Dr Daouda Diouf

  • Computer Science
  • Analysis and Data Mining, decision Statistics, Predictions
  • Applied Neural Networks
  • Mathematics, Modelling & Scientific Calculations
  • Deep learning and Machine Learning


    • CONTACT :

    POSITION : Lecturer senior & Researcher at Cheikh Anta Diop University (INSEPS)
    E-MAIL : daouda1.diouf@ucad.edu.sn


    ABOUT ME :

    I work mainly on two interdisciplinary fields which are machine learning and environmental data. I also work on bioinformatics/biomechanics. I am graduated from Cheikh Anta Diop University in Dakar and Pierre & Marie Curie University in Paris. Now I am Lecturer senior at Cheikh Anta Diop University. Actually I am researcher on many data science projects.

      Skills

      Mathematics & Statistics
    • - Analysis and Data Mining
    • - Decision statistics, Descriptive statistics
    • - Statistical methods, numerical methods, Inverse methods
    • - modelling of complex systems
    • - Non-linear regression and linear regression
    • - Principal component analysis

      • Computer Science
    • - Deep learning libraries: TensorFlow, Keras, Scikit-learn, Pandas, NumPy, Theano...
    • - Programming and computing languages: PHP, SQL, Java, MATLAB, Shell, Python...
    • - Frameworks: Django, Laravel, React, Arduino, MATLAB, R, Octave...
    • - Understanding of Hadopi & MapReduce
    • - Others Software: Sphinx, SPSS, STATA, ...

      • Artificial Intelligence & Machine Learning
    • - Data visualization and preprocessing
    • - Data analysis and mining
    • - Statistical pattern recognition methods
    • - Non-parametric discrimination methods: k-nearest neighbors
    • - K-means clustering method
    • - Artificial neural networks (Kohonen’s topological maps, multilayer perceptrons)
    • - Convolutional neural network
    • - Image processing
    • - Autoencoding Generative Adversarial Networks, Autoencoder

      Programming language & Frameworks

    • - Javascript
    • - Python
    • - PHP
    • - Matlab
    • - Shell
    • - Anaconda navigator
    • - Bootstrap
    • - HTML/CSS

      Education

    • - 2009-2012: Ph.D, Computer Science - Telecommunications, Option: Modeling of Complex Systems,
    • Cheikh Anta Diop University,Dakar, Senegal / Pierre & Marie Curie University, Paris, France.

    • - 2007-2008: Post Graduation in Computer Science, Simulation, and Modeling of Complex Systems,
    • Option : Modeling and Information processing, Polytechnic Higher School, Dakar, SENEGAL (ESP),
    • Cheikh Anta Diop University, Dakar, Senegal

    • - 2003-2006: Master's degree in Applied Physics, Faculty of sciences and technologies,
    • Cheikh Anta Diop University, Dakar, Senegal

      Language

    • - French: fluent
    • - English: fluent
    • - Arabian: Read