I'm Houssem Eddine Bayoudha

Machine learning engineer Data Scientist

More About Me
About

Let me introduce myself.

Profile Picture

I'm a recent Machine Learning Engineer graduate, with a focus on solving real-world problems through AI and data-driven solutions. I'm also fond of research, especially when it comes to advancing AI technologies.

  • šŸ§‘ā€šŸ’» Broad experience in AI, from Deep Learning to Reinforcement Learning, LLMs, and Generative Models
  • šŸ“œ Certified by DeepLearning.AI, Hugging Face, and NVIDIA in Machine Learning Specialization, Reinforcement Learning, and NLP with Transformers
  • ā˜ļø Experienced with Google Cloud Platform (GCP)
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Portfolio

Skills

Over the course of my academic and professional journey, I have developed a broad range of technical and analytical skills that equip me to tackle complex challenges and create impactful solutions. Here are some of the key skills I've acquired:

Experiences

More of my credentials.

I am a recent graduate with a Computer Science Engineering Degree and over 3 years of experience working on various projects and technologies.
Here is an overview of my professional and educational background.

Work Experience

Machine Learning Research Intern

Mar 2024 - Sep 2024
Passau, Germany

University of Passau

  • Awarded the DAAD KOSPIE Tunisia Scholarship for academic excellence.
  • Developed a reinforcement learning algorithm to optimize power distribution in Hybrid Energy Storage Systems (HESS) using renewable energy sources like solar and wind.
  • Conducted extensive simulations and real-time experiments, improving energy efficiency by 5%.
  • Currently co-authoring a scientific paper based on research findings.

Data Scientist

Jun 2023 - Oct 2023
Liverpool, UK (Remote)

Real Analytics

  • Implemented a TorchLightning data module, streamlining machine learning data handling and organization.
  • Applied the Soft Actor-Critic (SAC) algorithm in an online setting, enhancing data collection processes.
  • Developed a Conservative Q-Learning SAC (CQL-SAC) policy model, achieving performance parity with leading RL libraries.

Machine Learning Engineer

Jul 2022 - Nov 2022
Tunisia (Remote)

Magaztee

  • Increased dataset quality and diversity by performing data cleaning and augmentation using Albumentations.
  • Designed and optimized a CNN using PyTorch and ResNet architectures for image classification tasks.
  • Conducted rigorous testing and validation to ensure model robustness and scalability.

Data Science Intern

Jun 2021 - Oct 2022
Liverpool, UK (Remote)

Real Analytics

  • Standardized soccer tracking data from multiple providers, creating a unified dataset for analysis.
  • Developed predictive models to determine player positions using heatmaps generated from match movements.
  • Utilized FastAI, R, MongoDB, and PyTorch to refine models, increasing prediction accuracy by 15.52%.

Education

Computer Science Engineering Degree

Sep 2020 - Aug 2024

The Private Higher School of Engineering and Technology

  • Option: Data Science
  • Notable Coursework: Computer Science, Machine Learning, Deep Learning, Data Mining, Statistical Analysis, Big Data Technologies.
  • Honors : Ranked among the top students in the program.

Sep 2019 - Aug 2020

National Institute of Applied Science and Technology

  • Notable Coursework: Calculus, Algebra, Analysis, Mechanics, Electromagnetism, Thermodynamics, Programming, Algorithms, Data Structures.

    • Baccalaureate in Computer Science

    Jun 2019

    El Amal High School

    • Option: Computer Science
    • Achievement : Ranked 9th nationwide in the national examinations.
    Portfolio

    Check Out Some of My Works.

    Check out some of my works where Iā€™ve applied my skills to real-world problems. These projects highlight my ability to innovate, solve complex challenges, and make a meaningful impact through technology and data-driven solutions.

    HarryGPT

    HarryGPT

    Transformers
    Art with GAN

    Art with GAN

    Generative AI
    ChessLLM

    Chess Master Ai

    Large Language Model
    math-Ai

    Educational Interactive-Intelligent Platform

    Educational AI
    HeatVision-Ai

    HeatVision AI

    Computer Vision
    Hobbies

    Game Development & Digital Art

    Outside of my academic and professional work, I indulge in creative pursuits like game development and digital art. These hobbies not only allow me to explore different aspects of design and technology but also fuel my passion for storytelling and interactive experiences. Here are a few examples of projects Iā€™ve worked on:

    game_dev

    Nnarruqt

    Game Dev
    Art

    Artistic side

    Art
    Contact

    I'd Love To Hear From You.

    Email Me At

    housembayoudha@gmail.com