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Mariam-Badr-MB/README.md

Typing SVG

💡 About Me

🎓 B.Sc. in Computers and Artificial Intelligence @ Cairo University
💻 Aspiring Machine Learning & AI Engineer currently learning and gaining hands-on experience in ML, Deep Learning, and Computer Vision.
🚀 Passionate about exploring data-driven solutions and transforming ideas into functional projects while continuously expanding my skills.
📌 Actively seeking internship opportunities to apply my skills, expand my knowledge, and make meaningful contributions to the AI and software development community.

🛠️ Languages & Tools

Python Java C++ C# JavaScript HTML5 CSS3 MySQL Django

🤖 AI/ML & Frameworks

TensorFlow PyTorch Pandas NumPy OpenCV Scikit-learn

📌 Featured Projects

Project Description Tech Stack
📚 Book's genre Unsupervised machine learning project using NLP (TF-IDF, KMeans) to cluster books into hidden micro-genres based on descriptions, with PCA visualization and silhouette analysis. Python, Pandas, Scikit-learn, NLP
⌨️ AI Virtual Keyboard Computer vision-based virtual keyboard allowing users to type using hand gestures detected via webcam. Python, OpenCV, MediaPipe
🚦 Traffic Sign Classification Deep learning model for classifying German traffic signs using convolutional neural networks. Python, TensorFlow/Keras, NumPy
📚 LibraSphere Web application for browsing, searching, and borrowing books online. Includes user authentication, genre-based browsing, and admin management dashboard. Django, HTML, CSS, JavaScript
🛒 Kheir Market Relational database system for an online supermarket, featuring ERD design, SQL schema, and business queries for inventory and customer management. SQL, MS SQL Server
📝 To-Do List Application Java-based task management app with features for adding, editing, sorting, searching, and categorizing tasks, plus priority and notes support. Java
🖼 Image Processing Menu Program Interactive menu-based image processing program with 16 filters including grayscale, blur, edge detection, and color adjustments. C++
🎯 Predicting Student Performance Data preprocessing, feature engineering, and machine learning model to predict student outcomes with performance visualization. Python, Pandas, Scikit-learn, Matplotlib

📊 GitHub Stats

GitHub Stats Top Languages

🎓 Education & Certifications

  • B.Sc. in Computers and Artificial Intelligence — Cairo University
  • AWS Educate Machine Learning Foundations — Amazon Web Services (AWS)
  • AI and Machine Learning Foundations — Sprints
  • The 2025 ICPC ECPC Qualifications Collegiate Programming Contest Day 5 — ICPC
  • Introduction to Deep Learning with PyTorch — DataCamp
  • Intro to Machine Learning — Kaggle
  • AI Fundamentals — DataCamp
  • Pandas — Kaggle
  • Python Programming — Kaggle

🌐 Connect with Me

LinkedIn Kaggle HackerRank Codeforces Email

💬 "Turning data into insights, and insights into intelligent solutions."

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  1. Predicting-student-performance Predicting-student-performance Public

    A machine learning project for predicting student performance based on various factors like demographics, study habits, and socioeconomic background. The model utilizes data preprocessing, feature …

    Jupyter Notebook 1

  2. AI_Virtual_Keyboard AI_Virtual_Keyboard Public

    Forked from ranaehelal/AI_Virtual_Keyboard

    A computer vision-powered virtual keyboard that lets you type using only hand gestures! No physical keyboard required – just point and "click" with your fingers in the air.

    Python 1

  3. German-Traffic-Sign-Classification German-Traffic-Sign-Classification Public

    This project implements a Convolutional Neural Network (CNN) to classify images of German traffic signs . The model can help interpret traffic signs for autonomous driving systems.

    Jupyter Notebook 1

  4. Book-s-genre Book-s-genre Public

    Discover hidden micro-genres in books using unsupervised machine learning. This project applies KMeans clustering to book descriptions, using NLP preprocessing and TF-IDF vectorization to group boo…

    Jupyter Notebook 1

  5. LibraSphere LibraSphere Public

    Forked from esraa-emary/LibraSphere

    LibraSphere is a web application that allows users to browse, search, and borrow books online. It provides a seamless experience for book lovers to explore various categories and manage their borro…

    HTML 1

  6. Kheir_Market Kheir_Market Public

    Forked from Mohammed-3tef/Kheir_Market

    This project presents the design and implementation of a relational database system for an online supermarket platform, modeled after real-world systems such as Carrefour Egypt. The system is inten…

    C# 1