Product Strategy · AI Innovation · Social Research · Belonging
I study the gaps between who a product was built for and who actually needs it. I help teams close those gaps through rigorous, equity-informed research and strategic design practice.
Keynotes, workshops, and conference talks on inclusion, AI, and designing for belonging.
Book a Talk →Strategic partnerships and inclusive design advisory for product teams and organizations.
Explore Services →Design for Belonging: an advanced course redefining what inclusive UX research looks like in practice.
Learn More →Essays, frameworks, and field notes on equity, accessibility, AI, and product strategy.
Read Insights →The Course
This is the course I wish had existed when I started. Eight standalone modules, a full course path, and a premium bundle, each designed so you can learn exactly what your practice needs right now.
Individual Modules · $79 to $97 each
Speaking
I speak from practice, not theory. Every talk I give is grounded in real research, real product failures, and real examples of what change actually looks like.
Advisory & Consulting
I partner with product teams, design organizations, and leadership to build research practices that are genuinely more inclusive. Not as a one-time project, but as a durable capability. Every engagement is shaped around your specific context and goals.
Building or maturing a research practice that centers equity, rigor, and user dignity from the ground up.
Embedded advisory for design teams building features, flows, and products that serve diverse populations.
Research methodology, participant recruitment, and analysis frameworks that make accessibility insight actionable.
Identifying and mitigating exclusion embedded in AI-powered product experiences before they reach users.
Custom facilitated sessions that build inclusive research capabilities and shift team culture toward belonging.
Comprehensive review of existing research practices and methodologies through an equity and inclusion lens.
Thought Leadership
When a product isn't built for you, you pay in time, effort, and dignity. Here's how to measure and reduce that hidden burden.
Read EssayVoice assistants mishear non-Western names. Forms don't accept certain characters. These aren't bugs. They're design decisions.
Read EssayAccessibility checklists won't get you there. Here's why dignity needs to be embedded in your research methodology, not appended to it.
Read EssayAbout
I'm a Product and AI Innovation Strategist and Social Researcher. My career has taken me across some of the largest product organizations in the world: Meta, OpenAI, Amazon, U.S. Bank, McGraw-Hill, and OneMain Financial. Every engagement has deepened my conviction that the research we do determines who gets to belong.
I work at the intersection of accessibility, AI, financial services, healthcare, and education. These are industries where design decisions carry real consequences for real people. I bring rigorous, equity-informed research to teams building at scale, and I help them move from good intentions to structural change.
I also teach. My course, Design for Belonging, is built around the principle that belonging isn't a feature. It's a foundation. And I speak at conferences and organizations that are ready to do the harder work.
Get in Touch
Whether you're looking for a speaker, a strategic research partner, a workshop facilitator, or access to the course for your team, I'd love to connect. Every collaboration starts with a conversation.