Mohamed Ali - Data Scientist Data science
Ref : 200225S001-
93300 AUBERVILLIERS
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Data Scientist (26 ans)
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Freelance
Work experience
IT Consultant PETROGAZ Mauritania Nouakchott, Mauritania / From September
2017 to August 2018
Web development internship Caisse Nationale d'Assurance Maladie (CNAM)
Nouakchott, Mauritania / 2017
DATA SCIENCE skills
Software, Library and framework
R-studio, Jupyter, TensorFlow, Keras, Scikit Learn, pandas, numpy
Neural Networks
ANN, CNN, RNN, GANs, AE
Data Mining
Data Pre-processing , Data Visualization, Data Interpretation
Programming languages
Python, R, Java
Cloud platforms and Version control
Google Cloud, Microsoft Azure, AWS, Git
Process Mining, BIG DATA
SQL, Bupar, ProM Tools, SPARK
Languages
Arabic : Mother tongue
French : Bilingual
English : Advanced level
Diplomas
* Master in Machine learning for data
science University of Paris-Descartes
Paris, France / Since August 2018
* Master 1 Information
Systems University of Nouakchott AlAasriya, Mauritania (2018)
* Bachelor in Internet and intranet
administration and development (DA2I)
University of Nouakchott Al-Asriya,
Mauritania (2017)
* Baccalaureate in Mathematics Lycée
Excellence Nouadhibou, Mauritania
Research and projects
NLP Projects from fast.ai
Transfert Learning , Seq2Seq translation , Text generation algorithms / 2020
Project in Netflix movies recommendation system:
Implementation of models: Baseline Estimates, Correlation-Based
Neighbourhood, SVD++ , Integrated Model, Université de Paris/2020
Project – Credit Card Fraud Detection
Bayesian Naïf, KNN, LDA, QDA, SVM, Logistic regression, CART and Random
Forest /2020
Project in Dimensionality reduction
Using Deep AE, PCA, MDS, LLE , Eigenmaps and ISOMAP / 2020
Project in Deep Learning on Fashion-MNIST dataset:
PCA, t-SNE , Autoencoders ,Université Paris 5 / 2020
Project in Mixture Model :
Clustering–Co-clustering–Consensus Clustering, Université Paris 5 / 2019
Project in Unsupervised Learning :
Time Series Clustering, University Paris-Descartes/ 2019
Research Project in Process Mining :Analysis of daily activities and establishment
of process models
SAYNOVA Nanterre,Ile-France / 2019
Project in Multi-Agent Systems :
Maze Solving System with JADE Framework / 2019