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Artificial intelligence student
πŸ’­
Artificial intelligence student

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MOHAMMADSMAIL/README.md
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Animated introduction

MOHAMMAD MOHSEN ISMAIL ISMAIL

Data Science Specialist | AI/ML Developer | Full Stack Engineer

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About Me

Results-driven AI and Data Science professional with proven expertise in machine learning, linguistic evaluation, and Arabic language processing. Experienced full-stack developer adept at building end-to-end applications, covering database design through frontend implementation.

Core Competencies:

  • πŸ€– Machine Learning & Deep Learning
  • πŸ“Š Time Series Forecasting
  • πŸ’» Full-Stack Development (React + FastAPI)
  • πŸ“ˆ Data Engineering & Analytics

Featured Projects

🌀️ Weather Intelligence Platform

Tech: React FastAPI SQLite

Full-stack weather application with real-time APIs (Open-Meteo, OpenStreetMap), CRUD operations, multi-format data export (JSON/CSV/PDF), and AI-powered weather recommendations.

View Repository β†’

πŸ€– ML Classification from Scratch

Tech: Python NumPy Matplotlib

Implemented KNN, Gaussian Naive Bayes, and Decision Trees entirely from scratch using only Python and NumPy. Includes data cleaning, encoding, feature scaling, and comparative visualization.

View Repository β†’

πŸ“Š Weather Trend Forecasting

Tech: Python Pandas Scikit-learn SARIMA

Time series forecasting with SARIMA vs Random Forest comparison (RMSE: 2.87 vs 14.48). Implemented Z-score anomaly detection and feature engineering on global weather dataset.

View Repository β†’

πŸ‘₯ Employee Management + AI

Tech: Java Design Patterns

OOP system with Abstract Factory, Strategy, and Template Method patterns. Integrated AI Performance Analyzer, Recommendation Engine, and Salary Predictor with multi-factor weighted analysis.

View Repository β†’

πŸ”— More Projects

Tech: GitHub

Explore my full portfolio with all repositories, contributions, and ongoing projects.

Explore GitHub β†’


Tech Stack

Programming Languages

Programming Languages & Tools

**Frontend & Backend**

Data Science & ML

Tools & Libraries

Platforms & Tools


GitHub Analytics

GitHub Stats Top Languages Profile Details GitHub Streak

Certifications


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  1. Java-OOP-Company-Management-System-with-AI-based-analysis-and-salary-prediction Java-OOP-Company-Management-System-with-AI-based-analysis-and-salary-prediction Public

    Java 1

  2. Classification-Tool-python-project Classification-Tool-python-project Public

    Jupyter Notebook 1