Research, strategize, and innovate AI-powered, highly technical, and niche products across diverse contexts: high-tech SaaS platforms to public sector solutions, managing projects from startups to $3M public contracts, including:

*Meta AI (Principal, Research & Discovery),

* 17 High-Tech Stealth Startups (VPN, Data Security & Drift, Developer Tools)

*Booz Allen (Government Tools Re-Platform, 31.5m accounts, 131.1m sessions/year)

*Intel (R&D, She Will Connect platform for Digital Africa)

*AI + EdTech (Peer-to-peer platforms, youth & ethical AI, regulation & compliance)

Developed SAiAF framework for organizational AI governance based on comprehensive product discovery, now adopted by 14+ organizations for AI implementation strategy

Co-founded AI Governance Group, delivering workshops and thought leadership on responsible AI product development.

Built and directed an AI-augmented insights function from scratch, combining UX, CX, and market insights into clear strategic signals; used end-to-end workflow and tooling analysis to orchestrate process & vendors

Integrated AI tools for rapid product discovery, progressive prototyping (Figma AI), and iteration to accelerate Time To Release (TTR); trained team and stakeholders to harness these tools and tasks for data-driven product development

Leveraged AI analytics (Pendo AI), jobs-to-be-done surveys, and context-engineered qualitative data (Gong AI, Support Calls, CRM notation) for product, UX and information architecture transformation

Led cross-functional initiative to adopt & apply Jobs to Be Done framework, generate user journey maps to serve them, and instrument analytics tools to benchmark product improvements.

Leverage customer discovery to productize a SAiAF (Strategic AI Adoption Framework).

GTM strategy. Thought leadership, panels, keynotes.