Portfolio

A selection of my work — more on GitHub

Featured Projects:

Data Analysis

Data Analysis with Python

End-to-end data analysis pipeline — data cleaning, exploration, statistical summaries, and visual insights using Pandas and Matplotlib.

Python Pandas Matplotlib Jupyter

Machine Learning

ML Classification Model

Built and evaluated a supervised classification model using scikit-learn — covering feature engineering, cross-validation, and performance metrics.

Scikit-Learn NumPy Python

Front-End Development

Personal Portfolio Site

Designed and built a responsive portfolio website from scratch — custom layout, animations, and styling without any frameworks.

HTML5 CSS3 JavaScript

Data Visualisation

Exploratory Data Visualisation

Interactive visual analysis of a real-world dataset using Seaborn and Matplotlib — uncovering patterns, outliers, and distributions.

Seaborn Matplotlib Pandas

Machine Learning

Regression Analysis Project

Trained a regression model to predict continuous outcomes from structured data — includes hyperparameter tuning and residual analysis.

Scikit-Learn NumPy Jupyter

Front-End Development

Mwalimu Mtaani

A community-driven platform connecting students with local A community-driven platform connecting students with local educators to move learning from formal institutions directly into the neighborhood ("mtaani").

HTML5 CSS3 Responsive
See Everything

These are just a few highlights. All my projects, notebooks,
and experiments live on GitHub.

View GitHub Profile