About Me
Over 40 years of experience architecting complex systems, with a concentrated focus in recent years on how humans interact with machine intelligence — ensuring AI systems are intuitive, responsible, and adopted with confidence by end users.
Human-AI Strategy & Roadmaps
Aligning AI capabilities with human workflows, organizational culture, and readiness for responsible adoption.
Human-Centered AI Design Reviews
Evaluating AI systems for usability, trust, and ethical interaction — ensuring technology serves people, not the other way around.
AI Adoption & Team Enablement
Enabling teams to work with AI confidently and responsibly through hands-on training and change management.
Scalable AI Architecture
Designing and deploying AI-ready cloud infrastructure with modern DevOps practices that support human-centered systems.
Connecting AI to Human Outcomes
Bridging AI delivery with real human outcomes — ensuring every AI solution contributes to measurable value for people and organizations.
AI Governance & Compliance
Implementing responsible AI testing frameworks and ensuring regulatory compliance across enterprise AI systems and data governance.
Skills
Technologies
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