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Qike (Amber) Liu is a Senior Business Analyst at Liberty Mutual Insurance, with a history of significant roles in data analysis and technical services. Prior experience includes serving as a Senior Technical Service Analyst and Technical Service Analyst at TraceLink, along with a Data Analyst Assistant position at JunZhiTian Decorative Materials Corporation Limited, where raw data analysis and predictive algorithm construction in SQL were key responsibilities. Academic qualifications include a Master's degree in Actuarial Science from Boston University. Prior internships in actuarial roles at China Life Insurance Company Limited and analytical positions at the National Bureau of Statistics Survey Office further underscore expertise in data analysis and algorithm development.