Contact
Get in touch
The best way to reach me is by email. I’m happy to hear about relevant roles, consulting engagements, writing, speaking, or collaboration.
Opportunities
Open to senior product, AI, and data roles. I maintain tailored materials for product management and data/analytics roles — tell me which opportunity you’re considering and I’ll share the most relevant version.
Writing and speaking
Happy to talk about internet measurement, trust and abuse data, user experience for data products, or evaluating AI systems in production. My published work is on the writing page.
Consulting & Collaboration
Available for selected engagements
Available for selected engagements involving AI product strategy, data products and analytics, cybersecurity data, and decision workflows.
AI product strategy
Framing what a model should and should not decide, and designing the workflow around it.
Data products & analytics
Measurement frameworks, analytical data models, and reporting people actually use.
Cybersecurity data & measurement
Turning high-volume security telemetry into analysis that supports decisions.
Evaluation & decision workflows
Evidence handling, uncertainty, and where human review belongs.