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Umut Küçük has a diverse work experience spanning various roles and industries. Umut is currently a Data Scientist at FLYR Labs since September 2022. Prior to that, they worked at Sabre Airline Solutions as a Senior Data Scientist from April 2021 to July 2022, and as a Contributor Data Scientist from June 2019 to April 2021. Umut also has experience as a Business&Integration Arch Analyst at Accenture from September 2018 to June 2019. Umut worked as a Senior Project Member at Nobel Ilac A.S from October 2016 to May 2017, and as a Business Development Intern at Eczacıbaşı Esan from June 2016 to August 2016. Umut started their career as an intern at Ford Otosan in June 2015, and also had a brief stint as an Audit Intern at EY in July 2014.

Umut Küçük completed a Master of Science (MS) degree in Statistical Data Analysis at Ghent University from 2017 to 2018. Prior to that, from 2012 to 2017, Umut pursued a Bachelor's degree in Industrial Engineering at Bilkent University. Before entering university, Umut attended TED Ankara Koleji from 2004 to 2012, but the specific degree and field of study are unknown. Additionally, Umut has obtained several certifications related to machine learning, such as "Machine Learning in the Enterprise," "Machine Learning on Google Cloud Specialization," "Feature Engineering," "TensorFlow on Google Cloud," "Launching into Machine Learning," "Google Cloud Big Data and Machine Learning Fundamentals," and "How Google does Machine Learning." These certifications were obtained from Coursera between March 2022 and July 2022.