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moon-2000/README.md

Hey! I'm Amany Omar

Computer Vision Research Engineer | Junior Data Scientist

As a passionate Computer Vision Research Engineer and a certified Data Scientist from 365 Data Science, I specialize in leveraging cutting-edge techniques and tools to extract valuable insights from intricate datasets. Here's a breakdown of my expertise:

🧠 Machine Learning

  • Data Exploration, Cleaning, Preprocessing, and Manipulation
  • Building Predictive Models
  • Model Deployment and Monitoring
  • Feature Engineering and Selection
  • Hyperparameter Tuning

👁️ Computer Vision

  • Object Detection and Localization
  • Object Tracking
  • Vision Transformers for Object Re-identification
  • Image Segmentation and Classification
  • Image Preprocessing and Augmentation

🤖 Advanced AI Techniques

  • Large Language Models (LLMs)
  • Generative Adversarial Networks (GANs)
  • Recurrent Neural Networks (RNNs)
  • Transformers
  • Natural Language Processing (NLP)

Feel free to explore my repository to see these skills in action and witness the intersection of creativity and technology.

I'm always eager to collaborate and explore new challenges, so don't hesitate to reach out!

Amany :)

🛠️ Technologies & Tools

Programming Languages

Python C++ C# SQL JavaScript Java

Data Analysis & Visualization

Tableau Excel MATLAB

Development & Version Control

Git GitHub GitLab

Libraries & Frameworks

Scikit-Learn TensorFlow Keras Spacy NLTK OpenCV Hugging Face Matplotlib ggplot2 PyGame Pandas NumPy SymPy

Pinned Loading

  1. Art_of_Data_Visualization Art_of_Data_Visualization Public

    Through visual representation, complex patterns and trends in data become apparent, facilitating comprehension and effective communication of findings. This project explores various techniques and …

    Jupyter Notebook 1

  2. The-Way-to-Machine-Learning The-Way-to-Machine-Learning Public

    This project is a comprehensive collection of step-by-step explanations and notebooks that cover various machine learning algorithms and techniques.

    Jupyter Notebook 1 1

  3. Face_Detection_YOLOv5 Face_Detection_YOLOv5 Public

    Forked from Tecount/Face_Detection_YOLOv5

    This project mainly aims at pruning YOLOv5 to see how its accuracy gets affected in parallel with different pruning percentages from 10% to 40%.

    Jupyter Notebook 1

  4. VID-Trans-ReID VID-Trans-ReID Public

    Forked from AishahAADU/VID-Trans-ReID

    VID-Trans-ReID: Enhanced Video Transformers for Person Re-identification

    Jupyter Notebook 2

  5. Pinball_Space_Game Pinball_Space_Game Public

    The project is a simplified 2D Pinball video game with minimal graphics. The motion simulation is done by dividing time into small frames and applying the classical equations of motion for one part…

    C++ 1

  6. Connect_4_Game Connect_4_Game Public

    Implementing Connect4 Game in python with two versions: Version 1 using 2 players and Version 2 is to switch bewteen two modes ( mode 1 to play against AI player, and mode 2 to have to human players)

    Python 1