Gavin E. is a Principal AI Engineer at the Incubator for Artificial Intelligence, with prior experience as a Staff Machine Learning Engineer at AstraZeneca, where significant contributions included leading graph representation learning initiatives and enhancing target discovery systems. As an Engineering Lead and Associate Director at AstraZeneca, management of a team of over 14 ML researchers and engineers resulted in the publication of five papers and the launch of key open-source projects, alongside receiving two CEO awards. Previously, as a Data Scientist at bet365, Gavin E. established a robust tech stack that scaled analytics capabilities significantly and integrated machine learning models into live analytics. Early in their career, experience as a Cyber Security Specialist with the UK Civil Service and a Web Developer at Ascot Business Solutions Ltd rounded out a diverse skill set. Gavin E. holds a Bachelor's Degree in Computer Science from Keele University, earned between 2015 and 2018.