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@RAS-ZSC @Automotive-Safety-System @SG-Arab-Coders

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mysterious588/README.md

Ahmed Khaled | Machine Learning Engineer & AI Consultant

Ahmed's GitHub stats

GitHub Streak

Ahmed's most used languages

πŸš€ About Me

Senior ML Engineer specializing in:

  • 🧠 Advanced LLM integrations & prompt engineering
  • πŸ” Computer vision & object detection systems
  • ☁️ ML systems architecture & MLOps
  • πŸ€– Robotics & embedded AI solutions

Based in Cairo, Egypt & working globally with clients in the US and beyond.

def ahmed():
    tech_stack = {
        "languages": ["Python", "R", "C/C++", "Java"],
        "ml": ["PyTorch", "TensorFlow", "Scikit-learn", "YOLO", "Detectron2"],
        "deployment": ["AWS Sagemaker", "Serverless", "Lambda", "Docker", "Kubernetes"],
        "cloud": ["AWS", "GCP", "Firebase"],
        "llm": ["GPT-4", "Claude 3", "Gemini", "LangChain", "RAG"],
    }
    return "Building AI systems that solve real problems"

πŸ† Highlights

  • 🌟 Engineered ML systems for airport operations, processing 50K images daily
  • πŸ… Achieved mAP50 of >90% on object detection models for mission-critical applications
  • πŸ”§ Developed face detection systems with 10-second inference on Raspberry Pi
  • πŸ€– Built exoskeleton robots and published research in robotics
  • πŸ“Š Optimized MLOps pipelines reducing training time to just 12 minutes

πŸŽ“ Certifications

πŸ’» Technologies

πŸ“ˆ Recent Projects

  • πŸ–ΌοΈ Advanced Image Captioning System - LSTM/CNN architecture with 90%+ accuracy
  • πŸ” Object Detection Pipeline - YOLOv8 integration with AWS Sagemaker
  • 🧠 LLM-Powered Data Analysis - RAG implementation for enhanced document processing
  • πŸ€– Exoskeleton Robot Control - ROS-based movement assistance system
  • πŸ‘οΈ Drowsiness Detection - Computer vision system for automotive safety

πŸ“« Let's Connect

Pinned Loading

  1. RAS-Manager-Android RAS-Manager-Android Public

    An android app made for managing IEEE-RAS-ZSC depending on firebase real time database .

    Java 3

  2. Dog-Breed-Classifier Dog-Breed-Classifier Public

    Using CNN this project can classify 133 class of different dogs and also has an algorithm to detect humans and find which breed of dogs they look like, built for Udacity's AI nanodegree

    Jupyter Notebook 1

  3. Facial-Keypoint-Detection-CNN Facial-Keypoint-Detection-CNN Public

    Using CNNs this project can detect 136 keypoints of the human face such as the nose, mouth and eyes. This project is part of Udacity's computer vision nanodegree

    Jupyter Notebook 2

  4. Love-Song-Generator-LSTM Love-Song-Generator-LSTM Public

    A love song generator using word & character levels based on LSTM

    Jupyter Notebook

  5. Life-Assistant Life-Assistant Public

    Life Assistant is an android application that helps manage your daily activities

    Java 1 1

  6. Classification-Script Classification-Script Public

    A script that can be used to classify any set of train/test/valid separated images

    Python