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Madiha Sahar is a seasoned data scientist currently serving as Senior Data Scientist (Manager - II) at Rogers Communications, where contributions include pioneering fault segmentation through advanced clustering methods and neural network architectures. Prior experience includes a role as a Data Analyst at Ethoca, part of Mastercard, focusing on the validation and tuning of predictive models. Madiha also established a comprehensive suite of business analytics services as a Data Scientist and BI Analyst at SoftCircles. Early in their career, Madiha worked as a Research Assistant at Purdue University, developing an agent-based model for simulating airborne disease spread. Madiha holds a Master of Science in Electrical & Computer Engineering from Purdue University and an Advanced Diploma in Data Science & Analytics from Metro College of Technology.