AI Product Leader · Montreal

Building AI prototypes and product portfolios.

Engineering first, then machine-learning research and technical consulting, focusing on product delivery and portfolio building.

Today I run AI product operations at a travel SaaS company, building the systems that allow AI products to get built and scale.

About IreneLinkedInGitHubMedium
Irene Pylypenko
  1. 01Engineering ThinkingAnalytical, data-driven problem solver providing structured, pragmatic solutions.
  2. 02Product StrategyWhat is the right product to build and for whom.
  3. 03Business OutcomesConnect what ships to measurable KPIs and revenue.

Projects I’ve worked on

All projects →
An agent loop of plan, act and observe inside a dashed autonomy boundary with read-only tools; its write action passes a human approval gate

ProductizeAI-Architect

Claude skill that designs AI-powered products

Public customer reviews quoted word for word, with the top theme ranked 1 of 8 and marked Build

Roadmap agent

Agentic app for PMs to auto-collect feedback

Email Phish Risk — scored, triaged, explained

Phishing Risk

Risk-analysis app running at 95% accuracy

Writing

All writing →
  1. 01Productize this: building an AI product architect as a Claude skill ↗Oct 2026
  2. 02Introducing the Forward Deployed Product Manager ↗Sep 2026
  3. 03I Built an Agent that Collects Customer Feedback to include in Your Roadmap ↗Sep 2026