Hi there!
I'm a user-centric AI product and research strategist with 15+ years translating customer insights into shipped products at scale at Grammarly, Uber, and SK Telecom.
I specialize in bridging the gap between cutting-edge AI capabilities and real human needs, ensuring that technology serves people rather than the other way around.
I also advise startups on problem assessment, product strategy, and market expansion—helping founders navigate critical inflection points with clarity and confidence.
Advisory Services
"The best AI products come from deeply understanding what people actually need—not just what's technically possible."
I partner with startups at critical inflection points, helping them navigate the complexities of AI product development and market expansion.
My approach combines rigorous user research with strategic product thinking to ensure your AI solutions solve real problems for real people.
Key Offerings:
- •AI product strategy and roadmap development
- •International market expansion and localization
- •Building first research capabilities and user insights programs
- •Problem validation and product-market fit assessment
