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Swiad Snieder is a Research Science Analyst at McKinsey & Company, specializing in the development and optimization of a database related to the global mining industry's cost curves, supply, demand, and emissions since February 2022. Prior to this role, Swiad completed a PhD in Sedimentology at the University of Aberdeen, where research focused on sediment distribution in river systems using iterative forward modeling and Python programming for data analysis. Previous internships included positions at Stratamod, OMV, Statoil, IFP Energies nouvelles, and the University of Montana, where experiences encompassed predictive modeling, machine learning optimization, and geological mapping. Swiad's education includes multiple advanced degrees in geosciences, underscoring a strong foundation in the field.