Projects

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Analysis on Wikipedia (Toys and Games) for EDA

The aim of this project is to explore and analyze an in-depth dataset (texts and images) to identify patterns, relationships and trends. The goal is to conduct data cleaning and visualization and statistical analysis to obtain insights that will help in decision-making and build a search engine .

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Image Processing Techniques and Transformations : Basics Guide

This project explores a comprehensive set of image processing techniques using Python. It includes fundamental operations such as pixel analysis, brightness and contrast adjustments, color space conversions, filtering, edge detection, and noise reduction. Additionally, it covers advanced topics like histogram equalization, morphological operations, and logical transformations on images. The project provides hands-on practice with real images, enabling users to develop a strong foundation in digital image processing.

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Singular Value Decomposition (SVD) Implementation and Applications

SVD is a fundamental matrix factorization technique used in many fields, including data analysis, signal processing , and machine learning. Given any m×n matrix A

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Elimtiaz Private schools Backend ( Schools management system )

It is a solution aimed at improving the performance of the educational and administrative process, providing an easy-to-use APIS and the management and follow-up of school activities with high efficiency. The system is flexible and able to allocate powers and roles according to each party's needs

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Envilth – All-in-One Event Platform for Web & Mobile

Envilth is an all-in-one event management system designed to streamline the organization of conferences and events. It features a dedicated API for mobile app integration, enabling real-time data syncing and interaction. The platform supports E-Poster presentation, allowing users to showcase digital posters without printing. With an intuitive dashboard, it simplifies managing schedules, speakers, and attendees. Envilth is the ideal solution for modern, tech-driven events of all kinds.

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Implementing Support Vector Machine (SVM) from Scratch

The goal of this assignment is to implement a Support Vector Machine (SVM) classifier from scratch, without using machine learning libraries like Scikit-Learn. This exercise aims to enhance understanding of the mathematical foundation, algorithmic steps, and optimization process behind SVMs, especially in the context of binary classification problems .

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Internship management platform developed with Django (MVT pattern)

This is a web-based Internship Management Platform developed using the Django framework and its Model-View-Template (MVT) architecture. The platform aims to simplify the process of managing internships for students, and administrators by offering structured workflows and user-friendly interfaces.