Designs and operates the University of Toronto's AI platforms at institutional scale, spanning on-premises GPU clusters and AWS, Azure, and Google Cloud. Day-to-day work covers Kubernetes and GPU scheduling, MLOps tooling, multi-cloud architecture, security and data-sovereignty governance, observability, and FinOps cost optimization for research and administrative workloads.
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