GROWTH MARKETING LEADER · FINTECH
I build marketing systems that drive measurable revenue — not just campaigns that ship. 13+ years across KakaoPay and Samsung Card, hands-on with SQL, experimentation, and AI.
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ABOUT
Growth marketing leader with 13+ years across Korea's top financial brands — KakaoPay and Samsung Card. I've launched a brand from zero, run award-winning campaigns, rebuilt targeting with data, pioneered MyData personalization that's now adopted company-wide, and shipped AI automation that turns weeks of analysis into days. I bridge marketing strategy and technical execution with hands-on SQL, Python, and agentic AI.
WHAT I DO
Acquisition → activation → cross-sell → retention, run as always-on, measurable automation.
A/B/n roadmaps, incrementality, and ROI / unit-economics models that drive real budget decisions.
Hands-on segmentation, LTV scoring, and profit tracking — plus a SQL curriculum that upskilled my team.
Python pipelines and agentic AI (Claude Code) for modeling, reporting, and rapid experiments.
Co-marketing and joint data activations with Google, Baemin, and Coupang Eats — plus luxury brand partnerships.
Conceived and launched Samsung Card 'Young Lab' end-to-end — an award-winning brand from scratch.
EXPERIENCE
AWARDS & CREDENTIALS
HOW I WORK WITH AI
AI-assisted experiment design, copy variants, and statistical analysis for A/B programs
Built curriculum and templates with AI to raise team analytics autonomy
Python pipelines for targeting, scheduling, and performance reporting at scale
Automated dashboards and insight generation replacing manual weekly reports
BEYOND THE DAY JOB — THINGS I'VE BUILT
Real-time pipelines integrating 3 financial APIs (KIS, Kiwoom, Upbit) for signal detection and execution.
End-to-end Python (pandas, FastAPI, Streamlit) for campaign performance reporting and detection.
Production workflows with Claude Code, GPT-4o, and Gemini that 10× analytical output.