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Welcome to my GitHub profile!

My name is Omar Gabr and I am a graduate student studying data science and engineering. This profile showcases my journey exploring the practical applications of machine learning algorithms and data engineering practices through inspired projects and datasets.

As a student with a deep interest in machine learning, I aspire to build a career in data science. Additionally, I am open to the possibility of engaging in research and industry challenges to enhance machine learning algorithms for Big Data analytics and addressing challenges in this domain.

Within these repositories, you'll find a collection of projects that highlight my skills in data analysis, machine learning, and data engineering. These projects demonstrate my commitment to continuous learning and practical problem-solving.

If you're a recruiter or someone passionate about machine learning engineering and data science, I welcome the opportunity to connect with you. Let's explore how we can contribute to the field of data and technology together.

Omar Gabr's Projects

custom-search-engine icon custom-search-engine

This project utilizes Flask, HTML, and CSS for web development, integrating Google, Bing, and Yahoo search APIs, alongside MySQL for efficient data storage and retrieval, in creating a custom search engine with advanced algorithms and metrics to enhance user search experience.

data-science icon data-science

This repository contains data science projects that include techniques such as exploratory data analysis (EDA), data visualization, data preprocessing and wrangling, and hypotheses testing.

diabetes-feature-selection-analysis icon diabetes-feature-selection-analysis

This project aims to evaluate the strength of features in the diabetes dataset. Multiple feature selection techniques are used, including Pearson correlation coefficient, mutual information, random forest feature importance, and recursive feature elimination.

limitorderbook icon limitorderbook

This project harnesses the efficiency and flexibility of the C++ programming language to implement a Limit Order Book, ensuring fast order processing and optimal resource utilization in managing buy and sell orders within financial markets.

machine-learning-classification-algorithm-comparison icon machine-learning-classification-algorithm-comparison

This project is a comparative study of six different machine learning classification algorithms. The algorithms are evaluated on four synthetic datasets. The aim of the project is to determine the effectiveness of each algorithm in accurately classifying the datasets.

machinelearning icon machinelearning

Projects used to analyze large datasets, implement various machine learning algorithms, and evaluate using various performance metrics. This repository specifically focuses on model design, development, and evaluation as opposed to other data science techniques such as story telling or feature engineering.

omartgabr.github.io icon omartgabr.github.io

This is where I showcase my web development skills and create a personalized online portfolio. Explore my projects, learn about my expertise, and get to know me better.

options-pricing-and-analysis-toolkit icon options-pricing-and-analysis-toolkit

Integrates various algorithms such as Black-Scholes, Monte Carlo simulations, and models for American, European, and exotic options, enhancing capabilities in quantitative finance, risk management, and financial analysis.

python icon python

Here, you will find a collection of small Python projects, each with their own unique practical applications. Each project is designed to be short and sweet, with less than 100 lines of code. The projects are aimed to be simple, yet powerful, and will help you understand the basics of Python programming and its various libraries.

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