// Deloitte Consulting · Ottawa, ON · 10+ Years
AI Systems Quality Lead · Quality Engineering Leader · Test Architect
10+ years architecting enterprise testing solutions across financial services, healthcare, government, and security. From GenAI validation at a Fortune 100 healthcare org to owning $450K automation programs — I deliver quality at scale.
// 01. about
I'm a Senior Quality Engineering Leader and Test Architect at Deloitte Consulting, currently serving as QA Lead for a strategic programme at a top-5 Canadian bank — leading a distributed team across Poland and India. Prior to this, I led a 14-member cross-functional team delivering production-grade agentic AI quality assurance for a Fortune 100 healthcare organization's CCaaS platform deployed to 500+ agents.
My background spans financial services, healthcare, government, and cybersecurity. I've owned $450K automation programs, authored enterprise non-functional test plans for systems processing 50K+ daily transactions, and pioneered event-driven testing methodologies that reduced production incidents by 65%. On the AI side, I design evaluation frameworks for LLMs, RAG pipelines, and agentic systems — defining metrics for relevance, accuracy, and helpfulness and establishing human annotation programs to close the feedback loop.
With certifications across AI/ML (GCP, AWS), cloud architecture (Azure, GCP), and quality leadership (ISTQB, TMMi) — and an active Secret Level II clearance — I bring both the strategic depth and hands-on execution that senior quality roles demand.
// 02. skills
// 03. projects
A modular Python toolkit for evaluating large language models in production settings. Covers faithfulness, answer relevance, context precision, and hallucination detection with support for RAGAS and DeepEval backends. Designed for CI/CD integration and enterprise RAG pipeline validation.
// 04. contact
I'm always open to discussing AI/ML quality engineering challenges, consulting opportunities, or interesting open-source collaborations. Whether you have a specific project in mind or just want to connect — reach out.