Independent Kubernetes, observability, and platform consulting.
I'm Jeff Doto. I help teams fix reliability, observability, automation, and cost problems. 15+ years in software, 7+ running platforms at scale: GPU inference, Kubernetes-based platform modernizations, cross-cloud migrations.
Observability
Make your systems legible. OpenTelemetry strategy and rollout, metrics, logs, and tracing that engineers actually use, agentic triage and synthetic monitoring, and alert quality.
Kubernetes
Cluster architecture, cloud-to-cloud and legacy-to-Kubernetes migrations, GitOps delivery, and GPU workload orchestration.
Cost optimization
Cut spend without cutting capability: AWS bills, Kubernetes right-sizing and Karpenter-driven autoscaling, GPU utilization, and observability spend.
Platform engineering
Paved paths for engineering teams: CI automation, custom tooling, feature flagging, and performance testing frameworks.
Infrastructure at Stability AI. After hours: a Proxmox homelab that hosts most of my experiments. Lately: LLM and agent tooling for infrastructure work, RAG pipelines, and audio DSP side projects.
Also open to conversations about full-time roles with the right team.