Loan Default Prediction

GreenLeaf Performance Dashboard

This analyzes sales performance for GreenLeaf, comparing YTD vs. PYTD metrics. It includes key insights on bottom-performing countries, products, and profitability segmentation. Using DAX calculations and dynamic switch measures between Sales, Gross Profit, and Quantity for deeper insights.

Movie Recommendation System | ALX Kaggle Challenge (2024)

Developed a movie recommendation system using collaborative filtering as part of the ALX Kaggle Challenge (2024). Evaluated model performance using RMSE and applied machine learning techniques to personalize recommendations.

Healthcare Data Cleaning Using Python

Real-world data is often messy and unreliable. For this project, I cleaned and preprocessed a raw healthcare dataset with missing values, inconsistent date formats, and incorrect condition-to-medication mappings. Using Python, I ensured the dataset's quality and readiness for analysis.

CareerFit

To address the issues of unemployment and underemployment among youth in Ghana, my team and I (career fit team) developed a job-matching app that connects youth with decent fair paying job opportunities based on their skills and qualifications while facilitating mentorship and skills development.