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Work Experience
Data scientist intern
Bridgestone• January 2021 - August 2021
Influence analysis of parameters on changeovers durations of tire assembly machines (VMI Maxx) to assist SMED using Machine Learning algorithms. - Extraction, manipulation, and analysis of operating data from tire assembly machines. - TRS analysis of the assembly workshop VMI Maxx. - Prediction of changeovers durations (Random Forest and LightGBM) and determination of the influence of the parameters by model explanation (SHAP analysis). - Techniques and programming languages used: Microsoft Azure, Python, SQL Server, and Tableau Software.
Education
École Polytechnique de Montréal, Université de Montréal
Data Science, ME• May 2019 - November 2021
ENSAM CASABLANCA
industrial engineering, BE• May 2014 - July 2017