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

KETI Meeting Room System

Real-time meeting room reservation dashboard with multiple UI themes

JavaScript HTML/CSS REST API

TSN Simulator

Time-Sensitive Networking simulation and analysis tools

Python OMNeT++ Network Simulation

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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