William (Duncan) Rule is a Data Scientist at TRM Labs, with prior experience as a Senior Consultant in Data Analytics at Control Risks, where responsibilities included implementing supervised learning techniques for expense fraud detection, conducting geocoding analysis, and utilizing NLTK and Gensim for risk scoring metrics. Earlier roles include Analytics Intern at MapAnything, Inc., where financial data processes were enhanced, and Research Analyst at VDC Research, focused on developing syndicated research reports. William holds a Master of Science in Data Science from the University of Virginia and a Bachelor of Science in Business Administration from Babson College, complemented by an international academic experience at the University of St. Gallen.
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