Iām an AI engineer and researcher, currently working as a Postdoctoral Researcher at the University of Galway on the ATHENA project. The project focuses on detecting drunk and impaired drivers using multimodal sensors primarily thermal IR cameras and deploying the resulting models on edge devices.
My PhD was at Soongsil University in Seoul, where I worked on Generative Adversarial Networks (GANs) for domain translation, style transfer, and character skeletonization. After graduating I joined DeltaX.ai in Seoul, building computer vision systems for the automotive industry: in-cabin monitoring (ICMS), advanced driver assistance (ADAS), and smart factory inspection.
More about my background and research is on the About page.
News
2026-01 Co-instructing postgraduate module CT5227: AI Model Deployment at the University of Galway.
2025-11 Joined the ATHENA Project as a Postdoctoral Researcher at the University of Galway, focusing on impaired driver detection with thermal cameras, VLM evaluation, and open-vocabulary detection for driver monitoring systems.
2024-01 Paper published: Learning font-style space using style-guided discriminator for few-shot font generation. Expert Systems With Applications, 242, 122817.
2023-03 Joined DeltaX.ai as an AI Engineer, working on in-cabin monitoring systems (ICMS), ADAS, smart factory vision, and edge AI deployment.
2023-02 Completed Ph.D. in Computer Science & Engineering at Soongsil University, Seoul, South Korea.
2023-01 Paper published: Exploiting mixing regularization for truly unsupervised font synthesis. Pattern Recognition Letters, 169, 35ā42.
2022-06 Presented FontNet at the AI for Content Creation (AI4CC) Workshop, CVPR 2022.
2022-01 Paper published: Real-time high quality font generation with conditional GAN. Expert Systems with Applications, 213, 118907.