My Portfolio – Nangosyah Tom Wellard

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…

Tom Wellard Nangosyah

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

TidyTuesday

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…

Tom Wellard Nangosyah

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…

Tom Wellard Nangosyah

Music Dashboard: Stream & Play Music from Spotify

Dashboards

This interactive dashboard allows you to explore and listen to my curated playlist of music that I love.

Tom Wellard Nangosyah

Using the Tidy-models suite for Machine Learning

Machine learning

Tidy-models

The content of this tutorial is primarily based on the book “Tidy Modeling with R” by Max Kuhn and Julia Silge (2021). The analysis scheme also follows the approach outlined…

Tom Wellard Nangosyah

Model Based Clustering of High Dimensional Longitudinal Data

Linear Mixed Models

Mixture Models

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

Tom Wellard Nangosyah