Mincheol's Skill

Algorithm

• • Data science

    • AI / optimization / statistical analysis to analyze the data in sunlight generation industry

  • Computer graphics (geometric modelling)

    • Surface reconstruction from unorganized scanned point sets / Mesh and point sets processing

• • Computer vision

    • Metrology / Inspection (SEM image / depth and color image)

    • Tracking / Detection / Event detection

  • Machine learning  application (AI)

    • AI (including deep learning) for data science (sunlight generation industry)

    • Machine learning /statistical modelling for computer graphics (esp. surface reconstruction)

    • Machine learning (deep learning) for computer vision (esp. inspection / surveillance)

Application Field

• • Sunlight generation industry

  • Digital dentistry (CT data manipulation, Tooth design CAD, Implant planning)

  • Machine vision for semiconductor(SEM image) / PCB board(color and depth image)

  • Surveillance

Algorithm implementation

• • Python (TensorFlow and Pytorch) / MATLAB

  • Optimization library and solver (Pyomo, Gurobi, OrTool)

  • C / C++ (modern C++ , STL and MFC)

  • OpenGL / OpenCV

Algorithm acceleration

• • Parallel processing implementation using GPU (CUDA) / SIMD

Software engineering

• • GIT / SVN / Design pattern / Object oriented design / Jenkins / redmine 

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