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Hey, I'm Andrew

Senior Product Manager who turns technical complexity into simple user experiences.

I don't chase features — I find the job a user needs done and build the shortest path to value. Python, SQL, A/B tests, and fast prototypes are my tools. When ML or automation makes sense, I use it to reduce effort and grow willingness to pay.

What I do

  • Product growth at scale — 5M+ MAU, 124% faster time-to-market, 23% ARPU lift at S7 Airlines
  • Data-driven decisions — 100+ A/B tests, ML personalization, unit economics from day one
  • Prototype-first — I build to test, not to spec. Python, Cursor, agentic workflows
  • Full ownership — from user research and JTBD to delivery and retention metrics

Open-source & experiments

Repo What
ab-testing A/B test analysis toolkit — statistics, pandas, experiment workflows
prioritisation-model RICE scoring & prioritisation checklist for PMs
system-design System design notes & architecture patterns
cursor-rules My Cursor IDE configuration for AI-assisted development

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GitHub profile — Senior Product Manager, data-driven growth, prototyping

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