Every engagement starts with a conversation. Here’s how we can work together.
Speaking
Keynotes, panels, and workshops on AI systems design, content infrastructure, and the semantic layer. Real stories from designing at Microsoft. Not theory, not hype.
Past topics include naming autonomous AI products, building trust signals into agentic UX, and designing content systems that scale across 24 languages. Available for conferences, offsites, and internal summits.
See my talks →Teaching
University courses and professional workshops at the intersection of content design and data engineering. I teach people how to think about the language layer of data products: the words, structures, and mental models that make complex systems learnable.
My flagship course, Full-Stack Data Clarity, is pitched for Fall 2026. It covers terminology systems, information architecture for data platforms, and designing content that survives translation and AI summarization.
See the course →Consulting & Advisory
Terminology audits, naming system design, and data product content strategy. I evaluate your product's content layer and deliver actionable recommendations grounded in user research. Think error messages, empty states, taxonomy labels, and metric naming.
Engagements range from one-time audits with a style guide deliverable to ongoing advisory partnerships for teams expanding into data products and AI-assisted analytics.
Get in touch →Content Office Hours
Book a 1-hour session and bring the messy stuff: naming debates, taxonomy tangles, UX copy that isn't landing, onboarding flows that confuse more than they help. I'll help you untangle it in real time.
No prep required. No deliverable expected. Just a focused hour with someone who's seen these problems at scale and can help you find the right framing.
Book a session →Mentoring
Guidance for content design professionals expanding into data products, AI systems, and technical domains. I've navigated the transition from traditional UX writing to designing the semantic layer of enterprise AI, and I can help you do the same.
We'll work on career strategy, portfolio positioning, skill-building, and navigating ambiguity in roles where the scope is still being defined. Sessions are flexible and ongoing.
Discuss your goals →