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Ye (Isaac) Liu has a diverse work experience spanning various roles and industries. Ye (Isaac) started their career as a Co-Founder at Daily Education, where they managed a one-on-one CET tutoring program and developed customized curriculums for students. In 2020, they worked as a Research Analyst at Intellipro Group Inc and ITCI (International Talents Career Insight), where they were responsible for managing internal databases and conducting candidate research. Ye (Isaac) also worked as a Research Analyst at FLAGDream, where they evaluated potential partnerships and conducted analysis. In 2021, they transitioned to the role of Operations Specialist and later became an Operations Manager at Fantuan, where they focused on driver fleet management, supervising dispatching processes, and optimizing delivery. Ye (Isaac)'smost recent role is as an Operations Manager at Chowbus, where they oversee driver fleet management, supervises the order dispatching process, and develops and refines operation processes.

Ye (Isaac) Liu completed their Master of Science (MS) degree in International Business from Hult International Business School from 2018 to 2019. Ye (Isaac) then pursued a Master of Science (MS) degree in Business Analytics from the same institution from 2019 to 2020. In addition, Ye obtained several certifications, including "PostgreSQL Summary Stats and Window Functions," "Case Study: School Budgeting with Machine Learning in Python," "Intermediate SQL," "Introduction to SQL," "Joining Data in SQL," "Unsupervised Learning in Python," "Machine Learning with Tree-Based Models in Python," "Supervised Learning with scikit-learn," "Intermediate Data Visualization with Seaborn," "Intermediate Python," "Introduction to Data Visualization in Python," and "Introduction to Python," from DataCamp at various times between 2019 and 2020.