My Expertise
I am a Software Developer & Researcher at FriendliAI. I got a Master's degree in computer science under the guidance of Prof. Byung-Gon Chun in Software Platform Lab, Seoul National University. I have expertise in MLOps, cloud computing and distributed machine learning training for hyper-scale AI models.
MLOps
I've built and managed the distributed ML training pipeline system that orchestrates multiple Deep Learning jobs on on-premise and cloud clusters.
Deep Learning
My main research field is the deep learning system. Currently, I am working on building systems for large-scale distributed training and inference.
Full-Stack Skills
I have full-stack development experiences to build and deploy ML-pipelined web services, and familiar with the most of features provided by various cloud computing services, including Azure, GCP and AWS.