I build platforms for governing and evaluating AI, responsibly and at scale.

I've spent the last 12+ years designing and operating large-scale cloud, identity, and platform systems, mostly in highly regulated environments where security isn't optional and the stakes are real.

Right now, I lead AI Governance & Evaluations Platform Engineering at RBC Borealis, within RBC's AI Group. My work sits between enterprise AI governance and hands-on platform engineering: building the evaluation systems, scorer libraries, datasets, release gates, runtime monitoring, and control automation needed to govern, evaluate, and deploy AI responsibly at bank scale.

That means working across governance, audit, risk, second line, regulators, and business teams — but also getting deep into the engineering machinery behind model and agent evaluations. I think governance should not be a manual checkpoint at the end. It should be designed into the platform from the start.

Before stepping into this role, I built and led the bank's agentic AI platform at RBC Borealis, where I designed the orchestration layer, agent runtime infrastructure, identity integration, and the observability systems that make AI workloads debuggable in production. That engineering foundation is what shapes how I think about governance today.

Before this, I was a Senior Product Manager (Technical) at Amazon Web Services, where I owned product strategy for AWS sign-in security, MFA, passkeys, and credential risk. I led the design and launch of passkeys and multiple MFA devices for AWS IAM, and played a key role in root MFA enforcement, the kind of work that touches millions of customers and has zero room for error. I also served as Amazon's representative on the FIDO Alliance board and contributed to the W3C WebAuthn Working Group, where I helped shape global standards for passwordless authentication.

Before AWS, I was Director of Product Management for Cloud & Transformation at RBC, where I owned strategy and roadmap for the bank's enterprise cloud platform and led cloud, infrastructure, and AIOps product teams. Prior to that, I held product and architecture roles at TD Bank and Rogers Communications, and started my career writing code at BlackBerry, Siemens, and McMaster University.

I also teach Product Management and AI at BrainStation, where I mentor future product leaders and help them connect technical depth with real-world product thinking.

What drives me is a pretty simple idea: intelligent and secure systems should be accessible to everyone. I care about making things that are usable, trustworthy, and built to last.