submission prioritization, opportunity map, and recommender systems using advanced machine learning techniques.
Most recently, he is working on AIG’s innovative R&D projects to apply edge-cutting deep learning algorithms in insurance and investment, using generative model, sequential model, and reinforcement learning. Yuanyuan’s team has published a series of papers in NIPS, ICML, AAAI for granular and accurate insurance pricing, equity volatility forecasting, and efficient multi-mode data samplings.
Yuanyuan graduated from Oxford with a DPhil in Statistical Machine Learning and an MSc in Applied Statistics. Prior to that, he studied a Mathematics with Statistics major in Bristol.