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ElDEEB21/README.md
Hi πŸ‘‹, I'm Abdulrahman Eldeeb

Computer Vision Engineer πŸš€

Senior CS Student at Fayoum University specializing in Computer Vision, Deep Learning, and Competitive Programming

πŸ‘¨β€πŸ’» About Me

  • πŸŽ“ Computer Science student at Fayoum University (2022-2026)
  • οΏ½ Instructor at Digital Egypt Cubs Initiative - Teaching tech to youth aged 12-17
  • πŸ› οΈ Building CV solutions with PyTorch, OpenCV, and TensorFlow
  • πŸ‘¨β€πŸ« Former Mentor & Coach at Fayoum ICPC Community (2023-2025)

πŸš€ Featured Projects

πŸ–ΌοΈ Intel Image Classification

Comparative study of AlexNet vs ResNet18 for scene classification (6 classes). ResNet18 achieved 93.03% test accuracy with F1-score of 0.93 in just 19 minutes, demonstrating deep architecture advantages.

Tech Stack: PyTorch, Torchvision, Google Colab

😊 FER-2013 Facial Emotion Recognition

Comprehensive comparison of Custom CNN vs Transfer Learning (ResNet50V2) for 7-emotion classification on 35K images. Transfer learning achieved 68.79% accuracy (11% improvement) but with 20Γ— more parameters, highlighting accuracy-efficiency trade-offs.

Tech Stack: TensorFlow/Keras, Matplotlib, Kaggle

πŸ““ Kaggle Notebooks:

πŸ› οΈ Technical Skills

Computer Vision & Deep Learning
PyTorch TensorFlow OpenCV Keras scikit-learn

Programming & Tools
Python C++ SQL Git Jupyter

Core Expertise: Image Classification β€’ Object Detection β€’ Transfer Learning β€’ Neural Networks β€’ Data Structures & Algorithms β€’ Problem Solving

πŸ† Certifications & Achievements

Computer Vision & Deep Learning

  • Deep Learning for Computer Vision (NTI & Coursat.ai)
  • OpenCV Bootcamp
  • Machine Learning Specialization (Andrew Ng)

Competitive Programming

  • Codeforces Expert
  • 17th Place - ECPC 2023 Qualifications (out of 280 teams)
  • 90th Place - ECPC 2023 Final
  • Mastering Algorithms using C++ (Dr. Moustafa Saad)

Additional

  • Google Data Analytics Professional Certificate
  • AI Career Essentials (AiCE)
  • Introduction to Generative AI with AWS

GitHub Stats:

Pinned Loading

  1. Rossmann-Store-Sales-DS Rossmann-Store-Sales-DS Public

    Jupyter Notebook

  2. Netflix-Analytics Netflix-Analytics Public

    Jupyter Notebook

  3. omarovici/Search-Engine-Project omarovici/Search-Engine-Project Public

    The Search-Engine-Project is a simple web-based search engine API built with ASP.NET Core (.NET 8), Entity Framework Core, and SQL Server. This project demonstrates how to build a basic search engi…

    CSS

  4. intel-image-classification intel-image-classification Public

    This project aims to classify images from the Intel Image Classification dataset using two renowned deep learning models: AlexNet and ResNet18. The notebook alex-res-net-classification.ipynb encomp…

    Jupyter Notebook

  5. my-leetcode-journey my-leetcode-journey Public

    This repository is managed by LeetPush extension: https://github.com/husamahmud/LeetPush

    C++ 1

  6. PyChessGame PyChessGame Public

    PyChessGame is a simple chess game implemented in Python. This project includes a graphical user interface (GUI) for playing chess, as well as an AI opponent that can make moves based on different …

    Python 2