I'm an AI and data generalist with deep expertise in AI solution architecture, and the founder of Noddle. I work in the banking and financial domain, designing and delivering end-to-end AI solutions — from data platforms and retrieval pipelines to LLM-powered agents — in environments where reliability, security, and governance are non-negotiable.

I work with Anthropic's Claude hands-on: designing agentic architectures, engineering prompts and structured outputs, integrating tools through MCP, and building evaluation and guardrail frameworks for production systems. That is exactly the skill set the Claude Certified Architect exams measure, and it is the foundation of my practice-test courses.

My goal is simple: help you walk into the exam with confidence. Every question I publish is mapped to the official exam blueprint and comes with a detailed explanation of why each answer is right or wrong — because understanding the reasoning is what gets you past the real exam, not memorizing answers.