• About Me

  • Computer Science diploma graduate, continuing my educational journey
  • Backend developer with a passion for machine learning and data science
  • Focused on creating intelligent applications that solve real-world problems
  • Lifelong learner, constantly expanding my technical skills and knowledge

• Completed Projects

  • I've successfully completed Student Performance Prediction Systems using machine learning:

  • Predict-Student-Dropout-and-Academic-Success (90% accuracy)

  -Implemented Random Forest Classification algorithm Identifies students at risk of dropping out to enable early intervention

  • Student-Performance Regression (96% accuracy)

    • Utilizes Random Forest for regression analysis Predicts performance metrics to provide targeted educational support

  • Student-Exam-Performance-Prediction (88% accuracy)

    • Built with Linear Regression models Forecasts exam results based on historical data and learning patterns

  • Snatch: Terminal-based Python media downloader

    • Fast and efficient download management User-friendly command-line interface

• 🌱 Currently Learning

  • TensorFlow & PyTorch: Advancing my deep learning capabilities
  • Rust: Exploring systems programming for high-performance applications
  • AWS & Docker: Strengthening my cloud and containerization skills
  • TypeScript: Enhancing my web development with type safety

• 👯 Collaboration Interests

  • Customizable Lightweight Browser App
  • Educational Tools for Student Performance
  • Machine learning projects with real-world impact
  • Performance-optimized backend systems

-💡 Technical Skills

• Languages: Python, C++, JavaScript, Java, TypeScript, PHP

• ML & Data: scikit-learn, pandas, seaborn, TensorFlow, PyTorch

• Backend: Flask, Node.js, .NET

• Databases: MongoDB, MySQL, Oracle

• DevOps: Docker, AWS, Azure, Bash

• Version Control: Git

• How to reach me Rashed.m.alothman@gmail.com