Study to analyze the data using Excel to figure out the effect of COVID-19  on populations and distribution of it using Excel only Business analysis project using statistical tests. The project was carried as the end of the Business analytics course. It showed that based on our used dataset, there is a positive relationship between death rates and vaccinated people for fewer populations of less than 200 million individuals.

Discussing the relationship between music and mental health for a sample of more than 730 individuals. Data set is used from Kaggle using Spotify data and analysis is done using Python. The project was carried out at the Python for analytics course. It showed that based on our used dataset, there is a positive relationship between music and mental health recovery for ages between 20 and 35 years old, meaning that music was actually very impactful for young to adulthood ages before 40, which can be taken into consideration for further treatments after performing more studies.

This project was carried out as a part of an advanced web development course for Ph.D. students at the University of Toronto, Canada. The website was created using HTML, CSS, JavaScript, and Bootstrap for the Front end. The backend was developed using SQL server and PHP. I collaborated with developer Abeer Al-Olabi  on this project.

The perfume of your choice might be related to something about your personality and reveal some sides of your personality perfumalize is a front-end interface using HTML, CSS, JS to create a front end interface for choosing a perfume and providing feedback regarding your personality along with analysis for your perfume of choice