Yuan Xu
Lead Data Scientist Project Leader @Boston Consulting Group (BCG)
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WORK HISTORY
Lead Data Scientist Project Leader @Boston Consulting Group (BCG)
Led the development and large-scale deployment of an AI-powered kitchen operations platform, reducing customer wait times by 40% across restaurants. Accelerated model inference speed by 22X with consistent, high-performance results even during peak demand periods like major sports events.Led the end-to-end development of a demand and labor optimization solution for a convenience store chain. Enabled change management across ~1,600 locations and delivered $3M+ in annual EBITDA gains via optimized scheduling without labor cut.Contributed to the development of a next-gen B2B pricing engine for a global machinery manufacturer, enabling dynamic pricing of 1M+ OEM parts across 3 major international markets—shifting from annual to weekly pricing cycles.Enhanced an NLP model for a U.S. title insurance company to auto-validate property legal descriptions; boosted accuracy to 85% and deployed to AWS with Docker container. Built a personalization engine for a global hospitality brand to deliver tailored offers to loyalty members, resulting in a 10% uplift in repurchase rates.Developed a deep neural network (DNN) demand forecasting model at a global restaurant chain; integrated with an ensemble of models and deployed across stores, achieving top-tier accuracy and enabling store-level labor optimization.
EDUCATION
Bard College
Bachelor of Music - BM, Violin Performance
Bard College
Bachelor of Arts - BA, Economics
Columbia Business School
Master of Science - MS, Marketing Science
SKILLS
ABOUT YUAN XU
Danny is a Lead Data Scientist with a proven track record of driving digital transformation across diverse industries. At BCG, he delivered multi-million dollar impact for Fortune 500 clients by optimizing operations and enhancing customer experience. Prior to BCG, Danny led high-performing teams as a marketing consultant, developing data-driven models that influenced over $1B in annual marketing spend.
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