Dr. Armstrong is a mixed-method researcher in the intersection of software ecosystems sustainability, release engineering — AI/ML/Dev-Ops, Certifiability of deep learning models, software engineering for machine learning Applications, natural language processing — Large language models (LLM), human-centered design, human-computer interaction, mining massive software repositories and datasets — data science, empirical software engineering, edge/cloud computing. Skills in robotics and automation.