- Machine Learning Engineer and Software Developer
- π« How to reach me khsyee@gmail.com
- Smilegate (Oct 2023 ~ Present)
- Working on AI API service using generative models.
- Annotaion AI (Aug 2022 ~ Aug 2023)
- Working on API service for image processing features based on deep learning models.
- Implemented applications of state-of-the-art computer vision foundation models.
- Served fast and scalable ML model w/ Triton.
- Deployed ML inference service w/ Docker and Kubernetes.
- Onepredict (Jun 2021 ~ Aug 2022)
- Worked on defect or deterioration detection monitoring service based on signal data analysis(w/ ML) for motors of industrial equipment.
- Implemented API server to provide diagnostic algorithms and ML model results in real-time.
- Constructed and deployed the entire service using AWS ECS, EC2 LoadBalancer, Route53, and CloudFormation.
- Medipixel (Jan 2019 ~ Jun 2021)
- Worked on an automatic surgical manipulator project with Deep Reinforcement Learning methods.
- Implemented core deep-RL algorithm to control the robot for moving guidewire.
- Implemented system pipeline including a pre-processed image from X-ray video(CAG), neural network models for actions of the robot, and communication to control the robot.
- Python, Golang
- API service w/ Deep learning model.
- ML/DL modeling: Computer Vision, Reinforcement Learning, NLP
- Co-working with git
- Soft-skils: Mentoring, Managing Team
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