Juhyung Son is a Founding Engineer with nine years of experience building cloud-native ML infrastructure and production model serving platforms across South Korea. He has deep hands-on expertise in Kubernetes (kubespray, kubeadm, EKS), MLOps, and GPU cluster orchestration for large-scale distributed training and on-premise/secure environments, gained at Upstage and KakaoBrain. Juhyung blends research-oriented instincts from early multimodal deep learning work at NAVER WEBTOON with pragmatic platform engineering, shipping systems that integrate KServe/Triton, Prometheus/Grafana, and automated ML pipelines. Now co-leading product and architecture at P2ACH.AI and contributing as an approver to k8sgpt.ai, he focuses on making complex ML workflows reproducible and deployable. Collected training-platform experience and a mathematics background give him a methodical approach to performance and reliability that often shows up in operational detail rather than just code.
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