Projects & Work

Things I've built, frameworks I use, and systems I've shipped.

Case Studies

Multi-agent systems and AI implementations I've built.

🔬

Discovery Research

User Research

20 discovery interviews in 3 weeks. Invalidated my core hypothesis ("better resumes = better outcomes") and identified beachhead ICP for Grapevines.

🤖

Career OS

Multi-Agent System

6-agent AI system that automated job searching. The foundation that became Grapevines. 20 hours/week saved, 95% match quality improvement.

🐤

Canairy

Consumer Product

Family early warning system tracking 35+ economic and safety indicators. Treasury data, supply chains, infrastructure health — translated to plain English with specific actions.

Tools & Frameworks

Open source PM tools and frameworks I've built and use.

📝

PM Toolkit

Open Source

PRD templates (70% pre-filled), JIRA templates, Sprint Report Generator, Morning Status automations. Everything I use daily.

🎯

AI Usage Excellence

Framework

Progressive AI integration framework. 5 levels from basics to autonomous workflows. Used to drive 90% team adoption.

📈

Sprint Health Metrics

Framework

Track velocity, quality, and team sustainability. Early warning system for sprint health issues.

⚖️

Decision-Driven Dev

Framework

Outcome-focused development framework. Every work item tied to a decision. Structured evaluation for better product choices.

Let's connect

I'm open to senior PM roles at companies building AI products. Reach out if you're hiring or want to chat.

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