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liaokuanyu has not earned any certificates yet.
Work Experience
Data Analyst, Part of MSBA Practicum Project
Qualcomm•  September 2023 - June 2024•  San Francisco, CA (Remote)
Conducted a choice-based conjoint analysis using statistical techniques (logit and Hierarchical Bayes), utilizing Sawtooth and R, leading to 10% improvement on marketing efficiency by better understanding preferences. Partnered with the Senior Director of Product Management and brainstormed 3 new analytic research ideas and presented data-driven insights and actionable recommendations, leading to 5% increase of market share.
Senior Consultant, Business Analytics
Deloitte•  September 2022 - June 2023
Leveraged complex SQL queries to analyze 30+ Key Risk Indicators within client's business processes, creating interactive Tableau dashboards that led to strengthened IT practices and enhanced decision-making. Collaborated with cross-functional teams, including IT leaders and business unit managers, to gather requirements and prioritize data analysis projects, resulting in 15% more efficient on targeted analytics efforts. Improved client’s operating efficiency in IT processes by 10% and achieved over 20% budget savings by streamlining the system infrastructure and optimizing the work process pipeline.
Consultant, IT Security Advisory
Deloitte•  November 2020 - August 2022
Implemented statistical techniques to reduce selection bias, resulting in a 20% increase in accurate findings. Managed and advised 20+ projects annually across various industries, delivering tailored actionable recommendations that improved compliance and security practices by over 10% in diverse company cultures.
Project Manager Intern
SURGE Business Development•  May 2019 - July 2019•  State College, PA
Increased client’s website traffic by 10% through SEO optimization strategies identified via Google Analytics.
Product Manager Intern
ezTravel Co. Ltd.•  August 2018 - August 2018•  Taipei City, Taiwan
Analyzed search trends and consumer behavior data using SQL and Business Intelligence tools to generate visual reports for the marketing team, leading to a 15% improvement in decision-making processes.
Education
University of California, Davis
Business Analytics, MS•  August 2023 - June 2024
Highlighted Coursework: Advanced Statistics, Machine Learning, Data Management, Big Data Analytics, Cloud Computing
The Pennsylvania State University
Information Sciences and Technology, BS•  August 2016 - May 2020