I'm a data scientist engineer with 3 years of experience. I worked in several projects of machine learning, deep learning, text mining, and Web mining namely the recommendation systems, I master well everything that is related to machine learning with these different components: supervised, unsupervised, and reinforcement learning, I respect well the KDD (Knowledge Discovery in Databases) in the realization of the project since the preprocessing, transformation data mining and evaluation to have the patterns or the models in order to draw the knowledge.