About

Aaron Dunmore is a highly skilled Software Developer at Epic with a focus on machine learning engineering. He is a Master's student with a specialization in Public Policy Management and Data Analytics from Carnegie Mellon University. Aaron has 2.94 years of relevant experience in the field of software engineering, machine learning, and data analytics. Aaron has worked as a Teaching Assistant at Carnegie Mellon University School of Computer Science, where he supported a 70-person graduate course in applied machine learning. He managed the course computing infrastructure, automated infrastructure management tasks with Python, and planned and led technical seminars teaching software development skills. He also performed code reviews and provided ad-hoc technical support to student teams building end-to-end machine learning pipelines in Python. As a Machine Learning Intern at Data Science for Social Good, Aaron built a machine learning pipeline to connect applicants to GetCalFresh, the California SNAP application portal, to other social services. He collaborated with a team of data scientists to build and implement an end-to-end machine learning pipeline that trained, validated, evaluated, and productionized machine learning models to identify applicants in need of supplementary social services. He also developed a database backend to store training artifacts for pipeline debugging and model evaluation. Aaron's educational background includes a Bachelor of Arts in Economics and Mathematics from Eastern Mennonite University and a Master of Science in Public Policy Management and Data Analytics from Carnegie Mellon University. He has a strong tech stack that includes software engineering, machine learning, Python, AWS, infrastructure, ETL, and backend development. Overall, Aaron is a talented and experienced software developer with a passion for machine learning and data analytics. He has a proven track record of building robust data systems to solve public policy problems and is always looking for new challenges to expand his skill set.