MICROSOFT SENIOR PM · 2021–2023
BEST BUY GROUP PM · 2023–2024
ISO/IEC SC 42 STANDARDS EXPERT · 2020–2024
UBC MASc + BCom · OSAKA EXCHANGE
TOP 0.3%
MICROSOFT 2021 GLOBAL HACKATHON
First-place award, 6,000+ teams. Led a distributed team to build an AI-powered matching service.
50+
MCP TOOLS SHIPPED · iD8
Multi-agent AI development platform with state-of-the-art memory systems and human-in-the-loop approval patterns.
WHO · PAUL SAVE VERIFIED · RESUME-BACKED

Paul Save has been working in data science and machine learning since 2016 — full-time on AI Operations since founding CDSI in 2024.

Past Kaggle competitor across multiple machine learning competitions, including a top-10% finish (Bronze Medal) on an NLP classification challenge. 20+ conference presentations on AI, ML, and product topics — selected venues include Microsoft MLADS, Microsoft MVP Global Summit, AWS Initiate, Central 1 Momentum, and ProductCamps in Vancouver, Seattle, and Portland.

Shipped Microsoft Teams platform integrations that cut partner onboarding from 3 weeks to 1 day. Built a 0-to-1 multi-tenant ML platform on AWS at Central 1 Credit Union, with churn models exceeding 90% accuracy and 70% precision across Canadian credit unions.

Currently building iD8 — a multi-agent AI development platform with 50+ MCP tools, state-of-the-art memory systems, and production-grade governance primitives. Author of MarkCrawl, an open-source web crawler that ranked #1 in a published 7-tool benchmark for speed, extraction quality, and cost.

Expert on ISO/IEC JTC 1/SC 42 Artificial Intelligence — contributed to international standards on AI governance and safe deployment.

SPEAKING · 15+ REVERSE CHRONOLOGICAL · MONO = VERIFIED

I speak about the work while I'm doing it.

Eighteen-plus engagements since 2013 — AI, responsible ML, data platforms, product leadership. All sourced, all dateable.

TopicVenueDate
Mastering the Art of Pricing with Bayesian Inference ProductBC · Microsoft Vancouver MAY 2024
Mastering the Art of Pricing with Bayesian Inference ProductCamp Vancouver APR 2024
Individual Journeys in AI (panel) ProductCamp Vancouver APR 2024
How to Win at a 6,000+ Team Hackathon ProductCamp Vancouver APR 2023
AI/ML Product Leaders · Responsible AI + ChatGPT ProductCamp Vancouver APR 2023
A PM Perspective on Writing a Stunning Resume UBC Graduate Student Society NOV 2022
Big Tech or Startup — What's best for your PM career ProductCamp Vancouver (main stage) JUN 2022
AI PM Virtual Breakout · Responsible AI Microsoft MLADS NOV 2021
Product Management Masterclass Acetech MAR 2021
Getting a Job in Data during COVID-19 BCIT · BABI 9500 Capstone JUL 2020
Becoming a Data Science PM — Tales from the Trenches ProductCamp Vancouver MAR 2020
Building a Data Lake in AWS AWS Initiate Victoria NOV 2019
Personalizing the member experience with predictive analytics Central 1 Momentum · Toronto SEP 2019
Machine Learning for Product Managers ProductCamp Portland MAR 2019
Machine Learning — Why the Hype ProductBC JUL 2018
CONTACT · INTAKE FORM IS THE ONLY PUBLIC CHANNEL

Start with a few lines on the problem.

Project context, rough scope, what you've tried. I reply within two business days. If it's a fit, we book a scoping call. If not, I'll point you at someone who's a better match.

RESPONSE WINDOW · < 2 BUSINESS DAYS
SECONDARY · LINKEDIN · in/paulsave
EMAIL · NOT PUBLISHED