hashemrawashdeh,Hashem Rawashdeh,github

ad-clicks-prediction

Developing a machine learning model for accurate prediction of the number of clicks on online advertisements based on contextual factors.

advanced-communication-techniques--a-practical-approach

This repository showcases advanced communication techniques including AM audio transmission using GNU Radio, QAM-64 modulation and demodulation using Simulink, and Huffman source coding algorithm design and simulation using MATLAB

brain-tumor-classification

This project aims to develop a precise and effective brain tumor classification system that employs transfer learning. Our approach involves fine-tuning a pre-trained model, namely EffecientNetV2S, and conducting a thorough performance evaluation.

breast-cancer-diagnosis

This project uses logistic regression to diagnose breast cancer accurately. By analyzing vast patient data, the model aids early detection, leading to better outcomes.

car-counter

A system designed to count the number of cars that pass through a specific area using sensors or cameras.

certificates-earned-or-ongoing

This repository contains a selection of my certificates related to RF engineering, robotics, and computer vision. It includes foundational courses as well as advanced specializations.

cold-war-spies-and-wi-fi--soviet-satellites-over-america-and-starlink-in-irbid

Simulation and analysis exploring the potential use of Molniya orbit satellites for Soviet surveillance during the Cold War and the implementation of a Starlink satellite network for internet coverage in Irbid, Jordan, including an extensive performance evaluation.

diabetes-detection

This Project forecasts the probability of diabetes. It employs age, BMI, blood pressure, and glucose levels as features, employing labeled data and algorithms such as logistic regression, XGBoost, and neural networks.

dl-research-papers

Here I will play with various classical and state of the art deep learning research papers

employee-turnover-prediction

The project aims to develop a predictive model using machine learning techniques to forecast employee turnover within an organization based on various factors such as employee demographics, job satisfaction, and performance metrics.

enhancing-wireless-communication-performance-with-intelligent-reflective-surfaces

This repository contains code, resources, and practical prototype details for enhancing wireless communication with Intelligent Reflective Surfaces (IRS). It includes MATLAB simulations, CST designs and simulations, EasyEDA design, and real-world prototype implementation.

facial-expression-classification

The project aims to develop a facial expression classification system using deep learning techniques to accurately recognize and categorize human emotions based on facial images.

house-prices-prediction

Within this undertaking, a range of regression methodologies shall be explored in order to address a compelling conundrum.

life-expectancy-prediction

The project aims to develop a predictive model using machine learning techniques to accurately forecast life expectancy based on various demographic, socioeconomic, and health-related factors, facilitating informed decision-making in public health policies and interventions.

miscellaneous-supplements

This repository serves as a central hub for miscellaneous and supplementary resources that I reference if and when needed.

multi-person-pose-estimation

This repo implements multi-person pose estimation using the efficient MoveNet architecture. With pre-trained models, fine-tuning scripts, and data utilities, this project offers a flexible and easy-to-use tool for real-time pose estimation in various applications.

traffic-sign-classification

The project focuses on developing a machine learning model capable of accurately classifying traffic signs based on images, aiming to enhance traffic safety and assist in autonomous vehicle navigation.

used-cars-price-prediction

Trying different regression algorithms such as multiple linear regression and XGBoost

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