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Karim B. has worked in a variety of roles across a number of companies since 2014. In 2014, they were a Data Scientist at BNP Paribas Corporate and Investment Banking. In 2015, they were a Data Scientist at AXA en France, where they built a model of Customer Churn-Risk Scores based on multiple sources of data. In 2016, they were a Senior Data Scientist and ML Software Engineer, a Data Scientist and ML Software Engineer II, and a Data Scientist and ML Software Engineer at Criteo. In 2018, they were an EF - Paris 1 - cohort member at Entrepreneur First, a LPNP - cohort member at Lafayette Plug and Play, and a Co-founder & CTO at Flowlity, where they helped manufacturers optimize their inventory. In 2019, they were an Incubee at Agoranov and an Investor at ToroMatcha. Finally, in 2021, they were an Investor at Oplit and a Startup Mentor at U-Founders.

Karim B. has a Diplôme "Grande École" / Equivalent to Master Of Science in Applied Mathematics from CentraleSupélec and participated in an International Student Exchange Program at the National University of Singapore. Karim has also obtained several certifications from Coursera and edX, including Data Structures, Algorithmic Toolbox, Convolutional Neural Networks, Structuring Machine Learning Projects, Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization, Neural Networks and Deep Learning, Scalable Machine Learning (UC BerkeleyX), Introduction to Big Data with Apache Spark (UC BerkeleyX), and Apache Spark (core concepts / MLlib) from SKAPÁNÊ SAS.