Vincent Wenzheng Liao
Quantitative Risk Strategy @TikTok
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WORK HISTORY
Quantitative Risk Strategy @TikTok
Vancouver, BC, CA
Developing quantitative models, metrics and strategies to identify, assess, and reduce risks on tiktok monetization products
EDUCATION
University of Sydney
Master's degree
Northeastern University
Master's degree
Griffith University
Bachelor's degree
ABOUT VINCENT WENZHENG LIAO
Experienced professional with dual master\'s degrees in data engineering and big data, specializing in developing innovative solutions for data science, risk strategy, AIGC product and quantitative problems. My career spans roles at TikTok, EY and Haitong Securities, where I crafted data-driven strategies and implemented advanced models to tackle complex challenges.Technical Skills• Data Science & ML: Data structures & algorithms, statistics, attention-based learning, NLP (LLMs+RAG)• Programming: Python, SQL, JavaScript, CUDA• Frameworks: TensorFlow, PyTorch, Keras• Big Data & Cloud: Hadoop, Spark, Hive, AWS, GCPProfessional Skills• Product & project management, team leadership, risk strategy, quantitative mindset, data-driven decision makingLanguages• English, Mandarin, Cantonese
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