My Projects
A selection of projects I've worked on, showcasing my skills and passion for development.
Crime Trends and the Correlation with the Unemployment Rate in Tucson
Dec 2024
This study analyzes criminal history and the correlation between crime and unemployment in Tucson to understand and address community issues.
Data Analysis
Correlation Analysis
Social Science
Python
Pandas
Pharmacy Store Data Management System
May 2024
A comprehensive system for managing pharmacy inventory, sales, and customer data.
Data Management
System Design
Database
Software Development
SQL
Descriptive Analysis of Grade Outcomes Report
Oct 2023
This study explores grade outcomes for students at a level one research institution before, during, and after a public health emergency.
Data Analysis
Statistical Analysis
Education
Research
IT Sector trends visualisation
June 2021
Analyzed data to uncover current and future tech trends and workforce diversity across gender, education, age, and nationality.
Data Analysis
Data Visualization
Workforce Diversity
Tech Trends
Tableau
IBM
YouTube Video Recommendation Based On User Comments And Its Statistical Analysis
May 2019
To minimize the issue of irrelevant recommendation, we are proposing the YouTube recommendation system based network of user comments and their sentiment analysis.
Recommendation System
NLP
Sentiment Analysis
Python
Statistics