01
Edge AI
Efficient inference and practical machine learning beyond the cloud.
03 / Research direction
From the cloud
to the edge.
Exploring how intelligent applications can become more responsive, private, and available when computation happens closer to the people and devices using it.
01
Intelligence in motion
Small devices.
Big questions.
My graduate work looks at efficient model design, real-time inference, computer vision, and hardware-aware systems for practical deployments.
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INTELLIGENCE / IN MOTION02
Computer Vision
Visual classifiers that turn data into decisions for real environments.
03
Embedded Systems
Hardware-aware design with microcontrollers, sensors, and automation.