Mary Taylor

About

Mary Taylor

I'm a Principal AI Product Manager with 12+ years shipping AI products, from conversational agents to LLM-powered platforms to agentic systems. I'm known for bridging technical teams and business stakeholders, and for actually understanding what I'm building.

My background is unusual for a PM: I started with a B.S. in Physics, moved into data science, and came to product management through hands-on work with ML systems. That path gives me real technical depth. I prototype with Claude Code and Cursor, write Python and SQL, and have shipped evaluation frameworks that handle millions of model outputs.

Currently I lead the AI product line across four domains at UserTesting, where I've contributed to $21.4M in revenue, led EU AI Act compliance efforts, and defined criteria for an MCP server enabling integrations across Figma, ChatGPT, Slack, and Claude.

I also founded ProductShift, an AI product consultancy for early-stage startups, and I'm building OpenSprouts, a side project I'm developing from zero users up, specifically to learn GTM and marketing strategy firsthand.

Skills

AI / ML

  • LLMs & NLP
  • Conversational AI Agents
  • Model Evaluation
  • Human-in-the-Loop
  • Agentic Systems
  • MCP & Orchestration

Product

  • Product Strategy
  • 0-to-1 Launches
  • OKRs & Roadmapping
  • User Research
  • A/B Testing
  • Pricing & GTM

Technical

  • Python
  • SQL
  • JavaScript
  • AWS (Certified)
  • Claude Code
  • Cursor
  • Vercel
  • Supabase

Governance

  • ISO 42001
  • EU AI Act
  • NIST RMF
  • AI Ethics Policy
  • SSPA Certification

Data & BI

  • Tableau
  • Power BI
  • Jupyter Notebooks
  • Pendo

Education

M.S. Data Science (AI Specialization)

Northwestern University

Product Strategy Executive Program

Northwestern Kellogg School of Management

B.S. Physics, Minor Mathematics

East Carolina University

AWS Cloud Practitioner Certification

Amazon Web Services

Outside work

I draw with pencil and paint with oil paint. I also compete in pistol shooting competitions, which is one of the few activities that demands complete presence. And I have over 100 houseplants (yea I know its crazy 😅).

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I'm open to AI PM roles, speaking invitations, and early conversations about OpenSprouts.