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Mahmoud4265/README.md

Hi There, I am Mahmoud 🍉

Mahmoud Abdelrahman [ Data Scientist & AI Engineer ]



Python Pandas Ubuntu Windows Linux Git NumPy Matplotlib Seaborn Scikit-Learn PyTorch TensorFlow Instagram Java Discord SQLite

GitHub Streak

Status

🎛️ SYSTEM_MANIFEST // WHOAMI

  ✨ [ OPERATOR ]      : Mahmoud Abdelrahman
  🪐 [ ROLE ]          : Data Scientist & AI Engineer
  🎯 [ CURRENT FOCUS ] :  Machine Learning Pipelines
  📖 [ ACTIVE WORK ]   : Mastering ML and Deep Learning
  🔮 [ PHILOSOPHY ]    : "Extracting signal from galactic data noise."

  📡 TELEMETRY // FEATURED WORK
  📂 Zero_To_Hero_Python — The Open-Source Analytics Engine

╔═══════════════════════════════════════════════════════════════════════════╗
║  [ 🎯 MILESTONE 01 ] NumPy Mastery          │ 100/100 Solved & Documented ║
║  [ 🐼 MILESTONE 02 ] Pandas Mastery         │ 60/60 Solved & Documented   ║
║  [ 📊 MILESTONE 03 ] Visualization Mastery  | Accomplished Successfully   ║
╚═══════════════════════════════════════════════════════════════════════════╝

🛠️ ARSENAL // TECH MATRIX

Layer, Tools & Stack Ecosystem Core Language, Data Engines, Visualization HUD, ML & AI Spectrum,
Environment & Tools

⚡ ANALYTICS // LIVE TELEMETRY

  • 🔭 Accomplished: Data Science Roadmaps
  • 🧬 Current Orbital Target : Deep Learning & Advanced LLM Pipeline Integration

🔗 CONNECT // SIGNAL INTERCEPT

  • 🌌 GitHub: Mahmoud4265
  • 🪐 X (Twitter): @MahmoudAbd3451
  • 👾 Discord: mahmod4265
  • 📸 Instagram: @mahvmoud12
  • ✉️ Gmail: gmedo1883@gmail.com

StandWithPalestine 🤍

Pinned Loading

  1. water-potability-ml-classification water-potability-ml-classification Public

    An end-to-end Machine Learning pipeline for predicting water potability using XGBoost & SMOTE, tackling class imbalance, missing values, and feature scaling.

    Jupyter Notebook 1

  2. Real-World-Data-Pipeline-Memory-Optimization-Engine Real-World-Data-Pipeline-Memory-Optimization-Engine Public

    A Python data processing and memory optimization engine for the Titanic dataset. Reduces DataFrame memory footprint by ~54% (from 278 MB to 128 KB) via categorical downcasting, performs feature eng…

    Jupyter Notebook

  3. Zero_To_Hero_Python Zero_To_Hero_Python Public

    structured roadmap tracking my progression in Data Science. Includes core Data Wrangling (NumPy & Pandas), Data Visualization (Matplotlib & Seaborn) and hands-on EDA projects.

    Jupyter Notebook 1

  4. Dynamic-Pricing-Revenue-Optimization-Engine Dynamic-Pricing-Revenue-Optimization-Engine Public

    📌 Project Overview An advanced data engineering and analytics project simulating real-world algorithmic dynamic pricing strategies used by major airlines and high-demand platforms. The project focu…

    Jupyter Notebook

  5. ARGO-Engine ARGO-Engine Public

    ARGO Engine is a comprehensive Data Analysis and Diagnostic tool designed to automate end-to-end Exploratory Data Analysis (EDA). Built with Streamlit, Scikit-Learn, and Gemini AI, it helps data sc…

    Python 1

  6. Financial-Anomaly-Detection-ZScore Financial-Anomaly-Detection-ZScore Public

    A foundational data hygiene and statistical preprocessing project designed to identify, analyze, and handle numerical anomalies (outliers) in raw datasets. The project leverages standardized statis…

    Jupyter Notebook 1