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Madeleine Cule is a seasoned data science professional currently serving as Director of Data Science at Calico Life Sciences since 2017, having previously held the roles of Associate Director and Principal Data Scientist. Concurrently, Madeleine contributes to AIMS South Africa as Associate Faculty, where responsibilities include lecturing in statistics and probability and supervising graduate research. Prior experience includes a Senior Quantitative Analyst position at Verily, focusing on clinical data analysis, and a Postdoctoral Researcher role at the University of Oxford, specializing in statistical modeling of hospital-acquired infections. Educational qualifications include a PhD in Mathematical Statistics from the University of Cambridge, alongside earlier degrees in Mathematics from Cambridge and Harvard University. Research interests encompass statistical modeling, statistical genetics, bacterial genomics, epidemiology, and bioinformatics.