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  • Cairo, Egypt

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M-Esmat/README.md

Hi 👋, I'm Maher Esmat

👩🏻‍💻 Machine Learning Engineer sharing about my journey and learnings in tech
👩🏻‍🎓 Studied [Computer Science] at the Cairo University, Egypt
💭 Currently learning about Natural Language Processing and Attention Models

m-esmat

Connect with me:

m_esmat_sohsah maher-esmat esmatsohsah m_esmatsohsah

Languages and Tools:

cplusplus docker python pytorch scikit_learn seaborn tensorflow

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  1. Transformer_From_Scratch Transformer_From_Scratch Public

    This project is a from-scratch implementation of a Transformer model applied to an English–German machine translation task. Designed using Object-Oriented Programming (OOP) principles, the project …

    Jupyter Notebook

  2. Mental-Health-Classification Mental-Health-Classification Public

    Leverages Hugging Face's BERT to detect mental health states from text.

    Jupyter Notebook

  3. Transer-Learning-Cifar10-Resnets Transer-Learning-Cifar10-Resnets Public

    Deep learning project that implements a ResNet-50-based model for classifying images in the CIFAR-10 dataset.

    Jupyter Notebook

  4. Bike-sharing-Demand-prediction Bike-sharing-Demand-prediction Public

    This project forecasts bike-sharing demand using historical data and advanced ML techniques. By analyzing temporal patterns and weather conditions, the model helps optimize bike availability, reduc…

    Jupyter Notebook

  5. Gemini-API Gemini-API Public

    A personal training project demonstrating the use of the Google Generative AI API

    Python