Experience

Pro2Future GmbH

• Austria
• Research
• 1 - 100 Employee

• Deep Learning Intern

  • Oct 2021 - Present

  -Implementation of edge/corner points detection and open curve proposal of PIE-NET(Wang et al.,2020) based on PointNet++-Setting up a deep learning pipeline based on detection and proposals to extract tunnel profile data e.g. orthogonal cross sections, center axis points approximation(+curve fitting) based on tunnel point cloud data-Processing the ABC Dataset(Koch et al., 2019) to validate the pipeline-Preparation for regular meetings with project partners-(next) Implementation of curve decompositions and research publications



Pro2Future GmbH

• Austria
• Research
• 1 - 100 Employee

• Deep Learning Intern

  • Jan 2021 - Mar 2021

  -Setting up pipelines to train/evaluate object detection models in the framework of Tensorflow2 Object Detection API and Detectron2 to detect objects in tunnel images -Setting up pipelines to train/evaluate object detection models in the framework of Tensorflow2 Object Detection API and Detectron2 to detect objects in tunnel images



TU Dortmund University

• Germany
• Higher Education
• 700 & Above Employee

• Studentische Hilfskraft, Lehrstuhl12, Fakultät Informatik

  • Jun 2019 - Oct 2020

  - Building a prototype based on Python from what's once already implmented in C++ so that users can compare several face recognition algorithms (e.g. Eigenfaces, Fisherface, LBP faces) and detect faces real time-Implementation of VGG16 face recognition demo-Implementation of FASTER R-CNN face detection and recognition demo in framework of PyTorch-Minor UI developments(PySide2, PyQt) - Building a prototype based on Python from what's once already implmented in C++ so that users can compare several face recognition algorithms (e.g. Eigenfaces, Fisherface, LBP faces) and detect faces real time-Implementation of VGG16 face recognition demo-Implementation of FASTER R-CNN face detection and recognition demo in framework of PyTorch-Minor UI developments(PySide2, PyQt)



American Forces Network

• Broadcast Media Production and Distribution
• 1 - 100 Employee

• Broadcast Producer

  • Jul 2012 - Feb 2014

  -Military obligation, KATUSA(Korean Augmentation to the US Army) Sergeant -Military obligation, KATUSA(Korean Augmentation to the US Army) Sergeant