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Derek Allman is a Machine Learning Engineer at Johns Hopkins University Applied Physics Laboratory, with 6 years of experience in computer vision, object detection, and MLOps. Previously, they served as a Graduate Research Assistant at Johns Hopkins University, where they designed a deep learning pipeline and published peer-reviewed journal papers. Prior to that, Derek worked as a Student Research Assistant at The Ohio State University, developing tracking algorithms and firmware for clinical trials. They have also held internships at Cisco and NASA Glenn Research Center, contributing to hardware evaluations and engineering projects.