Research Assistance, Thomas Jefferson University, Sidney Kimmel Cancer Center, Cancer Genomics and Bioinformatics Core, 2024
Pipelining sequencing data through multiple analysis software to understand the mutational pathways of non-cancerous skin samples from cancerous patients. Results add bioinformatical support to research hypothesis.
MSc Thesis, The University of Manchester, 2024
Using a new unified theory of ensemble diversity to enforce diversity in model training, and explore previous literature attributing ensemble success to diversity without an exact measure of this diversity.
Research Investigation, Met Office, Informatics Lab, 2023
Correlating between open source climate indices and ERA5 weather to investigate if a climate index can explain an extreme in weather.
Undergraduate Final Project, The University of Manchester, 2022
Investigating LSTM variants in the NER Literature to analyze the impact on model performance. Variants include embedding methodology, conditional random fields, or LSTM hyperparameters.
Natural Language Understanding Project, The University of Manchester, 2022
Using literature on successful Authorship Attribution applications to explore potential for attributing lyrics to artists and song similarity.