Marc Boubnovski Martell

Marc Boubnovski Martell is a Senior AI/ML Scientist at Novo Nordisk and Honorary Research Fellow at Imperial College London, where his research sits at the intersection of structured machine learning and life sciences discovery. His work focuses on designing learning systems grounded in physical and logical structure, ensuring that learned representations remain reliable under noise, anisotropy and domain shift, rather than incidental to the training data. At Novo Nordisk, he develops large language models, biomedical knowledge graphs and intelligent agents to accelerate drug discovery and translate biodata into scientific insight. His contributions include establishing foundational models for structuring unstructured biomedical text via an in-house engine, architecting an industry-leading knowledge graph integrating literature with public biomedical resources, and pioneering agentic AI frameworks capable of complex multi-step biological reasoning. As author and co-author of a series o