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rahmamohax/README.md

💻 Rahma Mohamed – Backend & AI Engineering Student

I’m a Computer Science student focused on backend development and AI. I build backend systems using .NET, and apply machine learning to solve practical problems using tools like Python, Scikit-learn, and Pandas.

🔧 Projects

  • Student Admission Score Prediction
    Regression model using Python to predict student scores based on demographics and academics. Used data preprocessing, Linear Regression, and Scikit-learn.

  • Pet Classification ML Project
    Built a classification pipeline using K-Nearest Neighbors (KNN) and feature engineering to classify pet species. Tools: Python, Scikit-learn, Pandas, Matplotlib.

  • Data Pipeline Optimization with Apache Spark
    Developed an optimized Spark-based ETL pipeline for large-scale data processing (1TB/day), reducing job runtime by 30%.

  • Online Art Gallery (Full Stack)
    Built an online platform with PHP, MySQL, and JavaScript for artists to display and sell artwork. Designed backend logic and implemented secure transactions.

  • Event Management System (Python)
    Console-based backend project for managing clients, freelancers, projects, and invoices with Python.

🎯 Interests

  • Backend development with .NET (C#, ASP.NET Core, EF)
  • ML pipelines: data cleaning, training, and evaluation
  • Data engineering and automation tools

📫 LinkedIn | GitHub

Pinned Loading

  1. TaskManager TaskManager Public

    A comprehensive task management system built with Spring Boot microservices backend and a responsive HTML/CSS/JavaScript frontend.

    HTML 1

  2. Art-Gallery Art-Gallery Public

    A PHP-based online art gallery platform focusing on robust backend development, featuring user authentication, artwork management, e-commerce functionality, and virtual gallery experiences.

    PHP 2 1

  3. Elevvo-Tasks Elevvo-Tasks Public

    Jupyter Notebook

  4. Heart_Disease_Project Heart_Disease_Project Public

    This project aims to analyze, predict, and visualize heart disease risks using machine learning. The workflow involves data preprocessing, feature selection, dimensionality reduction (PCA), model t…

    Jupyter Notebook