Selected work
A running log of experiments, tools, and case studies. Some finished, some still in the notebook.
Product
A CV and cover letter engine built on a knowledge base of everything I have ever done. It finds the transferable parts of my background when a role looks nothing like my last one, and scores how well I actually match.
Classification
Roughly one in four fee obligations at my school went unpaid, and we only found out after the term had already gone wrong. This predicts who is at risk in week one, so the conversation can happen early. Presented at IndabaX Ghana.
Machine learning
Mobile money fraud detection under severe class imbalance, with the full MLOps stack behind it. The interesting part was not the model. It was learning that a beautiful ROC-AUC can hide a useless system.
Tool
I do not really read physical books, and I did not want to rent my library from a subscription. So I built an audiobook player that turns any document into audio, offline, on my own machine.
In progress
Parents ask where the school bus is. Nobody can answer. Troute is a live tracking system for the school's buses, so pickups and dropoffs stop being a guessing game.
