Senior AI Product Manager & Design Strategist

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.

  1. 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.
  2. 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).
  3. 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.
  4. 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.

  • Beyond MVP / MLP → shipped production
  • 9-week ship cycle
  • Repeatable 0-to-Launch execution system
  • Claude
  • Perplexity
  • Gemini
  • NotebookLM
  • Figma AI
  • Cursor
Read more

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.

  • +113% B2C revenue Year 1
  • $155M → $330M
  • Unified IA across B2C/B2B/B2E/B2B2C
  • Information Architecture
  • Mobile-first UX
  • Multi-channel Commerce
Read more

Lotte Confectionery — LCIA

Senior UX Consultant (IBM) · 2017 — 2019

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.

  • Selected for IBM Think 2019
  • Powered hit products (AI Pepero, Calamansi)
  • Social + POS data → trend signals
  • IBM Watson Explorer
  • Cognitive Search
  • Entity Modeling
Read more

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.

  • Stevie Awards 2019 (Bronze, Vienna)
  • Red Dot Design Award
  • GDWEB Bronze 2020
  • UX Strategy
  • Service Design
  • Design Governance
Read more

Lotte Department Store — AI Chatbot 'Rosa'

Senior UX Consultant (IBM) · 2016 — 2018

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.

  • 35% response time reduction
  • World Retail Award (CX Innovation Best, 2017)
  • 1st Watson Accelerator reference in Korea
  • IBM Watson
  • Conversational AI
  • CRM / POS integration
Read more

SK Telecom — Next-Gen Retail Store

Senior UX Consultant (IBM) · 2019

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.

  • 18 stakeholder interviews
  • 2 Design Thinking workshops
  • Reimagined retail concept
  • Service Design
  • Design Thinking
  • Retail UX
Read more

Homeplus — 'The Club' App for Warehouse Mall

Senior UX Consultant (IBM) · 2018 — 2019

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.

  • 640K downloads in 3 months
  • 10,000+ products at launch
  • DT-driven UX strategy
  • UX/UI Strategy
  • Axure
  • Sketch
  • Design Thinking
Read more

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.

  1. 2025

    AI Bridge Program Recognition

    40 projects shipped across teams

    Samsung Electronics

  2. 2025

    IT Investment Innovation with AI Recognition

    Samsung Electronics

  3. 2024

    Operation Excellence Award

    Design system impact across DS Division

    Samsung Electronics

  4. 2021

    Best Performance Team

    Samsung Electronics

  5. 2020

    GDWEB Design Awards (Bronze)

    Paradise City website

    Korea Web Awards

  6. 2019

    Stevie Awards (Bronze, Vienna)

    Paradise City official website

    International Business Awards

  7. 2019

    Red Dot Design Award

    Paradise City Integrated Resort

    Red Dot

  8. 2018

    'Team That Wow' R&R Program — Amazing ASIAN

    IBM Global Design

  9. 2017

    World Retail Award — CX Innovation Best

    Lotte Department Store 'Rosa' chatbot

    World Retail Awards

  10. 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.