Product, with a reason to build it.
I grew up in a family that lives with autism. It taught me to pay attention to people's pain points, to think from the perspective of underserved communities, and to care about work that creates positive social impact.
In particular, I aim to fix the root of a problem rather than its surface, in a way that can sustain itself and reach people at scale.
I've worked across UX design, AI and data, and product management, and I bring all three to every problem I take on.
Problems like these are rarely solved alone, which is why I love bringing talented people together on cross-functional teams toward a shared goal.
Where I've built.
Research Assistant, School of Design
Researching spatial interaction at the intersection of design and HCI.
- Advisor: Prof. Daniel Rosenberg Muñoz, School of Design
Master of Design, Design for Interaction (HCI)
Fellow, Block Student Fellowship on AI and Society.
M.S., Information Management (Data Science minor)
Academic Excellence Scholarship.
Visiting Scholar, School of Computer Science
Researched LLM-based vocabulary learning: co-first-authored publication at EMNLP 2025 Main.
- https://aclanthology.org/2025.emnlp-main.1299.pdf
- Selected for the government-sponsored CMU AI Intensive Program ($41K), KAIST & IITP
- Advisors: Prof. Rita Singh, Prof. Bhiksha Raj, Language Technologies Institute
AI Product Manager
Led Kurly's AI transformation, scoping and shipping AI systems across search, recommendation, merchandising, and product data for a 3.5M MAU grocery platform.
- AI Search with Google Cloud Vertex AI: Cut product-search no-result rate from 6.80% to 0.22% and raised product-search click-through rate (CTR) from 58.60% to 60.14% by implementing AI search, presented at Google Cloud Summit Seoul 2024
- Generative AI Copilot for Curated Collections: Automated 25% of key homepage sections with AI recommendation system across 200+ campaign topics while improving product diversity
Product Manager & Cross-Functional Team Manager (SaaS)
Apr 2023 – Mar 2024
Asleep is an AI sleep-tech startup that analyzes sleep through everyday devices without wearables. I joined as the 10th employee and grew with the company from Seed to Series B.
- Led end-to-end development process of Sleep Track, a B2B AI SaaS platform (API, SDK, Dashboard) that made AI sleep analysis easy for enterprise clients to adopt
- Reached $60K+ MRR within three months of launch, securing the company's first platform revenue
Product Manager & Cross-Functional Team Manager (DTx)
Sep 2021 – Mar 2023
Product Manager
Apr 2021 – Sep 2021
Bachelor of Fine Arts, Industrial Design (UX Focused)
Academic Excellence Scholarship.
Product UX Designer, Freelance
Facilitated ideation workshops with designers, executives, engineers, and end-users at LG Electronics R&D Center to develop future concepts for home appliances.
Recognition along the way.
1st Place, Global Data Convergence Talent Program Showcase
Ministry of Science and ICT
Excellence Award, LLM Clinical Note Datathon
Seoul National University Bundang Hospital
Featured Case Study, Google Cloud Summit Seoul 2024
Google Cloud · AI Search at Kurly