Professional Overview
AI Quality Engineer and QA Automation Lead with 14+ years in testing. Sole QA on RE/MAX's SkyView AI launch (150,000+ users): released 187 tickets in 3 months, tested non-deterministic AI agent workflows, cut CI time 75% by moving 250+ tests to Playwright. Built AI agents that write and review tests. Playwright, TypeScript, Claude Code, GitLab CI.
Areas of Expertise
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
MLOps & AI Infrastructure
Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
