Since 2019 I've built cloud and Kubernetes platforms across Azure, AWS, and Google Cloud. Now I focus on what AI systems need underneath: LLMOps, agent infrastructure, and AI security.
§ 01 · Platform stack
Every AI system runs on cloud, orchestration, and delivery. I have spent years in each of those layers, and that work shapes how I build platforms for AI.
Now
Tools: Claude Code · MCP · AI agents · FastAPI · Python · Go · MLflow
Built k8s-agent: a Claude Code agent that operates Kubernetes inside guardrails enforced by RBAC, not by the prompt.
Read the case studySince 2020
Tools: Azure DevOps · GitHub Actions · GitLab CI · Argo CD · SonarQube
DevSecOps in the pipeline for 23+ microservices, with GitOps releases to every environment.
Since 2020
Tools: Kubernetes · AKS · EKS · GKE · Helm · Istio
25+ Kubernetes clusters migrated to Azure across 11 environments.
Since 2019
Tools: Azure · AWS · Google Cloud · Terraform · Ansible
Azure infrastructure costs cut by up to 45% through scaling and reserved capacity.
§ 02 · Track record
§ 03 · Selected projects
Flagship · Open source · Design and build
A Kubernetes dashboard with a Claude Code agent that answers questions about the cluster and deletes failing pods, inside guardrails that Kubernetes RBAC enforces rather than the prompt.
Architect & DevOps Engineer
Automated Bitbucket CI/CD to lint, test, containerize, and deploy Rails microservices to ECS Fargate and the ELK stack to EKS across non-production, staging, and production.
AWS · ECS Fargate · EKS · Terraform · Bitbucket
Architect & DevOps Engineer
Automated migration to Azure using Azure DevOps pipelines, Terraform, and Ansible.
Azure · Terraform · Ansible · Azure DevOps · Argo CD
§ 04 · Writing
Docker made software deployment predictable. NVIDIA’s DSX POD tries to do the same for the AI data center itself. Where the comparison holds, why it matters, and where it breaks.
A living guide to the core ideas of AI engineering: how models think, how we talk to them, how agents act, and how we keep it all safe.
In one week, five of America’s biggest banks stopped AI agents from moving customer money. What happened, why it matters, and how to use AI agents safely.
§ 05 · Contact
