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MarawanYakout/README.md

Marawan Yakout

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A foundational researcher with Computer Science BSc - University of London with a focus on AI, Machine Learning, Data Science and Deep Learning. Passionate about research, reproducibility and high‑quality open‑source implementations.

Research Focus

  • Foundation models, NN, NLP, Evaluation & robustness
  • Efficient training, data pipelines, and MLOps
  • Databases for ML, data management, and reproducibility

Programming Focus

  • Contribution in Open Source projects
  • Improve programs computational efficiency and software modularity
  • Create beneficial programs and tools
  • I Use Arch BTW Arch Linux Logo
  • Zettlekasten - Knowledge Hub

Puplications


Top Projects

  • SERWED Thumbnail SERWED: A Physics Informed Diffusion Model with scalability for High Picture Dimensions.
    [Tested using NASA GEOS Satellite Data for Rare Cyclone Events + Research Paper]
  • Rustingo Thumbnail Rustingo: A Rust ML Library that uses CPU and GPU resources [On Going]
  • Marcopolo Thumbnail MarcoPolo: Most efficient way to get Books or Web Scrape to Download [PDF, Img, Videos] from any site on the internet.
  • Vesper Thumbnail Vesper: CLI messaging program made in Rust, C and Python "Safe until Quantum Computers take over".

My Kitchen

Python C Assembly C++ Rust R Java JavaScript TypeScript HTML5 CSS3 SQL
C# Bash MATLAB TensorFlow PyTorch scikit-learn Pandas OpenCV Jupyter Git GitHub Wireshark
AWS GCP Azure Docker Kubernetes Linux Heroku Jenkins Travis CI CircleCI MongoDB PostgreSQL
D3.js Selenium Postman Blender Arduino Qt LaTeX
Black Hole

Education

University of London Logo BSc Computer Science
University of London

GitHub Stats

GitHub stats Top languages


GitHub Streak

GitHub contribution graph

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"Whatever is Easy is Hard, Whatever is Hard is Easy"

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  1. SERWED SERWED Public

    A context-conditioned DDPM for generating and analyzing satellite cloud imagery using NASA GPM & GOES satalite filtered datasets with associated timestamps and wind speed annotations & embeddings e…

    Python 2

  2. MarcoPolo MarcoPolo Public

    A High Efficiency Web scraper Made in Rust

    Rust 1