R

Riley B.

Product Manager

Seattle, WA, USA6 yrs 2 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • 9+ years in AI-driven product management.
  • Expert in search ranking and personalization systems.
  • Proven track record in e-commerce feature development.
Stackforce AI infers this person is a Product Manager specializing in AI-driven E-commerce and MarTech solutions.

Contact

Skills

Core Skills

Search RankingArtificial Intelligence (ai)Product ManagementBusiness Intelligence (bi)Personalization & Recommendation SystemsMarketing Technology

Other Skills

Search AlgorithmsBusiness-to-Business (B2B)ToolRecommender SystemsPersonalizationMarketing AutomationAutomationAgentic AI DevelopmentTarget SegmentationExperimentationNew Product ReleaseConversion OptimizationAEOGEOAI for SEO

About

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

Experience

6 yrs 2 mos
Total Experience
3 yrs
Average Tenure
--
Current Experience

Samsung electronics america

Product Manager - Search

May 2023Present · 3 yrs · Bellevue, Washington, United States · On-site

Search AlgorithmsArtificial Intelligence (AI)Search Ranking

Amazon

Senior Product Manager

Jun 2022Mar 2023 · 9 mos · Seattle, Washington, United States · On-site

  • Seller's Tool (Selling Partner Service)
Business-to-Business (B2B)ToolProduct ManagementBusiness Intelligence (BI)

Kolon industries, inc

2 roles

Product Manager II - Growth

Promoted

Apr 2018Jun 2021 · 3 yrs 2 mos · Remote

  • • Ecommerce customer-facing feature development
Recommender SystemsPersonalizationPersonalization & Recommendation Systems

Product Manager I - MarTech

Jan 2016Apr 2018 · 2 yrs 3 mos · Remote

  • • MarTech (Personalization, Experimentation, Campaign Automation)
Marketing TechnologyMarketing Automation

Education

Purdue University

Master of Science - MS — Business Analytics & Information Management

Chung-Ang University

Bachelor of Business Administration

Seoul Digital University

Part-Time — Computer Software Engineering

University of Leeds

International Exchange Student Program

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