Conduct foundational machine learning research for biological and drug discovery applications. Design and benchmark novel algorithms in causal representation learning and out-of-distribution generalization, build deep learning architectures, translate biological problems into computational models, publish in leading venues, and collaborate with global multidisciplinary research teams.

Lead global category strategy for IT hardware and software: own supplier relationships, negotiate commercial frameworks, build pipeline and cost models, manage supplier risk and sustainability, develop category guidance, partner with senior stakeholders, and coach procurement colleagues to deliver measurable commercial impact.