Darragh Glavin, Ph.D. Email & Phone Number

Los Angeles, California, United States

County Limerick, Ireland

• Designed and implemented a machine learning pipeline to optimize mental health screening questionnaires using supervised learning algorithms.• Developed an interactive web application for deploying machine learning frameworks to external users.• Applied unsupervised learning algorithms to cluster patient recovery trajectories.• Presented research methodologies and results to interdisciplinary collaborators.

Amsterdam, North Holland, Netherlands

• Developed optimal ultra-brief screening questionnaires for a large-scale mental health survey, enhancing the efficiency of trial recruitment compared to the current state-of-the-art.• Conducted A/B tests in a trial to validate newly developed questionnaires.• Integrated logistic regression models into the Qualtrics survey platform for real-time deployment.• Conveyed machine learning concepts and results to psychology researchers, facilitating interdisciplinary collaboration.

• Classified patients with and without Chronic Obstructive Pulmonary Disease (COPD) using supervised machine learning and analyzed feature importance.• Clustered patient COPD severity levels using medical data from the UK Biobank.• Utilized SQL, Python, and R interchangeably for data pre-processing, visualization, and statistical and machine learning analyses.• Collaborated with a team to develop a machine learning pipeline, employing version control systems to manage and track changes effectively.

County Galway, Ireland

• Conducted product design and test engineering for Thermo King's Aftermarket department.• Executed in-house and field trial tests on various products and unit configurations.• Analyzed test data and solar panel field battery data to optimize performance.• Prepared detailed reports on completed tests and customer reports on solar panel connections to trailer batteries.

County Limerick, Ireland

• Led a class of first-year students at the University of Limerick, guiding them through Java programming concepts and coding fundamentals.• Facilitated peer-based problem-solving sessions to enhance learning and understanding of software modules.• Provided exercise sheets to encourage hands-on practice and application of theoretical knowledge.

County Clare, Ireland

• Working as part of a team of lifeguards to supervise beach goers, spotting hazards, preventing accidents.• Communicating with members of the public and educating them on safe water practice.• Commencing water rescue and appropriate first aid, including CPR, when required.

Co.Clare, Ireland

Doctor Of Philosophy - Phd, Data Science/Machine Learning

Title - A Data-driven and Machine Learning-based Optimization of Ultra-brief Questionnaires for Common Mental Health Disorders..

Bachelor Of Engineering - Beng, Electronic And Computer Engineering, First Class Honours

Thesis - Investigated recurrent neural networks for the multiclass classification of sleep quality and prediction of sleep quantity based.

Junior And Leaving Certificate