Research & Development

Time-Sensitive Networking | AI/ML | Systems Engineering

Research Areas

Time-Sensitive Networking

IEEE 802.1 TSN standards, real-time communication, deterministic networking

802.1Qbv 802.1CB PTP

Machine Learning

Graph Neural Networks, Reinforcement Learning, Network Optimization

GNN PyTorch RL

Embedded Systems

NXP S32G, Microchip LAN9662, Real-time Linux, Yocto Project

Linux RTOS Yocto

Recent Posts

Projects

GNN Research

Graph Neural Network implementations for network optimization

PyTorch Graph Theory Deep Learning

About

Researcher and developer focused on Time-Sensitive Networking and AI/ML applications in real-time systems. Currently working at KETI (Korea Electronics Technology Institute) on next-generation networking technologies.

Areas of expertise include IEEE 802.1 TSN standards implementation, embedded systems development, and machine learning applications for network optimization.

Technical Skills

C/C++ Python Rust Linux Kernel PyTorch Docker Git
10+
Research Papers
5+
Open Source Projects
3+
Years Experience

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