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Roy K. is an accomplished data science professional with extensive experience in leadership roles across various organizations. Currently, Roy serves as the Chief Data Scientist at FinQuery, where responsibilities include leading AI, machine learning, and data science initiatives. As the Founder and Machine Learning/Data Science Lead at Zefs Data Science, Roy provides consulting services to tech startups, focusing on strategy related to data-powered products and team building. Additionally, Roy is the author of educational guides on machine learning topics, including the first series on Deep Learning and a hiring guide for data science professionals. Previously, Roy held several significant roles at Arundo Analytics, including Head of Data Science for the Americas and Interim Global Head of Data Science, where expertise contributed to building high-performing teams and developing ML-based solutions for industrial clients. Early career highlights include leading the data science team at Zoomer, which significantly scaled food delivery operations, and serving as a data scientist in residence at Zipfian Academy, providing mentorship to aspiring data scientists.