8+ years of experience in large, enterprise-scale environments (public or private sector), supporting complex platforms with high reliability and uptime requirements.

Hands-on experience designing, implementing, and operating AI-enabled platforms, including: Generative AI

Agentic AI (copilots, autonomous agents, digital assistants)

AI/ML workloads in cloud environments

Experience establishing greenfield platformsrather than inheriting mature legacy solutions understanding how to design for sustainability from day one.

Proven experience operationalizing AI from pilot to production, including: Defining AI infrastructure architecture and standards

Implementing governance, privacy, security, and responsible AI controls

Monitoring performance, accuracy, bias, and risk

Incident response, root-cause analysis, ...