Machine Learning Engineer
Current- At SK hynix, I have worked on machine learning model development for failure prediction, quality management, and process optimization. Here are the main projects and roles:[Projects and Roles]1. Computer Vision Model.
- Developed computer vision models using PyTorch and OpenCV frameworks.
- Deployed and served models on private cloud platforms.
- Performed multi-model inference using GPU clusters in a Kubernetes environment.
- Implemented version control and automated deployment using Jenkins and Git-based CI/CD pipeline.2. Image Super Resolution Product Development for Semiconductor Failure Analysis (22.01~23.01)
- Led the project, defining problems and establishing the product roadmap.
Jan 2020 - Present
