My Portfolio – Nangosyah Tom Wellard

Formula One Performance DNA (Japan Update)

After the first two races I published a performance tier analysis that used sector times, top speed, qualifying pace, and race pace to cluster the eleven 2026 teams into…

Mapping Formula One Performance Tiers with Hierarchical Clustering

My journey with Formula 1 dates back to secondary school. My siblings and I grew up sitting with our dad in the living room, watching these cars go around circuits on…

Kampala’s Transit Network

What a 2019/20 dataset reveals about how Uganda’s capital moves

urban transport

This analysis is based on a publicly released dataset of Kampala’s Greater Metropolitan Area (GKMA) paratransit network, collected by a consortium of urban transport…

Symptom Extraction Using LLMs on the Vlaams Supercomputer

tutorials

I completed a 3-month internship with the Data Science Institute (DSI), UHasselt, exploring how open-source large language models (LLMs) running on high-performance…

Is 4/20 Dangerous for Driving? A Look at U.S. Fatal Car Crashes

tidy tuesday

April 20th commonly known as “4/20” is an informal, globally recognized holiday celebrated by cannabis enthusiasts. In the United States in particular, the day features…

Exploring the Diagnostic and Prognostic Potential of OCT Data in Multiple Sclerosis

tutorials

Machine learning (ML) is transforming Multiple Sclerosis (MS) diagnosis by leveraging Optical Coherence Tomography (OCT) data to assess retinal changes linked to…

Model Based Clustering of High Dimensional Longitudinal Data

mixed models

Using Model based Methods for clustering longitudinal high dimensional data, we used mixture models to classify peptides with similar deuterium exchange profiles overtime.…

Exploring the relationship between microbial composition and sample type using correspondence analysis

microbiome

correspondence analysis

The microbiome is the collection of microorganisms that live together in a particular place (e.g. river, soil, skin, gut,etc). With modern technologies we can identify…