Learning Data Science, a textbook.

End-to-end MLOps pipeline for loan default prediction using Airflow, MLflow, Vertex AI, Cloud Run, and Terraform.

Unsupervised clustering and PCA analysis of African-origin compounds using KMeans (k=4). The project identifies molecular feature patterns, visualizes clusters in reduced PCA space, and extracts representative compounds for each group.

Machine Learning project predicting used car prices using Linear and Lasso Regression with Python (pandas, scikit-learn, seaborn, matplotlib).

"This project analyzes Kenyan court case outcomes using historical data to identify trends in case types, outcomes, and durations. The analysis aims to provide insights into the efficiency and outcomes of the Kenyan legal system, with visualizations and summary statistics."