/ About
Senior AI engineer building systems that stay up
Senior AI Engineer with 7+ years designing and scaling distributed systems across energy, mining and SaaS environments. Based in Perth and working inside a large Australian enterprise, I build the platform layer beneath AI applications: the Dev Harness for enterprise AI delivery, a 500GB+ enterprise RAG and agent platform, and secure model serving across an estate of 100+ AWS accounts.
I specialise in agentic architectures, retrieval quality, LLMOps, MCP and tool integration, and secure cloud-native platforms — with an engineering focus on evaluation, governance, observability and long-term maintainability rather than demos.
- 01 PLAN
- 02 TOOL
- 03 OBSERVE
- 04 EVAL
- 05 SHIP
- 7+ years
- Energy / mining / SaaS
- Built the Dev Harness
- 500GB+ enterprise RAG pipeline
- Secure model serving across 100+ AWS accounts
/ Focus
Agentic AI engineering
ReAct agent architectures and grounded assistants, with tool access, guardrails and evaluation designed in.
Enterprise AI platforms
Paved paths and internal platforms so AI applications start from a supportable, governed baseline.
LLM evaluation
Evaluation sets and retrieval tuning that make assistant accuracy and grounding measurable over time.
MCP & tool integrations
Governed agent access to internal systems through MCP servers and shared integration patterns.
AI governance
The operating model — identity, approvals, usage and cost controls — that lets AI scale past pilots.
/ Next step
Let's talk about the work.
Open to full-time Senior–Staff AI / agent platform roles (remote-friendly), as well as contract and consulting engagements. Response within two business days.