This analysis examines customer financial complaints to identify resolution bottlenecks and improve service delivery. Used Python and Power BI for advanced analysis, visualization, and reporting. 

This exploratory data analytics project highlights my approach to extracting data over a 9-month period from my Spotify music streaming history, analyzing it with MySQL, and visualizing insights in Tableau to gain a deeper understanding of my musical preferences and overall listening habits.

Bellabeat case study using Excel and Tableau:  This explores Bellabeat, a company specializing in women's health-focused smart products, and their need to analyze fitness data to optimize their marketing strategy. The study involves sorting and cleaning Fitbit data, followed by analysis in Excel and Tableau, revealing key insights into user behavior.