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Zixiao (Shawn) Shi, PhD, is a Senior Data Scientist at Meta, focusing on omni-channel strategy and customer behavior analysis since November 2021. Concurrently, Zixiao serves as an Adjunct Research Professor at Carleton University, teaching data analytics and machine learning while researching data imputation and anomaly detection in energy systems. Previous experience includes roles as a Data Scientist at Shopify, a Research Associate at the National Research Council Canada, and a Research Assistant at Carleton University, where multiple award-winning projects were completed. Zixiao also founded Humble Building Consulting and was involved in building sustainability consulting at Crown Homes, inc. Zixiao holds a PhD in Smart Building Technology and advanced degrees in Architectural Engineering from Purdue University.