Mohammad Issa Email & Phone Number

Kanata, Ontario, Canada

Ottawa, Canada Area

Implemented multiple Scala back-end functions using Swagger-play UI for testing API. These functions allowed the user to analyze and evaluate the data collected from various simulations Created a data simulator using client data acquired in-field testing, to generate more data using machine learning algorithms. The script connected to PostgreSQL databases and Clickhouse, a column-oriented OLAP database management system. The simulator allowed for stress testing of client data processing… Show more Implemented multiple Scala back-end functions using Swagger-play UI for testing API. These functions allowed the user to analyze and evaluate the data collected from various simulations Created a data simulator using client data acquired in-field testing, to generate more data using machine learning algorithms. The script connected to PostgreSQL databases and Clickhouse, a column-oriented OLAP database management system. The simulator allowed for stress testing of client data processing before releasing final productsImplemented PostgreSQL and MySQL queries which acquired tested data to be analyzed, resulting in understanding the efficiency of machine learning algorithms by comparing the results to the dataAcquired the understanding of Virtual machine solutions that operated through docker containers. This allowed for a better understanding of docker containers and how to test the VM UI Show less

Kanata, Ontario, Canada

Designed a Python script that automates the process of testing scenarios which consisted of four parts: scenario generator, simulation, post-processing, and data analysis Learned about the Bash environment to help translate a script into Python, while researching file manipulation and automation processes in PythonResearched VM parallel clustering to launch multiple clustering algorithms at the same time to improve the automation process of testing and efficiency of different… Show more Designed a Python script that automates the process of testing scenarios which consisted of four parts: scenario generator, simulation, post-processing, and data analysis Learned about the Bash environment to help translate a script into Python, while researching file manipulation and automation processes in PythonResearched VM parallel clustering to launch multiple clustering algorithms at the same time to improve the automation process of testing and efficiency of different scenariosDesigned a helper Python script that launches the testing cases using AWS virtual machines, which monitors the process in real-time continuously Show less

Ontario, Canada

Researched Machine Learning, Q-Learning, K-Means, and Gray Wolf Optimization, which proposed the chance to co-author an academic article regarding UAV aerial base stations and their movement and placementReported multiple algorithms regarding the movement of the UAV drone base station, through self-learning the LATEX environment. Using new coding language to transfer ideas from code into pseudocode that is used in academic journals to further explain what the article… Show more Researched Machine Learning, Q-Learning, K-Means, and Gray Wolf Optimization, which proposed the chance to co-author an academic article regarding UAV aerial base stations and their movement and placementReported multiple algorithms regarding the movement of the UAV drone base station, through self-learning the LATEX environment. Using new coding language to transfer ideas from code into pseudocode that is used in academic journals to further explain what the article proposesWrote MATLAB code that implements K-Means for different scenarios in which the UAV drones will experience in day-to-day situations while sending their signals to our mobile devices and other connected technologies, improving programming skills in MATLAB Show less