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Fa-Abdullah/README.md

Hi, I'm Fatma ElZahraa Abdullah

AI Engineer

I'm an AI Engineer with a Computer Science background who enjoys building intelligent applications and continuously exploring modern AI technologies. My interests span machine learning, deep learning, computer vision, natural language processing, and Generative AI, with a focus on turning ideas into practical solutions.

Areas of Interest

  • Artificial Intelligence
  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Natural Language Processing
  • Large Language Models (LLMs)
  • Generative AI
  • Retrieval-Augmented Generation (RAG)

Tech Stack

Programming Languages

  • Python
  • JavaScript
  • SQL

AI & Machine Learning

  • PyTorch
  • TensorFlow
  • Scikit-learn
  • Hugging Face Transformers
  • LangChain
  • NumPy
  • Pandas

Computer Vision

  • OpenCV
  • MediaPipe
  • YOLO

Web Development

  • React
  • Node.js
  • Express.js
  • MongoDB
  • Flask
  • Streamlit

Other Tools

  • Git & GitHub
  • Google Colab
  • Jupyter Notebook
  • UiPath

About This GitHub

This GitHub showcases my work across different areas of Artificial Intelligence and software development. The repositories include practical implementations, experiments, and learning projects covering machine learning, deep learning, NLP, computer vision, Generative AI, and full-stack web development.

I enjoy learning by building, experimenting with new ideas, and improving existing solutions through hands-on practice.

Currently Learning

  • AI Agents
  • Advanced RAG Systems
  • Multimodal AI
  • LLM Applications
  • MLOps

Connect With Me

Pinned Loading

  1. AI-Video-Content-Moderator AI-Video-Content-Moderator Public

    AI-powered system for detecting and moderating inappropriate video content using computer vision and deep learning techniques.

    Jupyter Notebook

  2. GANs-for-Face-Image-Generation GANs-for-Face-Image-Generation Public

    Face image generation using Generative Adversarial Networks (GANs) trained on facial image datasets.

    Jupyter Notebook

  3. HR-AI-Assistant HR-AI-Assistant Public

    AI-powered HR assistant that analyzes resumes, matches candidates to job descriptions, and streamlines the recruitment process.

    Python

  4. Information-Retrieval-Search-Engine Information-Retrieval-Search-Engine Public

    Search engine implementing information retrieval techniques for document indexing, ranking, and retrieval.

    Jupyter Notebook

  5. Multimodal-Medical-Diagnosis-CXR-CT-Cough Multimodal-Medical-Diagnosis-CXR-CT-Cough Public

    Multimodal AI system for medical diagnosis by combining chest X-rays, CT scans, and cough audio analysis.

    Jupyter Notebook

  6. RAG-Gemini-FAISS RAG-Gemini-FAISS Public

    Retrieval-Augmented Generation (RAG) system using Google Gemini and FAISS for semantic document search and intelligent question answering.

    Jupyter Notebook