20+ years loving all things web. Started with C++ back in the MFC days, moved to Java / C#. Then spent 10 years or so deep in web tech. PHP, Vanilla JS, DOM, etc. Last few years have been Node/React, Typescript, Python and Go. Favourite clouds are AWS & GCP. Spent several years now solving problems at scale, managing real time dataflows with billions of network requests per day. Recently working a lot with practical applications of AI at scale, including cost modelling, parallelization, multi step agentic decision making, data enrichment, semantic search and conversational interfaces. Enthusiastic about using LLMs and ML to deliver innovation to market through product features, and efficiencies to businesses via operational unlocks. Strong believer that education, collaboration, high engagement and accountability are force multipliers in building world class teams that can compete and drive transformative results and products.