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  • Egypt

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Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair Extraordinaire

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mzdwedar/README.md

Hello there, I'm Mohamed👋

I'm a Machine Learning Engineer with experience in designing, deploying, and scaling ML systems on AWS and Azure. I have a strong theoretical background in machine/deep learning and the mathematics behind it, combined with hands-on expertise in building ML infrastructure, productionizing models, and enabling robust experimentation.

Languages and Tools:

  • Languages: Python.
  • Frameworks: PyTorch, LightGBM, Scikit-Learn.
  • Data Science: NumPy, Pandas, SQL, Matplotlib, Seaborn.
  • MLOps & Deployment: AWS SageMaker, Azure ML, Docker, MLflow, Nvidia Triton, CI/CD, FastAPI, ONNX.
  • Monitoring: prometheus, grafana.

Connect with me:

LinkedIn

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  1. Airbus-semantic-segmentation Airbus-semantic-segmentation Public

    Jupyter Notebook

  2. FastMRI-Image-Construction FastMRI-Image-Construction Public

    Python

  3. LLM-Inference LLM-Inference Public

    Highly optimized inference pipeline utilizing techniques across the stack.