VP of Product.
Context Architect.
I transform how organizations use data, intelligence, and AI to make decisions. The architecture most teams skip — turning raw data into decision-ready context — is the problem I keep solving.
In plain English: I help companies make their AI products smarter by organizing information better.


200+ AI systems, data platforms, web applications and enterprise websites launched in my career.
Product leadership,
end-to-end.
I take AI products from zero to revenue. Strategy through execution, architecture through launch and go-to-market.
Strategy
Customer and market research. Product strategy. Growth strategy. AI architecture decisions that map to business outcomes.
Build
Requirements. Prototyping. Technical architecture. Working directly with engineering and data science to ship products that hold up in production.
Scale
Go-to-market execution. Growth experimentation. Analytics and optimization. Building the feedback loops that make products compound.
Execution at scale.
Every role has been a transformation story. Here's what I built, what changed, and what it taught me about context.
Led the transformation of a consumer survey platform trusted by 350+ enterprise brands into a Decision Engine — synthesizing fragmented marketing intelligence into decisions organizations can act on. Built and shipped in six weeks.
Built an answer engine fusing 10,000+ sources into synthesized market intelligence. Designed the hybrid search architecture and hierarchical relevance model that lifted user retention from 50% to 80%.
Defined product vision for a unified enterprise data platform integrating five acquired products and proprietary datasets covering 200M+ Americans. Built the GTM motion from scratch.
Transformed how IBM’s Cloud and AI business acquired, converted, and retained ~1M users globally. Deployed growth stack across 30+ countries with 100% adoption.
Working with Riché
A product mind grounded in the bottom line.
I lead product end-to-end — and I can sell it, too. My strategies are anchored in generating revenue or saving millions.
A career built on transformation.
Every major role has been a transformation story — taking an organization, a team, or a product and fundamentally changing how it operates. I don’t maintain products. I transform businesses through them.
An original thesis backed by real builds.
A specific, defensible point of view on turning raw data into decision-ready context — grounded in cognitive science and information theory, validated by every product I’ve shipped.
The full stack: strategy to revenue.
Strategy, architecture, build, go-to-market, and growth — in one person. I’ve raised venture capital, sold enterprise deals, deployed growth infrastructure globally, and written production AI applications.
Ready to architect the next context?
I'm open to advisory engagements, board positions, speaking opportunities, and connecting with people building at the intersection of AI and product.
Get in touch →