About

Ben Brink

I'm a product manager and strategic consultant who builds AI products. For the past two years I've been the sole product hire at CHE, an early-stage AI startup, where I work directly with the founder and COO — owning a flagship product used by Sky, the Jamie Oliver Group, and Omnicom, shipping new products from scratch, and running the competitive strategy that shapes how we sell.

I came to product sideways, through philosophy and statistics at Queen's University. The combination turned out to be more useful than it sounds: philosophy gave me a habit of pulling claims apart to see what's actually being argued, and statistics gave me a healthy suspicion of any claim that hasn't earned it. In practice that makes me the person on the team pushing to define what "good" means before we build toward it — and then building the thing that measures whether we got there.

I'm as comfortable in the strategy memo as I am on the technical side of things: LLM pipelines, evaluation frameworks, multi-agent systems, and a health-literacy startup on the side.

Education

Queen's University — BAH, Philosophy, Specialization in Statistics (2025). Principal's Scholarship recipient. Finalist, Young Entrepreneurship Launchpad national pitch competition.

Publications

  • Brink, B. & Stinson, C. (2026). Misaligned Metrics: AI Benchmarks and Chatbot Design for Mental Health. Under review, ACM FAccT 2026.
  • Hadden, E., et al. incl. Brink, B. (2020). The Decrease in Salmon Species in the Brothers Creek Watershed. Future Science Leaders.

Skills

Strategy & Product

  • Product strategy & roadmapping
  • 0→1 product development
  • Competitive intelligence
  • MVP scoping & build-vs-buy
  • Stakeholder management
  • Executive communication
  • Backlog prioritization
  • User research & testing
  • Evaluation framework design
  • Cross-functional leadership

AI & Engineering

  • LLM systems (Claude, GPT, Gemini)
  • Prompt engineering
  • Multi-agent systems (LangGraph)
  • LLM-as-Judge evaluation
  • Python · FastAPI · Django
  • LangChain · LangSmith
  • Real-time backends (WebSockets)
  • SQL / PostgreSQL
  • API design
  • Figma