Skip to content
View MrSyee's full-sized avatar
  • Smilegate
  • Seongnam, Gyeonggi, Korea

Block or report MrSyee

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
MrSyee/README.md

Linkedin Badge Facebook Badge Tech Blog Badge

πŸ‘‹ Welcome! I'm Kyunghwan Kim.

  • Machine Learning Engineer and Software Developer
  • πŸ“« How to reach me [email protected]

πŸ”­ I’m currently working on

  • 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.

🌱 Interests

  • 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

Β MrSyee

Pinned Loading

  1. SAM-remove-background SAM-remove-background Public

    Extract objection and remove background application using Segment Anything Model(SAM).

    Python 90 6

  2. medipixel/rl_algorithms medipixel/rl_algorithms Public

    Structural implementation of RL key algorithms

    Python 509 63

  3. Curt-Park/rainbow-is-all-you-need Curt-Park/rainbow-is-all-you-need Public

    Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

    Jupyter Notebook 1.9k 335

  4. pg-is-all-you-need pg-is-all-you-need Public

    Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

    Jupyter Notebook 871 120

  5. pokemon_story_generator pokemon_story_generator Public

    μ–‘μž¬ AI μ‹€λ¬΄μž ꡐ윑 6μ‘° ν”„λ‘œμ νŠΈ

    Jupyter Notebook 22 9

  6. dl_apps dl_apps Public

    μ±… "μ“Έλͺ¨μžˆλŠ” AI μ„œλΉ„μŠ€ λ§Œλ“€κΈ°"μ—μ„œ μ†Œκ°œν•˜λŠ” μ˜ˆμ œλ“€μ„ μ •λ¦¬ν•œ 레포

    Jupyter Notebook 6 7