Dylan Plummer

Dylan Plummer

Applied machine learning research in genomics focused on 3D genome architecture and gene regulation

Thesis Copromoter: Hogeschool Gent

Mentorship, HOGENT University of Applied Sciences and Arts, Ghent, Belgium, 2024

  • Advised undergraduate student in developing a computer vision pipeline for jump rope judging
    • Athlete localization and tracking using a finetuned YOLOv8 model
    • Trick segmentation and classification using a finetuned video transformer

  • Aided in background research, implementation, model training experiments, and thesis writing

  • Thesis was accepted to GÉANT Networking Conference (TNC25) in Brighton, UK

  • Technology is being explored by the International Jump Rope Union for integration into competitions