Abraich Ayoub - WIZBII Abraich Ayoub a publié son profil professionnel sur WIZBII. A A

Abraich Ayoub

Looking for a internship in Data Science

27 ans • Évry

Résumé

I have always been fascinated by my mathematical studies and having a flair for the subject, there was never any doubt that I would choose mathematics as a degree. I am thirsty to knowledge, ambitious and curious . Data science interests me particularly, that's why my professional project is to become Data Scientist and to do R&D in the field of Machine learning & statistics .

Compétences

Data ScienceStatistiquesmathématiques appliquéesMachine Learning

Expériences

Research assistant

- Études / Statistiques / DataDeep Learning On Mimic-III : Prediction of Mortality Within 24 Hrs This project describes the data mining on the MIMIC-III basis. The goal is to predict death in hospital based on MIMIC III. In this project, we will follow the Knowledge Discovery in Databases (KDD) process which is : 1. Selecting and extracting a set of multivariate time series data from a millon rows database by writing SQL queries. 2. Pretreat and clean the time series into a tidy dataset by exploring the data, managing missing data (missing data rate> 50%), and suppressing noise / outliers. 3. Development of a predictive model to associate a biomedical chronological series with a severity indicator (probability of mortality) by implementing several algorithms such as the gradient boost decision tree and the k-NN (k- nearest neighbors) with the DTW (Dynamic Time Warping) algorithm. 4. Result of 30% increase of the F1 score (measurement of the accuracy of a test) compared to the medical scoring index (SAPS II). Supervisor : Pr. Agathe Guilloux | agathe.guilloux@math.cnrs.fr

Formations

Master : Mathématiques & Interactions- Université Paris-Saclay

2018 - 2019 Orsay, EssonneÉtudes / Statistiques / Data- Programming in C - Functional analysis - Data analysis - Advanced probabilities - Statistical modeling - EDP and Hilbertian methods - Advanced regression - Financial markets - Stochastic processes - Time series - C ++ and VBA - Optimization and applications - English - Numerical analyzes of PDEs and finite elements - Statistical learning and regularized methods - Financial mathematics

Licence : Mathématiques appliquées- University D' Évry Val D'essonne

2017 - 2018 Évry, France, ÉvryÉtudes / Statistiques / Data- Topology - Integral calculation : measurement theory - Probabilities - Algebra and arithmetic 2 - C Programming - Project - Statistics 2 - Function spaces - Differential calculation - Differential equations - Algebra and Geometry - Numerical Analysis - Project: PageRank with Scilab - English - LaTeX - Professional Project

IMA : Informatique & Mathématiques appliquées- Inp-Enseeiht

2016 - 2017 Toulouse, France, ToulouseConception / Génie civil / Génie industriel, Études / Statistiques / Data, Développement informatique-> Réorientation Courses : - Computer architecture - Imperative programming: ADA - Functional programming: Ocaml - Hilbertian integration and analysis - Mathematical tools for informatics - SHSJ: English - Japanese - IT Law - Business Organization - Centralized operating system - Object technology - Probability and statistics - Telecommunications and Networks - Optimization and Numerical Linear Algebra

Mes qualités

Innovant·e
Autonome
Curieux·se
Esprit d'analyse

Langues parlées

  • Français

    Professionnel

  • Anglais

    Intermédiaire

  • Japonais

    Notions

  • Arabe

    Langue maternelle

Mes souhaits

Après mes études

Pursue a PhD in statistics and do R&D as a Data scientist

Ma présence sur internet

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