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Carl Chalhoub has a diverse work experience in various roles and companies. Carl started their career in 2018 as an Insurance Underwriter at AXA, where they reviewed applications, evaluated insurance risks, and prepared underwriting reports. In 2019, they became an Artificial Intelligence Intern at AXA, where they developed an automated Chatbot and conducted research on life insurance fraud. Carl also gained professional experience in pricing and discount/surcharge processes. In 2021, Carl worked as an Education Assistant at Ottawa Community School until 2022. Currently, they are employed as a Data Scientist at Synapse Analytics.

Carl Chalhoub has a Bachelor's degree in Mathematics and Computer Science from Pierre and Marie Curie University. Carl completed this degree in 2021. Additionally, in 2022, they completed a Professional Certificate Program in Data Science from edX. Carl Chalhoub has obtained several certifications, including a Certified Data Scientist certification from HarvardX in April 2022, a Python certification from Kaggle in April 2022, and an SQL Fundamentals certification from DataCamp in September 2021. Carl also holds certifications in Tableau Fundamentals, Inference and Modeling, Data Scientist with R, Data Visualization, Probability, R Basics, Introduction to Power BI, R Programming, Successful Negotiation, Learning how to Learn, The Data Scientist's Toolbox, and Artificial Intelligence for Everyone. Carl Chalhoub obtained these certifications between September 2019 and April 2022.