Spring 2025 Semester
Meet the Edge Computing Group – Spring 2025! 🎉 Excited to share this semester’s incredible team.
Andrea showcased her poster titled: “Energy-Efficient Autonomous Traffic Management for Disaster Resilience in Puerto Rico.”
Her work focuses on compressing machine learning models to run on low-power controllers, ensuring that traffic lights can remain operational even during blackouts or hurricanes. By enabling car detection models to function on battery-powered systems, her research addresses a critical need for disaster resilience in Puerto Rico.
Fall 2024 Semester
Jacob M. Delgado López, undergraduate student, delivered a fantastic lecture on his research with TensorRT and Nvidia Jetson Orin platforms, diving deep into how these technologies optimize machine learning on the edge.
Sebastián A. Cruz-Romero followed up with an engaging session on CoreML, where he shared insights into Apple’s machine learning framework.
To wrap it up, Sebastian demonstrated a CoreML classification model using MobileNet in his iPhone 12. We laughed when the output stated I was wearing a military uniform (31.3%) or a bulletproof vest (7.5%). In reality, I was just in a green long-sleeve!