On course for Master of Science in Business Analytics and Information Management, possess master's degree in
Business Administration with a zeal to analyze and interpret information to make reasoned business decisions
· Excellent knowledge of accounting, finance, human resource management, marketing, supply chain management,
and management information systems in evaluating business issues leveraging data.
MBA Product Manager / Product Analyst Intern May 2016 to September 2016WeissBeerger － Tel Aviv, Israel
Led cross-functional team for Korean market entry, providing unique operations and pricing solutions for bars leveraging
big data; helping WeissBeerger to scale number of connected bars by 1000%.
Created and executed draft beer promotion for Chinese market by investigating real-time beer consumption patterns and
price sensitivity and A/B testing, growing normalized sales volume by 15%.
Assistant Manager December 2010 to April 2015
Initiated strategy to enhance default detection algorithm through regression analysis from 10-year historical finance trade
documents, improving fraud detection rate by 5% and cutting down labor costs by 7%.
Improved default detection algorithm using regression; enhanced fraud detection rate by 5% and cut down labor costs by 7%.
MBA Senior Product Manager Intern Amazon.com － Seattle, WA
Merchant Technology) March 2016 - April 2016.
Segmented Amazon's third party sellers based on demographics and maturity of contracts into four groups; analyzed 455k
customer service interactions by using regression tree identified most costly, low-yield seller relationships.
Devised professional strategies to diminish number of interactions by aggregating issues across four seller profiles and
defining three major issues, decreasing number of interactions by 12%.
Citibank - Consumer banking rotational program Seoul, Korea.
Personal Loan Manager
Formulated face-to-face outreach service by assessing internal data to identify customers with huge potentials to refinance,
growing average monthly mortgage and personal loans from $1.5M to $5M.
Performed cluster analysis, leveraging geological information to launch marketing campaign, boosting number of daily
branch visits by 40% and monthly personal loan revenue by 25%.
Risk / Senior Risk Analyst
Spearheaded a project team to redesign stress test model of idiosyncratic economy crisis in 2011, increased appropriation
funds by 10% to prepare future risk.
Directed Citicard portfolio project team thereby transforming unorganized consumption data available for decision-making
and generating $50M monthly revenue.
Updated entire data analysis to U.S.
standards; guided a cross-functional team of 10 members in global data update project,
and simplified data analysis time by 30%.
Managed credit card risk by examining 10M customer's daily and monthly data to examine root cause by utilizing SAS;
implemented over 10 policies to mitigate risk from customers.
Education and Training
Master of Science : Business Analytics and Information Management, May 2018Purdue University － West Lafayette, INBusiness Analytics and Information Management Invent analytics and business solutions to clients regarding supply chain management
- Build up supply chain simulation synchronizing Google-sheet and Python using API and exhibit at conference
- Evaluate Ohio River Bridge construction by collecting data and research to standardize P3 construction for IN-DOT
Master of Business Administration : April 2017University of Michigan, Stephen M. Ross School of Business － Ann Arbor, MIAnalytics and Strategy
· Finalist: PwC Strategy& Global Operations Conference Case Competition
Bachelor of Arts : Applied Statistics, February 2011Yonsei University － Seoul, South KoreaApplied Statistics
LEADERSHIP ACTIVITIES, AFFILIATIONS, HONORS
· Served 2-years in a military service as an operational execution expert, leading 25+ soldiers and receiving award of "Most
Excellent Squad" out of 50 from the Commander of Army Corps
· Computer Skills: SAS, SQL, R, Python, VBA, Tableau, Microsoft Office
· Analytical Skills: Regression, Clustering, Forecasting, Machine Learning, Simulation, A/B Testing
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Companies Worked For:
University of Michigan, Stephen M. Ross School of Business
Job Titles Held:
MBA Product Manager / Product Analyst Intern
MBA Senior Product Manager Intern
Personal Loan Manager
Risk / Senior Risk Analyst
Master of Science : Business Analytics and Information Management , May 2018 Master of Business Administration : April 2017 Bachelor of Arts : Applied Statistics , February 2011
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