gc. All research

Intelligence at the edge

Designing lightweight inference and secure IoT systems for devices with limited computing resources.

SENSOR DATACOMPACT MODELTIMELY FEEDBACK
SENSING → INFERENCECONCEPTUAL SCHEMATIC

Overview

Turning sensor data into timely feedback means working within the limits of small devices. This direction focuses on compact models for time-series prediction and movement recognition, alongside secure data exchange in connected systems.

Curling trajectory prediction and wearable animal sensing provide practical settings for this work. They connect questions about model design with the needs of interactive sensing applications.