Case Studies
Deep dives into products I've built, scaled, and shipped. Each case study covers the problem, strategic approach, execution, and measurable outcomes.
Security Copilots, Agents & DLP Analytics Engine
Designed and delivered an AI layer on Microsoft's Security Platform - enabling Copilot for Security (CfS) skills, agents, and functions that give security practitioners AI-powered capabilities across data protection, compliance, insider risk, and threat management.
InclusiveMind - DEI Culture Index
InclusiveMind is an AI-powered Diversity, Inclusion & Soft-Skills companion designed to embed real-time, privacy-first inclusion coaching directly into employees' everyday digital communications - no compliance dashboards, no surveillance.
SocietyXpress - 0-to-1 Marketplace Build
A case study in solving the hardest product problem: building a two-sided marketplace from zero. While my enterprise work demonstrates scale and AI depth, SocietyXpress proves I can identify a real-world problem, design the full product system, solve the cold-start problem, build supply-side tooling, and ship a revenue-generating product - skills that don't show up in enterprise PM roles but define whether a product leader can truly build.
How I Approach Product Work
Every case study follows my core PM framework: deeply understand the problem, define clear success metrics, ship iteratively, and measure relentlessly.
Hear It From Those Who Worked With Me
See what colleagues and leaders have to say about the impact of this work.