Strategic.Technical.Deliberate.
I work at the intersection of management and technology, turning ambiguity into deliberate, technically grounded product decisions.
I believe great products come from understanding both the "why" and the "how"—the business strategy and the technical constraints.
With a BS in Management Science & Engineering and currently pursuing an MS in Computer Science (AI) at Stanford, my background combines decision-making, systems thinking, and technical foundations. This path was intentional—I wanted to understand both how strategic decisions are made and how technology enables them at scale.
PM brings these interests together in practice. I’m drawn to products that are thoughtfully designed, sustainable, scalable, and genuinely useful to the people who rely on them.
Stanford University
Stanford University
Focus
A story of meaningful roles
Each position has contributed to the discovery of my passion and my growth
Led cross-functional data-ops projects, managing 100+ AI trainers and building dashboards to identify bottlenecks, track progress, and ensure quality control
- Project Management
- Excel
- Python
Contributed to the U.S. launch of Ohouse by localizing and listing 100+ products, aligning market strategy with user needs for the U.S. launch.
- Market Research & Survey
- Needfinding
- Excel
- Canva
- Shopify
Built and backtested a neutral-rate forecasting model for the U.S. and Eurozone, guiding investment strategy and informing the bank’s in-house interest-rate outlook
- Research
- Literature Review
- R
Benchmarked GenAI products across Asia and North America and analyzed U.S. fintech personalization trends. Made investment pitches, assessing strategic partnership with Hanwha affiliates.
- Market Research
- Deal Sourcing
- Due Dilligence
Managed logistics and grading for 57 students and led case discussions linking ethical theory to real-world decision-making, fostering analytical thinking and clear communication.
- Course Management
- Logistics
- Student Support
Supported students and faculty by coordinating tutoring appointments and managing office operations to ensure smooth communication and accurate scheduling.
- Administration
- Logistics
- Student & Faculty Support
Projects
Stochastic Routing for Cross-Border Payments
An exploration of a greedy stochastic routing model for cross-border transfers that simulates bank-specific FX spreads and fees and selects multi-hop routes via Monte Carlo lookahead—showing consistent improvements over direct conversions under realistic market conditions.
View PaperData-Driven Approaches for Incentivizing Sales Performance
An analysis of the decline in insurance sales and a data-driven resolution: a Monte Carlo simulator for forecasting performance and designing incentives.
View Paper"In my personal time, I enjoy a long walk, an early morning with 30-mins my-style yoga, or having good food without thinking of calories."
Hobby
I believe that balancing work and personal life is essential to achieve long term goals. I like playing golf, find a new song to play in the piano, try new workout routines, or cook (mostly Korean and Paraguayan food). Recently, I have been into jump rope and thick greek yogurt with honey and blueberries.
Current interests
- Cooking
- Long walks
- Golf
- Piano
- Dessert Haunting
- Jump Rope (New)