Hissein Ali Weddeye

Hissein Ali Weddeye

Modeling Ingeneer

Biography

ML/DL Engineer with a strong academic background in applied mathematics and computer science. Holds a Bachelor’s degree in Mathematics and Computer Science (Mathematical Modeling and Computing) and a Master’s degree in Mathematics and Applied Computer Science (Probability Theory and Mathematical Statistics).

The foundations in mathematical modeling and computer science acquired during my studies naturally form the theoretical core of Machine Learning and Deep Learning — two fields I rigorously apply to real-world problems, from model development to production deployment

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Interests
  • Programming
  • NLP,Large Language Models
  • Computer Vision
  • Data Analysis
  • probability and statistic
  • Football, actuality
Education
  • Master in Applied Mathematics and Computer sciense, 2022

    Bauman University

  • Bachelor in Mathematic and Computer sciense, 2020

    Bauman University

  • Baccalaureate of second education, 2014

    high school Jacque Moudeina of Bongor

Skills

Statistics & probability

80%

Python

70%

Data Analysis

85%

Scikit-learn

70%

Tensorflow/keras

70%

Git

70%

Experience

 
 
 
 
 
ML & Deep Learning Model Development
Sep 2020 – Present

Design and training of multiple machine learning and deep learning models:

  • Classification: Titanic, Iris, Reuters, Credit scoring (Scikit-learn)
  • Regression: Boston Housing
  • CNN: Cat/dog recognition, digit classification
  • RNN: Sequential predictions
  • NLP: Shakespeare-style text generation (character-level model)
  • Autoencoders & VAE: Dimensionality reduction, latent representations
  • Deployment: TensorFlow Serving + Google Cloud Platform
 
 
 
 
 
Master’s Degree — Applied Mathematics & Computer Science
Sep 2020 – Jun 2022
Specialization in Probability Theory and Mathematical Statistics. Direct application to Machine Learning: statistical modeling, optimization, and theoretical foundations of learning algorithms.
 
 
 
 
 
Bachelor’s Degree — Mathematics & Computer Science
Sep 2016 – Jun 2020
Mathematical and computational modeling. Strong foundations in linear algebra, calculus, Python and C++ programming.

Recent Publications

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