AI and Machine Learning for E-Commerce Risk Management
暫譯: 電子商務風險管理的人工智慧與機器學習

Dr Simon Liu is a senior leader in data science and risk management, with experience spanning academia, financial services, and large-scale e-commerce plat forms. He is currently Chief Data and AI Officer at TrustDecision, where he leads the company's data and artificial intelligence strategy in decision intelligence and risk analytics. Dr Liu is also an Adjunct Associate Professor at Nanyang Technological University (NTU), teaching graduate-level courses in natural language processing and ensemble learning, and is coauthor of the textbook Analytic Learning Methods for Pattern Recognition. Previously, he served as Senior Vice President and Head of Data Science for Risk and Security at Lazada and earlier held leadership roles at Scotiabank, where he was Director of AML Modelling and Analytics and led the development of Canada's first AI-powered human trafficking detection model. He is a strong advocate of academic-industry collaboration, focusing on translating advanced machine learning research into practical, production-grade risk systems.

劉博士是一位在數據科學和風險管理領域的高級領導者，擁有跨越學術界、金融服務和大型電子商務平台的經驗。他目前擔任TrustDecision的首席數據與人工智慧官，負責公司在決策智能和風險分析方面的數據與人工智慧策略。劉博士同時也是南洋理工大學（NTU）的兼任副教授，教授研究生級別的自然語言處理和集成學習課程，並共同編寫了教科書《模式識別的分析學習方法》。在此之前，他曾擔任Lazada的高級副總裁及風險與安全數據科學部門負責人，並在Scotiabank擔任領導職位，擔任反洗錢建模與分析的主任，並主導開發加拿大首個基於人工智慧的人口販運檢測模型。他強烈倡導學術界與產業界的合作，專注於將先進的機器學習研究轉化為實用的生產級風險系統。