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SHIXOOM/README.md

Shady Ali

A Computer Science student, dual enrolled at the University of Minnesota, Twin Cities (expected graduation: May 2026) and Egypt University of Informatics (expected graduation: June 2026), with a passion for AI Research, Mathematics, Machine Learning, and Software Engineering. (GPA: 4.0 at UMN, 3.9 at EUI)

Recent updates about me

  • I recently started an exciting journey of learning and applying Language Modeling and Word Vector representationn from the very beginning, check out the full repo!
  • PAIR has been accepted at Springer's International Journal of Computational Intelligence Systems (Q2 journal).
  • I started a new project with Seif Pharmacies, 2 n d biggest pharmacies chain in Egypt, for employee appraisal and shifts scheduling.
  • I made my first ever open-source contribution for CrewAI-Tools. Checkout the Pull Request.
  • I am currently working as a Machine Learning Engineer at Euclid Solutions, building agentic and ML-based solutions for businesses.

Research

I'm also actively involved in research:

  • PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary Algorithms (Accepted at International Journal of Computational Intelligence Systems): Leveraged LLMs to significantly improve partner selection in evolutionary algorithms, achieving a 62% reduction in the optimality gap. Developed scalable and well-documented code.

  • Time Series and Predictive Analysis of Egypt's Net Migration Patterns (Under Publication): Conducted a comprehensive analysis of Egypt's net migration patterns using statistical and economic methods.

  • MotionCaution: Smartphone Application for Securing the Motions of Real-Time Vehicles (Published in ICCCNet-2024): Developed a proof-of-concept application using Kotlin and Google Cloud Platform APIs, and contributed to the theoretical explanation of Decision Tree models in the paper.

Contact

I'm always open to collaborating on interesting projects. Feel free to reach out!

Pinned Loading

  1. PAIR Public

    PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary Algorithms

    Python 1 2

  2. Language-Modeling-from-Scratch Public

    A journey of reading, implementing, and re-explaining papers that are concerned with word embeddings and language modeling.

    Jupyter Notebook

  3. Watch-Guard Public

    Watch Guard is a mini project as an app blocks viewing any explicit content on your device

    Kotlin 13

  4. Sentiment-Analysis-LSTM-Model Public

    Jupyter Notebook

  5. Multi-Linear-Regression-from-Scratch Public

    In this mini project I tried to implement a Multi Linear Regressor from scratch to further understand the concept of linear regression and get a since of its implementation in terms of How and Why

    Jupyter Notebook

  6. Unraveling-Egypt-s-Net-Migration-Patterns-A-Time-Series-Economical-and-Sociopolitical-Analysis Public

    Forked from RamzyBakir/Unraveling-Egypt-s-Net-Migration-Patterns-A-Time-Series-Economical-and-Sociopolitical-Analysis

    Our second version of our research studying the net migration patterns in egypt between 1965-2022

    Jupyter Notebook