Featured Project
Student Performance Risk Assessment
An education analytics tool designed to support teachers and schools in identifying learners who may require early academic intervention under Uganda’s competence-based curriculum.
Built as an end-to-end learning support system combining feature engineering, machine learning, and an interactive web interface to assist educator decision-making.
Try ItLearning Notebooks & Explorations
Selected hands-on notebooks that demonstrate how I think through problems, explore data, and build foundational models — useful for teaching, workshops, and practical learning.
House Price Prediction Exploration
A hands-on Colab notebook that demonstrates building and interpreting a simple linear regression model to predict house prices based on location and size — ideal for illustrating regression concepts.
View Notebook →Car Sales — Data Exploration
Exploratory analysis of car sales data focusing on trends, patterns, and insights. Great for understanding data preparation and visualization practices in real scenarios.
View Notebook →Student Performance Modeling
A logistic regression notebook predicting student performance, exploring model building, evaluation, and interpretation — useful for both analytics and teaching foundational ML.
View Notebook →APP SCREENSHOT ( WITH DUMMY DATA)
A production-grade analytics and operations dashboard used for managing sales, inventory, and credit tracking. Designed for real-world use with operational reporting and role-based access.
