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SamaTawfik/README.md

Hi there 👋 I'm Sama

🎓 Computer Science Student
🤖 Aspiring AI Engineer
🐍 Python Developer in progress

👩‍💻 About Me

I’m passionate about Artificial Intelligence and building intelligent systems.
Currently exploring Machine Learning, Deep Learning, LLMs, and Computer Vision.
I enjoy turning ideas into real projects using Python.

🧠 Interests

  • Large Language Models (LLMs)
  • Computer Vision
  • Deep Learning
  • Machine Learning applications

🛠️ Tech Stack

  • Python
  • NumPy, Pandas
  • Scikit-learn
  • TensorFlow / PyTorch (learning)
  • Git & GitHub

📂 Projects

  • 🧾 Spam Detection using NLP
  • 🖼️ Image Classification with CNNs
  • 📊 Data Analysis projects on real datasets

🌱 Currently Learning

  • Deep Learning fundamentals
  • LLMs & Transformers
  • Model deployment basics

📫 Connect with me

⭐ Always learning, always building 🚀

Popular repositories Loading

  1. Real-Time-Gaze-Detection-System Real-Time-Gaze-Detection-System Public

    Developed a real-time gaze detection system using OpenCV and MediaPipe to monitor user attention through iris tracking and trigger visual/audio alerts when distraction is detected.

    Python 1

  2. FINAL-PROJECT FINAL-PROJECT Public

    JavaScript

  3. ML-Capstone-project ML-Capstone-project Public

    Machine Learning Capstone Project – Regression, Classification & Clustering

    Jupyter Notebook

  4. Fashion-MNIST-Classification-using-Neural-Networks Fashion-MNIST-Classification-using-Neural-Networks Public

    This project implements and compares two neural network models for image classification using the Fashion-MNIST dataset. The comparison is based on: - Activation functions - Number of neurons - Lea…

    Jupyter Notebook

  5. Deep-Learning-Image-Classification-Project Deep-Learning-Image-Classification-Project Public

    A deep learning project for handwritten digit classification using MNIST dataset and CNN architectures implemented from scratch including ResNet, GoogLeNet, and DenseNet using PyTorch.

    Jupyter Notebook

  6. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    ML model used to detect fraud transactions, using XGBoosting algorithm.

    Jupyter Notebook