Work

Real engagements.Reusable patterns.

Two kinds of evidence on this page. Client engagements are anonymised under NDA — references available at screen stage. Reference patterns are the architectures I bring to new engagements in those problem classes — illustrative, not specific client claims.

FeaturedOpen R&DApril 2026 – ongoing

AgentQE Continuum — Event-Driven, Self-Healing QA Validation System

Event-driven LangGraph pipeline with confidence-scored decisions, multi-CI ingestion, pgvector RAG, and a self-healing fix sub-graph — full event-to-fix lifecycle.

LangGraphClaude APITypeScriptPostgreSQLpgvectorpg-bossPlaywrightNext.js

EnergySep 2025 – current

AI-Augmented Playwright Test Pipeline for a Large Australian Energy Company

End-to-end AI-augmented QE pipeline — 6 production-deployed stages, each independently observable, replaceable, and audit-traceable.

PlaywrightTypeScriptAI-driven test genPromptfooLLM-as-Judge

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SaaSWeeks 1–6 pre-launch + post-launch cadence

Performance Test Strategy for a SaaS Product Launch — JMeter + k6 Dual-Tool Architecture

Workload modelling from APM · dual-tool test plan (JMeter + k6) · threshold-gated CI baselines · capacity envelope + recovery validation

JMeterk6TypeScriptGrafanaInfluxDB

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Client engagements

More case studies

Anonymised under client NDA. References available on request at screen stage.

Enterprise / GovernmentJan 2017 – Feb 2023 · 6 years

Enterprise QA Leadership — 6-Year Multi-Programme Tenure at a Major AU SI

Over 6 years as Technical Test Manager at a major Australian systems integrator, I led testing strategy and delivery across a portfolio of concurrent government and enterprise programmes — telecommunications, public…

JMeterLoadRunnerJenkinsAzure DevOpsUiPath

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Enterprise / CRMSep 2025 – current

D365 AI-Copilot Test Framework for an Enterprise CRM Modernisation Client

I was engaged as QE Architect and Consultant on a Microsoft Dynamics 365 Sales Hub programme for an enterprise CRM modernisation client. The engagement began as a proof-of-concept to determine whether a modern…

PlaywrightTypeScriptD365Dataverse APIOAuth

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Enterprise / SI2017 · 12 months

Selenium → Playwright Migration for an Enterprise QE Programme

An enterprise QE programme inherited a 5-year-old Selenium-Java suite carrying explicit-wait sprawl, brittle XPath chains, and a self-hosted grid bill. I designed and ran the migration to Playwright + TypeScript as a framework redesign — not a literal port — with parallel-suite ramping and ROI defence at every gate.

PlaywrightTypeScriptSeleniumAzure DevOpsGitHub Actions

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Reference patterns