Edward Grundy

Edward Grundy is a Principal Machine Learning Engineer and founder of Bay Information Systems, based in Cardiff, UK. He has over a decade of experience building and deploying AI systems for organisations ranging from early-stage startups to the Bank of England and the Office for National Statistics. His current work includes marigold.run, a private open-weight AI inference platform built for full UK data residency, and clientlog, an AI-native observability tool for tracking how content is actually read and discovered. Earlier roles chat applications, MLOps work across adtech, insurance, and wellness platforms. His background spans generative AI, MLOps, cloud infrastructure, and research in biomedical imaging and neurosurgery planning. He writes and speaks on private AI inference, data s...