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Manager - Growth Insights
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Assessing your cultural and operational fit
Proven technology leader/manager in analytics who delivers cultural shifts in various organizations. My vision is to lead DS/BI revolution in various industries to introduce a new business paradigm that can ultimately balance between traditional business values and innovations. Work authorization: Republic of Korea (South Korea) citizen, U.S. Permanent Resident (Green Card holder) Github: https://github.com/snowjs0212
Georgia Institute of Technology
Master of Science - MS, Analytics
January 1, 2019 – January 1, 2024
Georgia State University
Master's degree, Actuarial Science
January 1, 2016 – January 1, 2017
University of Washington
Bachelor of Science - BS, Economics
January 1, 2005 – January 1, 2008
Trupanion
Analytics Manager
July 1, 2025 – Present
Greater Seattle Area · Hybrid
Hyundai Motor America
Senior Manager - Global TdC Analytics
July 1, 2024 – July 1, 2025
Fountain Valley, California, United States · Remote
LookUp Consulting
Co-Founder & CEO
August 1, 2022 – Present
Greater Seattle Area · Remote
Amazon
Senior Business Intelligence Engineer - Last Mile
April 1, 2022 – July 1, 2024
Greater Seattle Area
Amazon
Senior Program Manager - Last Mile
December 1, 2021 – April 1, 2022
Greater Seattle Area
Starr Insurance Companies
Statistical Data Analytical Specialist - Claims Analytics Lead
January 1, 2020 – December 1, 2021
Atlanta Metropolitan Area
Starr Insurance Companies
Statistical Data Analytical Specialist
January 1, 2018 – December 1, 2019
Atlanta Metropolitan Area
Starr Insurance Companies
Machine Learning Intern
May 1, 2017 – December 1, 2017
Atlanta Metropolitan Area
히스보험중개(주) (HIS Insurance Services Co., Ltd.)
Assistant Manager
June 1, 2014 – November 1, 2015
Seoul, Korea
Samsung Life Insurance
Pricing Actuarial Analyst
July 1, 2012 – June 1, 2014
Seoul, Korea
Republic of Korea Air Force
Interpreting Officer / Intelligence Officer (1st Lieutenant, Retired)
March 1, 2009 – June 1, 2012
Seoul, Korea
GSU Assurant Mini Case Competition (1st Place)
November 1, 2016 – Present
Identified different sources of risk exposed to Assurant’s current business in Chinese market and provided recommendation to improve its profitability
Sprint Project for Starr Companies (Team Leader)
September 1, 2016 – December 1, 2016
Built an analytical tool in determining insureds' risk quality based on several machine learning techniques including random forest model for Starr Companies’ BOP business practice
SOA Student Case Study Challenge (Semi-finalist)
February 1, 2016 – May 1, 2016
Examined business disruptors to the U.S. healthcare industry through various scenario-based stress testing methods
Amazon EC2 Fundamentals (2018)
June 24, 2026 – Present
Associate in Reinsurance (ARe)
The Institutes Knowledge Group
June 24, 2026 – Present
Actuarial Student (Exam 1/P, 2/FM, 3F/MFE, VEEs)
Society of Actuaries | Casualty Actuarial Society
June 24, 2026 – Present
Certificate in Quantitative Managerial Economics
University of Washington
June 24, 2026 – Present
Introduction to Data Science in Python
Coursera
June 24, 2026 – Present
Cloud Computing Careers and Certifications: First Steps
June 24, 2026 – Present
Chartered Property Casualty Underwriter (CPCU)
The Institutes CPCU Society
June 24, 2026 – Present
Applied Plotting, Charting & Data Representation in Python
Coursera
June 24, 2026 – Present
Apache Spark Essential Training
June 24, 2026 – Present
Processing Text with Python Essential Training
June 24, 2026 – Present
RapidMiner Machine Learning – Professional Certification
Altair RapidMiner
June 24, 2026 – Present
Lean Six Sigma Green Belt
Georgia Tech Scheller College of Business
June 24, 2026 – Present
Applied Text Mining in Python
Coursera
June 24, 2026 – Present
Bayesian Statistics: From Concept to Data Analysis (with Honors)
Coursera
June 24, 2026 – Present
RapidMiner Applications & Use Cases – Professional Certification
Altair RapidMiner
June 24, 2026 – Present
edX Verified Certificate for FA20: Computing for Data Analysis
edX
June 24, 2026 – Present
Learning the JavaScript Language
June 24, 2026 – Present
Program Management Foundations
June 24, 2026 – Present
Applied Machine Learning in Python
Coursera
June 24, 2026 – Present
Bayesian Statistics: Techniques and Models
Coursera
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's diverse experience across multiple industries (insurance, automotive, e-commerce, consulting) and roles (analyst, manager, co-founder) suggests adaptability and a broad perspective. Their involvement in case study challenges and competitions indicates a proactive, competitive, and continuous learning mindset. The transition from actuarial science to analytics and then to leadership roles demonstrates a willingness to evolve and take on new challenges. However, the target role of 'Data Analyst' might be a step down from their recent 'Analytics Manager' and 'Senior Manager' positions, which could impact long-term cultural fit if growth opportunities are not clearly defined.
Soft Skills & Operational Fit
The candidate's experience as a Team Leader, Co-Founder & CEO, and various Managerial roles suggests strong leadership, project management, and cross-functional collaboration skills. Their work at Amazon and Hyundai indicates an ability to operate in large, complex organizations and drive initiatives. The descriptions highlight problem-solving, strategic thinking, and a results-oriented approach.