I am an AI & Automation Specialist with 14+ years of experience delivering large-scale enterprise technology solutions, with a strong focus on operationalising AI in production environments. I design and deploy agent-based AI systems, RAG pipelines, and automation frameworks to improve incident response, reduce manual effort, and enhance decision-making in complex network operations. I lead end-to-end delivery from concept and architecture through deployment and ongoing optimization, working across global teams and stakeholders. I combine deep expertise in network and security platforms with hands-on experience building scalable AI systems aligned to real-world operational needs.\n\nMy approach emphasizes reliability, explainability, and human-in-the-loop governance, with practical patterns for automating safe actions in production. I enjoy partnering with operations, engineering, and platform teams to turn complex requirements into usable, maintainable AI-enabled workflows.…I am an AI & Automation Specialist with 14+ years of experience delivering large-scale enterprise technology solutions, with a strong focus on operationalising AI in production environments. I design and deploy agent-based AI systems, RAG pipelines, and automation frameworks to improve incident response, reduce manual effort, and enhance decision-making in complex network operations. I lead end-to-end delivery from concept and architecture through deployment and ongoing optimization, working across global teams and stakeholders. I combine deep expertise in network and security platforms with hands-on experience building scalable AI systems aligned to real-world operational needs.\n\nMy approach emphasizes reliability, explainability, and human-in-the-loop governance, with practical patterns for automating safe actions in production. I enjoy partnering with operations, engineering, and platform teams to turn complex requirements into usable, maintainable AI-enabled workflows.WWWW…