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salim-benhamadi/README.md

πŸ‘‹ Hi, I'm Salim Benhamadi

Machine Learning Engineer | ICT & Multimedia Engineering Graduate

GitHub


πŸš€ About Me

  • πŸŽ“ Graduated with a Master’s in ICT Internet & Multimedia Engineering at the University of Padua, Italy.
  • πŸ’‘ Passionate about Machine Learning, Computer Vision, NLP, Remote Sensing, and Big Data Analytics.
  • 🌍 Experienced across academia, research, and industry β€” from semiconductor manufacturing optimization to VR user identification and satellite-based crop health assessment.
  • πŸ† Multiple-time hackathon & competition winner, with research published at IEEE VR and European Automotive Reliability Workshops (eARTS).
  • 🌱 Always seeking to connect data-driven insights with real-world impact.

πŸ’Ό Work Experience

  • Machine Learning Engineer, R&D β€” Saturnalia (2025–Present)
    Crop damage detection via satellite imagery β†’ Automated agricultural monitoring.
    Keywords: Computer Vision Β· Remote Sensing Β· Geospatial Analysis

  • Master Thesis Intern β€” Infineon Technologies (2023–2025)
    Built an image clustering + anomaly detection pipeline reducing analysis time, automated reporting workflows, authored a Python library for production data.
    Keywords: Unsupervised Learning Β· Dimensionality Reduction Β· Workflow Automation

  • Research Trainee β€” University of Padua (2023–2024)
    Predicted users from VR headset motion & traffic data with 95% accuracy.
    Keywords: Supervised Learning Β· Data Preprocessing Β· Feature Engineering

  • Data Scientist Intern β€” PROROB SRL (2023)
    Predictive KPI analysis β†’ reduced downtime by 10%.
    Keywords: Time Series Forecasting Β· Anomaly Detection

  • ML Engineer Intern β€” PIxemantic (2022)
    Automated OCR pipeline for financial statements.
    Keywords: TensorFlow Β· OpenCV Β· PaddleOCR

  • Software Developer Intern β€” eDonec (2021–2022)
    Built and tested an eCommerce website with React, Redux, MongoDB, NodeJS.


πŸ“š Publications

  • Automated Semiconductor Test Data Analysis Using a Hybrid Deep Learning Pipeline β€” eARTS 2025
  • Optimization of Test Insertions in Semiconductor Manufacturing Using Reinforcement Learning β€” eARTS 2025
  • Movement- and Traffic-based User Identification in VR Applications β€” IEEE VR 2025

πŸ† Awards & Achievements

  • πŸ₯‡ Best Inclusion Project β€” FastwebAI Hackathon (Fastweb + Vodafone, 2025)
  • πŸ₯ˆ 2nd place β€” AI Meets Medicine, Elty DaVinci Healthcare (2025)
  • 🌍 Ranked Top 20 worldwide in Microsoft Learn & AirQo Challenges (2024)
  • πŸ₯ˆ 2nd prize β€” AI Hackathon 3.0 (2022) | ML Olympiad β€” Preserving North African Culture (2022)
  • πŸ₯‡ DevFest21 Winner β€” Google Developer Groups Carthage (2021)
  • πŸ₯‰ Blockchain Hackathon β€” Decentralize Impact & Dar Blockchain (2022)

πŸ› οΈ Skills

  • Programming: Python Β· JavaScript Β· C/C++
  • Databases: MySQL Β· SQL Server Β· Firebase Β· MongoDB
  • Data Tools: TensorFlow Β· PyTorch Β· Keras Β· Scikit-Learn Β· Pandas Β· NumPy Β· Matplotlib Β· Seaborn
  • ML Expertise: Supervised & Unsupervised Learning Β· Deep Learning (CNN, RNN, Transformers) Β· NLP & LLMs Β· Reinforcement Learning Β· Optimization
  • Soft Skills: Communication Β· Problem Solving Β· Teamwork Β· Attention to Detail

🌐 Languages

  • πŸ‡ΉπŸ‡³ Arabic β€” Native
  • πŸ‡¬πŸ‡§ English β€” Full professional proficiency (TOEFL)
  • πŸ‡«πŸ‡· French β€” Limited working proficiency

🎬 Beyond Work

  • πŸŽ₯ Anime & Movies lover
  • πŸ“Έ Amateur Photographer
  • πŸ˜„ Believer in Chaos Theory: within randomness lies hidden order

Popular repositories Loading

  1. dynamic-investment-portfolio-optimization dynamic-investment-portfolio-optimization Public

    Using Monte Carlo Simulation to Determine the Optimal Portfolio of Stocks

    Jupyter Notebook 6 1

  2. geoai-hack-2022-crop-type-classification-challenge geoai-hack-2022-crop-type-classification-challenge Public

    Using Sentinel-2 multispectral time series to classify crops in Central Tunisia

    Jupyter Notebook 5

  3. landslide-prevention-and-innovation-challenge landslide-prevention-and-innovation-challenge Public

    Classifying if a landslide occured or not

    Jupyter Notebook 4 1

  4. Predicting-survival-on-the-Titanic Predicting-survival-on-the-Titanic Public

    Prediction survival on the Titanic using Logistic Regression

    Jupyter Notebook 3

  5. predicting-house-prices predicting-house-prices Public

    Predicting California Housing Prices using Decision Tree Regressor

    Jupyter Notebook 2

  6. kenyan-sign-language-classification-challenge kenyan-sign-language-classification-challenge Public

    Classification of ten different Sign Language signs present in the images, using FastAI

    Jupyter Notebook 2