Expertise

What I do

Seven areas I work across, usually several at once. Each page covers what I do, how I approach it and where I have done it.

Areas of expertise

Security & compliance

The fundamentals that stop real attacks, with compliance as the evidence rather than the goal.

AI & LLM infrastructure

GPU nodes, model serving, RAG and MCP integrations, run with real guardrails and observability.

Stack

The tools I build with

Hands-on, in production. The same list as my resume.

Toolchain

  • Linux
  • RHEL
  • Debian / Ubuntu
  • KVM
  • VMware
  • IPMI / iDRAC
  • Ansible
  • Terraform
  • Jenkins
  • GitHub CI
  • GitLab CI
  • Kubernetes
  • Docker
  • Helm
  • Kustomize
  • Calico
  • Prometheus
  • Grafana
  • OpenTelemetry
  • Icinga2
  • OpenSearch
  • InfluxDB
  • HashiVault
  • NetBox
  • MongoDB
  • Redis
  • AWS
  • Azure
  • BGP
  • SD-WAN
  • Cisco

Compliance

  • Essential Eight
  • ISO 27001
  • SOC 2
  • CIS Benchmarks
  • PCI DSS
  • NIST CSF
  • ISM / IRAP
  • Privacy Act / NDB

AI / LLM stack

  • Claude Code
  • Cursor
  • Copilot
  • MCP
  • RAG
  • Vector DBs
  • LangChain
  • vLLM
  • Ollama
  • LLM Inference
  • Model Serving
  • GPU Scheduling
  • GPU Orchestration
  • Tenant Isolation
  • Self-Service APIs
  • ArgoCD

Languages

  • Go
  • Python
  • Rust
  • TypeScript
  • Bash
  • Node.js
  • React
  • Angular
  • Java
  • C#
  • PHP
  • Ruby

Have a hard infrastructure problem?

Open to select consulting, contract and advisory work. Tell me what you are building and where it hurts.