Brief Biography
My work develops efficient, real-time AI for Advanced Driver Assistance Systems (ADAS) by bridging interior driver monitoring with exterior scene perception. It utilizes knowledge distillation to compress large vision models for automotive hardware and introduces multi-task architectures for holistic context awareness. Finally, it proposes a cooperative perception framework that grounds driver attention into the external environment, enabling a unified understanding of driver intent and road safety on resource-constrained devices.
Background and Position
Research Areas