Translating complex AI problems into products that ship and run in market.
10+ years across Samsung Electronics and IBM, including a 0-to-Launch execution system that shipped 24 AI products through Samsung's AI Innovation Program.
Selecting next AI Product missionsNYC / SF / RemoteSeoul, South Korea
About
Trajectory.
Senior AI Product Manager & Design Strategist with 10+ years across Samsung Electronics and IBM. Architected an enterprise design system reaching 1M+ employees and 18+ teams; drove +113% B2C revenue growth on Samsung.com ($155M → $330M); shipped 24 AI products through Samsung's AI Innovation Program — 0-to-Launch. Now running AI-native Product Lab, translating complex AI problems into products that ship and run in market. Invisible to Visible.
Years in product
10+
AI products shipped
24
Employees impacted
1M+
Year-1 B2C growth
+113%
Experience
10+ years across IBM and Samsung.
Outcomes and recognitions sourced from publicly disclosed work and awards.
Founder & AI Product Lead · AI-native Product Lab
Jan 2026 — Present
Independent Studio
Built a repeatable 0-to-Launch execution system: research → UX → AI prototyping → vibe-coded production.
Led 24 builders to ship production AI products across LLM, EdTech, and B2C domains.
Integrated Claude, Midjourney, and Figma AI into the workflow — 80% faster PRD generation, 3× prototyping speed.
Designed an AI-assisted product development methodology combining user research, UX strategy, and rapid prototyping.
Senior AI UX Strategist & Product Designer · Samsung Electronics — AI Center, DS Division (Team 30+)
Aug 2020 — Dec 2025
Suwon, South Korea
Led user research on the IT investment platform and ran cross-stakeholder process improvement (PI) initiatives.
Drove product consolidation across overlapping internal tools, then shipped LLM-powered AI-assisted product development.
Architected an enterprise design system across the DS Division — 100+ components adopted by 18+ product teams.
Built design-token governance and a design-to-code pipeline that became division-wide infrastructure.
Co-designed a multi-step AI adoption framework that scaled dozens of concepts into production across teams.
Recognition: Operation Excellence Award (2024) · AI Bridge Program (2025) · IT Investment Innovation Award (2025).
Senior UX Consultant / Lead Solution Architect · IBM Global Business Services — Singapore Asia Hub
2015 — 2020
Singapore · Korea
Drove +113% B2C revenue growth ($155M → $330M) on Samsung.com unified platform redesign in Year 1.
Shipped Watson AI chatbot 'Rosa' for Lotte Department Store — 35% response time reduction, World Retail Award.
Designed the LCIA AI Prediction System for Lotte Confectionery — featured at IBM Think 2019, powered hits like AI Pepero.
Led UX strategy for Paradise City Integrated Resort — Stevie Awards, Red Dot, GDWEB Bronze.
Reimagined SK Telecom's next-generation retail store concept through deep UX research and Design Thinking.
Designed UX/UI strategy for Homeplus 'The Club' warehouse-mall app — 640K downloads in three months post-launch.
Recognition: 2018 Amazing ASIAN · 2017 World Retail Award (CX Innovation Best) · 2016 #1 IBM Global Best Deal Squad.
Product Designer · Erix Lab (Startup)
2013 — 2014
Seoul, South Korea
End-to-end product design — from user research to shipped product across the full lifecycle.
Selected Work
Selected projects.
Projects where deep expertise turned directly into shipped outcomes — across IBM consulting, Samsung Electronics, and AI-native Product Lab.
AI-native Product Lab
Founder & AI Product Lead · 2026 — Present
An independent studio taking AI products beyond MVP and MLP into vibe-coded, shipped production. The Lab's standard is not stopping at prototypes — research → UX → AI prototyping → vibe coding → ship, run as a repeatable execution system.
Samsung Electronics — AI Platform & Design System (5 years)
Senior AI UX Strategist · 2020 — 2025
Five years at Samsung Electronics' AI Center. Started with user research on the IT investment platform, led process improvement (PI) through cross-stakeholder workshops, drove product consolidation, and ultimately built a 0-to-Launch execution system that shipped 24 AI products through Samsung's AI Innovation Program. In parallel, architected a 100+ component enterprise design system adopted by 18+ teams.
24 AI products via AI Innovation Program
100+ components, 18+ teams adopted
Operation Excellence Award (2024)
AI Innovation Program
AI-assisted Product Dev
Design Systems
LLM UX
Samsung.com — Mobile/APP B-Commerce Platform
Lead Solution Architect (IBM) · 2019 — 2020
Unified IA across B2C/B2B/B2E/B2B2C, operating as one platform running multi-channel commerce. Localized for the Korean market — strengthened comparison, reviews, and membership integration. Drove a +113% jump in B2C revenue in Year 1.
Lotte Confectionery Intelligence Advisor — selected as a featured project for IBM Think 2019. Cognitive search and product recommendation built on IBM Watson Explorer; tens of millions of social + POS signals turned into trend insights, powering hits like AI Pepero.
Paradise City Integrated Resort — Digital Transformation
Lead UX Strategist (IBM) · 2017 — 2018
Northeast Asia's first integrated resort. Translated a premium brand into a one-glance UX, integrating membership and unified booking into a single user journey.
Watson AI chatbot integrated with CRM and POS for Korea's largest department store. Designed dual-attention UX — customers shop and converse with AI simultaneously, mobile-first.
Reimagined the next-generation telecom retail store: hardware, software, and human interaction. Conducted deep UX research with 8 customers and 10 store employees, plus 2 Design Thinking workshops to envision future scenarios.
End-to-end UX/UI strategy for a warehouse-mall app launch. Design Thinking, retail field study, and persona research drove a launch that hit 640K downloads in three months.
Kookmin Bank — 1st AI Design Thinking in IBM Korea
Lead Facilitator (IBM) · 2018
Led the first AI Design Thinking workshop ever held inside IBM Korea. Built a rapid prototype delivering differentiated AI solutions for the Foreign Exchange Remittance persona.
1st AI DT in IBM Korea
Foreign Exchange Remittance use case
Wireframe + Sketch prototype
AI Design Thinking
Rapid Prototyping
Sketch
Skills
Skills.
Tools and disciplines I lean on, day to day.
AI / ML Product
LLM Applications
RAG Systems
MLOps
Prompt Engineering
AI Governance
Conversational AI
NLP
AI Adoption Strategy
Product & Strategy
Product Roadmap
PRD
OKRs
Agile / Scrum
Stakeholder Management
A/B Testing
Data-Driven Decisions
User Research
Design Leadership
Design System Architecture
Design Ops
Figma-to-Code Pipeline
Design Tokens
Cross-Functional Team Leadership (8–30+)
Tools & Platforms
Figma
Claude
ChatGPT
Midjourney
Python (basic)
Jira
Amplitude
GA
Mixpanel
AWS
Notion
Recognition
Awards.
Stevie · Red Dot · GDWEB · World Retail · IBM Global · Samsung Operation Excellence.
2025
AI Bridge Program Recognition
40 projects shipped across teams
Samsung Electronics
2025
IT Investment Innovation with AI Recognition
Samsung Electronics
2024
Operation Excellence Award
Design system impact across DS Division
Samsung Electronics
2021
Best Performance Team
Samsung Electronics
2020
GDWEB Design Awards (Bronze)
Paradise City website
Korea Web Awards
2019
Stevie Awards (Bronze, Vienna)
Paradise City official website
International Business Awards
2019
Red Dot Design Award
Paradise City Integrated Resort
Red Dot
2018
'Team That Wow' R&R Program — Amazing ASIAN
IBM Global Design
2017
World Retail Award — CX Innovation Best
Lotte Department Store 'Rosa' chatbot
World Retail Awards
2016
#1 IBM Global Best Deal Squad Collaboration Award
IBM Global Design
Education
Illinois Institute of Technology
2011 — 2012
Exchange Student, Business · Chicago, IL, USA
Ewha Womans University
2013 — 2016
MDes — Design · HCI · Surface Design · Seoul, South Korea
Coursework: HCI · Information Architecture · Visual Design · UX Research Methods · Digital Media
Languages
Korean (Native) · English (Professional Working Proficiency)
Contact
Let's compare notes.
Coffee chats and collaborations welcome. AI-native product building, 0-to-Launch execution, design system governance — or whatever you're shipping.