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Miriam Friedel is an accomplished professional in the field of machine learning engineering and data science, holding prominent positions such as Vice President, Senior Director, and Director at Capital One. Previous roles include Director of Data Science at Skafos, LLC and Director & Senior Scientist at Elder Research, where expertise in research and analysis was demonstrated as a Research Scientist. Additionally, Miriam Friedel began a career as a Research Analyst at the Mouse Imaging Centre/Toronto Centre for Phenogenomics and provided consulting services at Princeton Consultants.