I help organizations design and build AI and cloud systems that hold up under real-world scale and governance.
Who I am
I am a Solutions Architect and AI Advisor with 23+ years of progressive technology experience, including hands-on delivery of agentic AI solutions and cloud architecture across public and private sector regulated enterprise environments. Experience in evaluating technology and application code base and providing scalable recommendations while adhering to client governance models. Experienced in GenAI strategy, AI governance and responsible AI adoption. Experience with providing implementation roadmap, timelines, level of effort, and architectural recommendations. Experienced with leading AI platforms and ecosystems including Microsoft Azure AI and OpenAI — with leadership and advisory experience across enterprise AI adoption and responsible AI deployment. Recognized for delivering cost-efficient, governed AI solutions balancing high performance with optimized cloud resource utilization in secure environments.
What I focus on
Solution architecture
Designing systems that scale across complex, multi-stakeholder environments.
Agentic AI and Microsoft Azure AI
Building AI agents and automating operations on the Azure AI platform to reduce cost and improve outcomes.
Cloud integration
Connecting AI and cloud platforms with existing enterprise systems.
AI governance and responsible adoption
Helping organizations adopt AI without creating new risk.
Cloud performance and reliability
Load testing and scaling systems for real production demand.
Technology assessment
Evaluating scope, risk, and dependencies before committing to a transformation path.
Career breadth
Over more than two decades, I've worked as an architect and technical lead across some of Canada's most demanding regulated environments. That range has given me a rare vantage point: I've seen how the same AI and cloud transformation challenges show up differently depending on whether you're answering to a regulator, a board, or both.
Most recently, I've led AI architecture on one of the Government of Canada's top national AI initiatives — advising on platform readiness, responsible AI deployment, and the governance model needed to operate safely at scale. Earlier in my career, I led cloud and ERP integration architecture for provincial governments and Crown corporations, and built enterprise systems for banking, telecom, and insurance clients where data governance and reliability were non-negotiable.
For the specifics — roles, project details, timelines — my LinkedIn profile has the full history.
Certifications & clearance
"Transformation.is exists to help organizations adopt AI with the same discipline they'd apply to any critical system."