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  • Zewail City
  • Cairo, Egypt

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amr-yasser226/README.md

I'm Amr Yasser

Computational Science and Artificial Intelligence student at Zewail City, with a concentration in Data Science and AI.

I work on machine learning, deep learning, and applied optimization. My background spans competition ML (Kaggle), generative deep learning, and from-scratch implementations of optimization and information-theory algorithms.


Selected work

Popular repositories Loading

  1. video-colorization video-colorization Public

    End-to-end automatic video colorization using a ResNet34-UNet architecture. Predicts CIE Lab chrominance (ab) channels from grayscale luminance (L), trained on MS-COCO 2017 and applied to historic …

    Jupyter Notebook 3 1

  2. machine-learning-for-network-intrusion-detection machine-learning-for-network-intrusion-detection Public

    A complete pipeline for network intrusion detection comparing label encoding and one‑hot encoding, with SMOTE resampling, feature selection, and ensemble modeling using scikit‑learn and XGBoost, al…

    Jupyter Notebook 2

  3. Zewail-City Zewail-City Public

    A comprehensive archive of coursework, projects, and code developed during my studies at Zewail City University of Science and Technology. Organized by course, each folder houses assignments, pract…

    HTML 1 1

  4. amr-yasser226 amr-yasser226 Public

    1

  5. DataGovernanceWorkflow DataGovernanceWorkflow Public

    Comprehensive data governance pipeline for SSH honeypot logs—covering data profiling, cleansing, quality assurance, encryption, classification, and GDPR/CCPA/HIPAA compliance. Built with Pandas, Pa…

    HTML 1 1

  6. intrusion-detection-kaggle intrusion-detection-kaggle Public

    End-to-end pipeline for multi-class cyber-attack detection using per-flow network features: data profiling, deduplication, skew-correction, outlier treatment, feature engineering, imbalance handlin…

    Jupyter Notebook 1