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Introduce.

안녕하세요? ML & MLOps Engineer, 김형석입니다.

Skill.

Programing Language

  • Python
  • C#
  • C++

ML

  • PyTorch
  • TensorRT, Tirton, ONNX-Runtime
  • AWS Inferentia, Furiosa Warboy

Multi-Processing

  • AsyncIO
  • Ray
  • gRPC

MLOps, CI/CD

  • MLFlow
  • Docker & Docker-Compose
  • Github & Github Action

Computer Vision

  • OpenCV
  • MIL
  • Cognex

ect.

  • Poetry, pipenv, pyenv
  • FastAPI
  • WPF, Streamlit

HyeongSeok Kim's Projects

app.drivingsafetyassistancesystem icon app.drivingsafetyassistancesystem

Monocular 3D Object Detection을 사용하여 초보 운전자가 혼자 도로를 주행할 때 끼어들기나 전방 차량과의 거리에 대한 위험을 알려주는 시스템

fork.timm icon fork.timm

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

onnxruntime icon onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

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