Business Analysis
SQL-based data extraction, KPI design, funnel analysis, LTV analysis, cohort analysis
A data-driven commerce strategy professional with hands-on experience in payment growth, platform growth, category strategy, and operational optimization.
2.4x payment growth · 1.6x user growth · KRW 200M annual cost savings
At Joonggonara, I drove 2.4x payment growth through funnel analysis and high-value user segmentation. I also led a cafe-to-app growth initiative that increased users by 1.6x and listings by 2x. At KimCaddie, I introduced IVR-based booking automation and reduced annual operating costs by approximately KRW 200M.
I have worked across commerce growth, payment conversion, category strategy, and operational improvement, always grounded in data and execution.
SQL-based data extraction, KPI design, funnel analysis, LTV analysis, cohort analysis
QuickSight, Looker Studio, and Superset for dashboard building and monitoring
Category growth, payment conversion, promotion optimization, high-value user strategy
User acquisition, listing activation, incentive design, and growth experiment execution
Process redesign, automation, cost reduction, and quality/efficiency improvement
Collaborating with engineering, operations, planning, and marketing teams
My background spans major commerce and platform businesses, connecting customer behavior, product structure, and business performance.
Operations Team Lead
Manager, Payment Partnership Team
Team Lead, Marketing Planning
L4, Pricing Operation
Promotion Operation
A selection of projects demonstrating measurable outcomes across payment growth, user growth, operational automation, and category strategy.
Replaced a phone-based manual reservation process with IVR automation to reduce missed bookings and operational risk.
Identified high churn in the chat stage through SQL-based funnel analysis and implemented automation to drive growth.
Designed a strategy to convert Naver Cafe traffic into app growth through account linkage and staged campaign design.
Built a TOP SKU-focused promotion strategy for the food category using Pareto analysis and transaction data.
Mar 2010 – Aug 2016
Feb 2025 – Mar 2025
Dec 2020 – Apr 2021
I am open to opportunities in commerce strategy, growth, and business planning roles.
Data-driven Commerce Strategy Planner