Sofiane Bouibeb Email & Phone Number

Paris, Île-De-France, France

Montrouge, Île-De-France, France

• Designed machine learning models to predict drawn amount for the Oil&Gas, Power and Aviation sectors (time series regression) as a member of the liquidity team in the ALM department.• Implemented a tailored process of features selection (market indices) based on Genetic Algorithm.• Successfully presented a Proof of Concept to the executive committee of the ALM department, resulting in the project’s implementation following qualitative and quantitative analysis, leading to an estimated… Show more • Designed machine learning models to predict drawn amount for the Oil&Gas, Power and Aviation sectors (time series regression) as a member of the liquidity team in the ALM department.• Implemented a tailored process of features selection (market indices) based on Genetic Algorithm.• Successfully presented a Proof of Concept to the executive committee of the ALM department, resulting in the project’s implementation following qualitative and quantitative analysis, leading to an estimated improvement of 5%. Show less

Paris, Île-De-France, France

• In Collaboration, perform a state of the art on time series prediction methods (combining machine learning and statistics)• Analyze the efficiency of the Prophet library as compared to Random Forest, ARIMAor LSTM algorithms, with the dataset provided• Synthesize the comparative study in the form of a benchmark and conclude on the useof Prophet

Boussois, Hauts-De-France, France

Involvement in the Factory of the Future project, particularly within the framework of digitization of production line management data and reduction of industrial and distribution costs for glass production through modeling and simulation in Python and Excel solver.

Master’S Degree In Engineering, Mathematics And Computer Science

-Metaheuristics and Heuristics methods in O.R -Stochastic processes -Deep/Machine Learning -Probability and statistics -Market Finance

Erasmus Program, Master In Data Science & Artificial Intelligence

-Optimisation Research, -Big Data Engineering -Machine Learning (NLP) -Big Data framing and analysis. Optimization for Investment.

Bachelor Of Science - Bs, Theoretical And Mathematical Physics, 2:1

- Mathematical Tools for Physics (PDE solving methods) - C++ programming language (Solving systems of linear equations) - Statistical.

Mathematics And Physics

Two-year undergraduate intensive course in mathematics and physics