I am Head of Data Science and Artificial Intelligence for LMS, a leading provider of conveyancing services and panel management for the mortgage and legal sectors. I have over 25 years' experience with state-of-the-art artificial intelligence, including: • Large Language Models (e.g. GPT, Mistral, Claude), including their uses, limitations and risks • Natural Language Processing and Natural Language Understanding, e.g. topic modelling, text extraction, BERT-based models • Knowledge graphs and ontologies • Machine learning and deep learn...

Ryan Shields is an experienced digital forensics expert within S-RM’s Digital Forensics team, with extensive experience leading digital forensic investigations in high-profile and complex disputes. Ryan’s work spans across a diverse range of industries and jurisdictions, where he specialises in presenting digital evidence from a range of data sources including, but not limited to, computers, mobile devices, emails and cloud-based evidence. He has acted as an expert in various criminal and civil matters, providing both written and oral testimony in court. Throughout his career, Ryan has...