Plan and optimize GPU capacity for DigitalOcean’s Serverless Instance offering. Analyze demand and utilization, allocate GPU servers across models, forecast infrastructure needs, and automate assignment decisions. Track rack and power capacity, coordinate physical deployments with data center, network, product, and delivery teams, optimize hardware placement, build dashboards, and escalate capacity risks before they affect availability or revenue.