I'm a Principal Product Manager and Architect with roots in technical operations and security. I work best close to systems, code, and the teams building both.
Most of my work sits at the intersection of AI adoption, operational reliability, and business-critical execution. At my best, I'm a force multiplier, pushing wherever the team needs momentum: design, engineering, research, or go-to-market.
I don't believe in heavyweight PRDs as the center of product work. I believe in building shared understanding through interactive experiences and working prototypes, then using that signal to make better decisions.
A quick note on public history: much of my earlier work lived in private company repos or restricted federal environments, so my public GitHub timeline is newer than the work itself. Innovation has been the throughline in that work, and I've been fortunate to receive annual recognition for it over the past decade. I'm now making more of my approach visible in the open.
- humanizer: detects AI writing patterns and helps rewrite text to sound human
- agent-release-gate: CI gate for AI agent quality and regressions
- mcp-trust-radar: trust scoring for MCP servers
- pm-handbook: practical PM templates and playbooks
- feed-cleaner: signal filtering for noisy social feeds
If you're building something novel in AI, product, or operations, reach out. I enjoy collaborating with people who like turning ideas into working systems.