Kuan Lee
Senior Data Scientist @Blend
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WORK HISTORY
Senior Data Scientist @Blend
Marketing Mix Modeling: Led the development of a React application that allowed clients to explore marketing spend scenarios interactively, while also supporting the team in building a marketing mix model to inform strategic budget decisions.• Large Language System Development: Developed a Retrieval-Augmented Generation (RAG) system for real-time responses, emotion detection, and instructional guidance for call technicians. Positioned as a high-potential solution with strong client interest and the capability to drive multi-million-dollar deals.• Recommender System Engineering: Engineered an advanced recommender system encompassing item ranking and collaborative filtering algorithms, which was subsequently encapsulated into a versatile Python solution for extensive company-wide application, with a particular emphasis on enhancing grocery product recommendations.
EDUCATION
Arizona State University
Master's degree, Business Analytics
National Taipei University
Master's degree, Economics
ABOUT KUAN LEE
Data Scientist specializing in predictive modeling, A/B testing, and data-driven decision-making, with expertise at the intersection of healthcare and marketing analytics.
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