• Implemented signal processing and filtering methods to extract cardiac physiological response measurements (PRFs) from raw fMRI data• Containerized code and data for parallel deployment using Docker, reducing run time by over 60% Python, MATLAB, bash• Wrote new optimization functions and refactored scripts to access and process ingested data efficiently, resulting in a 28% reduction of data access times and easily interpretable code

• Assessed implementation feasibility of Continuous Integration for computational reproducibility and co-authored -- Scientific Tests and Continuous Integration Strategies (https://dl.acm.org/doi/10.1145/3322790.3330595)• Tested reproducibility of articles from the Journal of Computational Physics and Material Science and co-authored -- An Empirical Evaluation of Computational Reproducibility (https://dl.acm.org/doi/10.1145/3214239.3214242)• Decreased result verification time by 60\% by automating parameter testing, plot generation and result validation leading to the co-authorship of -- Introducing Three Principles and the Reproduction Package in the Philosophical Transactions A (https://royalsocietypublishing.org/doi/10.1098/rsta.2020.0069)