WP

I’m an AI and Full Stack Engineer based in Sydney, with 16+ years in software engineering and 6 years delivering conversational AI in enterprise production.

About

I’m an AI and Full Stack Engineer based in Sydney, with 16+ years in software engineering and 6 years delivering conversational AI in enterprise production. I’ve built reliable LLM agent systems—using robust evaluation, guardrails, and integrations—to power shopping, loyalty, and customer service experiences across voice and chat.

Hands-on across TypeScript, Python, Node, and React on cloud platforms like GCP, AWS, and Azure, I also bring a strong DevOps mindset to keep systems maintainable and production-grade. I created an open-source library (body-scroll-lock) and I’m particularly focused on pragmatic GenAI/agentic workflows—model routing, RAG, tool orchestration, and automation—that measurably reduce operating cost while improving reliability and UX.

  • 16 years' experience
  • Joined November 2026

Industry experience

  • Software & Internet
  • Retail
  • Financial Services
  • Media & Entertainment
  • Telecommunications
  • Professional Services
  • Other

Work experience

Senior AI Engineer · Woolworths GroupJan 2020 – Present · 6 yrs 11 mos

Pioneered and built agentic and generative AI at Woolworths, including the architecture and delivery of its conversational platform. Delivered production agents such as a Loyalty Rewards Agent on Google CX Agent Studio (CXAS) with Python tool/functions, end-to-end evaluation, operational monitoring, and an MCP Proxy approach to add/remove MCP servers into agent context without redeployments. Shipped a customer-facing Shopping Agent using a custom TypeScript harness (Gemini) with context management, deterministic fallbacks, real-time guardrails, and evaluation; implemented RAG with Qdrant and model routing/fallback strategies, optimising for low latency and reliability. Took early GenAI contact-centre initiatives to production with evaluation frameworks and guardrails, reducing post-interaction admin time from ~5 minutes to ~30 seconds and saving $1M+ annually. Led an Olive Customer Chatbot conversion to an agentic assistant with CXAS, achieving close to 90% contact-centre deflection a

Senior Full Stack Engineer · Qantas, Bauer, Woolworths, SBS, Massived Interactive, Westpac (Startups)Jan 2010 – Jan 2020 · 10 yrs 1 mo

Spent a decade as a senior engineer embedding with engineering and product teams across retail, media, financial services, airlines, insurance, and technology startups. Delivered end-to-end React and Node.js applications with unified API/GraphQL layers and enterprise backend integrations. Built and maintained scalable serverless systems on AWS and GCP with automated deployments, often joining mid-flight projects to recover stalled delivery and ship stable production systems.

Senior Full Stack Engineer · Qantas, Bauer, Woolworths, SBS, Massive Interactive, Westpac (and startups)Jan 2010 – Jan 2020 · 10 yrs 1 mo

Worked across retail, media, financial services, airlines, insurance, and technology startups, joining projects mid-flight and delivering quickly. Delivered end-to-end React and Node.js applications with unified API and GraphQL layers, plus backend integrations across enterprise systems. Built and maintained scalable serverless systems on AWS and GCP with automated deployments, recovering stalled delivery timelines and shipping stable production software.

Education

Master of Commerce · University of New South Wales2006 – 2008
Bachelor of Computer Engineering (Honours) · University of New South Wales2002 – 2006
Master of Commerce · University of New South Wales2006 – 2008
Bachelor of Computer Engineering (Honours) · University of New South Wales2002 – 2006

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