Projects
I've worked on tons of little projects over the years but these are the ones that I'm most proud of. Many of them are open-source, so if you see something that piques your interest, check out the code and contribute if you have ideas on how it can be improved.

Oasis Bank Churn Analysis
Churn Analytics with PySpark at Oasis Bank

GMS’s Promotion Analysis
Optimizing Promotions for Maximum Engagement

Supermarket Analysis Dashboard
Mapping Profit Hotspots: A Journey Through Data Landscapes

UniRank
Empowering Education with Data-Driven Program Rankings

Global Crisis Impact Analysis
Decoding Global Trends to Navigate Through Crises

Fredrick Hospital Data Analysis
Enhancing Healthcare Delivery with Data Insights

E-Commerce Data Analysis
Crafting Data-Driven Decisions for E-Commerce Growth

Walmart Data Analysis
Unveiling Retail Insights to Boost Sales Strategy