Riley B. — Product Manager
I've spent 9+ years focused on one question: why users find (or fail to find) what they're looking for. That curiosity has driven most of my career — launching AI-powered search across global markets, building recommendation systems that bring people back, and building the data layer that makes smart experimentation possible. My work focuses on the core systems behind how users discover and evaluate products — search ranking, discovery experiences, and personalization loops — that continuously learn from user behavior. I think in user behavior first, metrics second. Whether it's improving a ranking model or launching 0-to-1 product capability, my goal is the same: turn real user behavior into product decisions. I’m most energized by products where AI enhances core mechanics of a product, and where "better" is something we can actually measure. Open to AI/ML PM roles in search, discovery, personalization, and e-commerce platforms. Focus areas: AI/ML Product Management • Search & Discovery • Personalization & Recommendation Systems • Search Ranking • A/B Testing & Experimentation • E-commerce Platforms • Data Instrumentation & Analytics • Cross-Functional Leadership
Stackforce AI infers this person is a Product Manager specializing in AI-driven E-commerce and MarTech solutions.
Location: Seattle, WA, USA
Experience: 6 yrs 2 mos
Skills
- Search Ranking
- Artificial Intelligence (ai)
- Product Management
- Business Intelligence (bi)
- Personalization & Recommendation Systems
- Marketing Technology
Career Highlights
- 9+ years in AI-driven product management.
- Expert in search ranking and personalization systems.
- Proven track record in e-commerce feature development.
Work Experience
Samsung Electronics America
Product Manager - Search (3 yrs)
Amazon
Senior Product Manager (9 mos)
Kolon Industries, Inc
Product Manager II - Growth (3 yrs 2 mos)
Product Manager I - MarTech (2 yrs 3 mos)
Education
Master of Science - MS at Purdue University
Bachelor of Business Administration at Chung-Ang University
Part-Time at Seoul Digital University
International Exchange Student Program at University of Leeds