Youssef L.

Experience

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  OCP SA

  Jul 2018 - Aug 2018

  Industrial Engineering Intern

  Discovering the operation of a factory : its structure, relationship between workers, work time and how this impact the company’s performance.• chemical study of the wasted phosphore.• Determination of the optimum quantity and flow to adjust by the supervisionstation.

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  MINES ParisTech

  Jun 2020 - Sept 2020

  Research Assistant

  The main idea of ​​this internship is to become familiar with the elements of speculationmarket also called "trading" and understand the quantitative issues. Moreprecisely, it is about studying some classical algorithms of trading, implementing them andthen to analyze the behavior on available datasets (real data orartificial). The algorithms considered will be those based on the use of time series(trend, seasonality, …). We will also study the creation of predictive models byalgorithms based on Machine learning methods (linear regression for example) and“Deep learning” approaches.We could thus, through the bias of simulations, highlight the key elements of theproblematic of trading and provide some ideas for improving the efficiency ofexisting approaches. Show less

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  Hexcel Corporation

  Oct 2020 - Mar 2021

  Data Scientist(Part time)

  -Clustering similar groups and predicting permeability based on different material properties (delta1 ,delta2, MIFS,Nb Fib ,TVF....)using Gaussian processes, Bagging methods and boosting methods .-Assesing features importance in that prediction(PDP box)-Evaluating and tuning the models (Rmse ,Rsquared,Gridsearch ,Random search ,Stratified Kfolds..)-making a taxonomy of generative models used in materials literature (Random placement ,Motion Dynamics ,Monte Carlo etc. )and in Machine learning literature (PixelRNN/CNN, VAEs ,GANs,Boltzmann machines...)-Generating carbone microstructure using DCGAN (Deep convolutional GAN) and VAEs (variational auto encoders). Show less

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  Goldman Sachs

  Mar 2021 - Mar 2021

  Engineering (Virtual experience)

  Virtual internship to get a sense of what is to be an engineer at Goldman Sachs.

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  JPMorgan Chase & Co.

  Mar 2021 - Mar 2021

  Software Engineer (Virtual Experience)

  Virtual Experience to get a sense of what is day to day life of a software engineer at JP Morgan.

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  TotalEnergies

  Apr 2021 - Oct 2021

  Data Scientist

  - Effectuer un benchmark des algorithmes d'active Learning sur des données existantes - Implémenter les algorithmes retenus dans une librairie python et les intégrer dans un workflow permettant d'alimenter la plateforme robotisée (Optimisation bayésienne) - Développer une stratégie permettant d'intégrer des connaissances métier et données physico-chimiques - Mettre à disposition les outils développés via une interface simple (Dash+ plotly).

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  Natixis

  Apr 2022 - Oct 2022

  XVA Quant
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  HSBC

  Jan 2023 - now

  Equity Derivatives Quant