Summary
Overview
Work History
Education
Additional Information
Certification
Teaching Experience
Timeline
Skills
Hi, I’m

Ellen Jieun Oh

AI Engineer - Computer Vision
Pohang-si
Ellen Jieun Oh

Summary

Artificial Intelligence and Computer Vision

Resourceful Artificial Intelligence Engineer in computer vision field with 5 years of vast research experience including object detection of robot vision, image enhancement, and classification. Extensive knowledge of AI frameworks, libraries and computer vision. Collaborative team player possessing problem-solving skills and collaboration capabilities.

Overview

5
years of professional experience
7
years of post-secondary education
5
Certificates
2
Languages

Work History

POSTECH Medical Imaging and Vision Lab (Ph.D. WonHwa Kim) and Mediwhale
Pohang

Unpaired Retina Image Enhancement
12.2021 - 06.2023

Job overview

  • Unpaired image enhancement using wavelet scattering transform
  • Poster presentation: "Retina Image Enhancement using Wavelet Scattering Transform"(1st author), 35th Workshop on Image Processing and Image Understanding , 2023 (Awarded Encouragement Award)
  • Under review at international conference (1st author)

Korea Institute of Science and Technology (Ph.D. Kang Geon, Kim)
Seoul

Aid Bot and Farm Bot Vision
03.2021 - 08.2021

Job overview

  • [Aid bot] Object detection - find objects that need sterilization
  • [Aid bot] Published a paper to MDPI 2021 (3rd author) "Standard for the Quantification of a Sterilization Effect Using"


  • [Farm bot] Object detection -find branching points of tomato using YOLO v5

Ewha Womans University (Ph.D. Seok Chang, Ryu)
Seoul

Micro Needle Operation System
07.2020 - 03.2021

Job overview

  • Detect hand posture using ArUco marker
  • Build virtual environment using Unity

Ewha Womans University and Catholic hospital (Ph.D. Taehoon Shin, Yoonho Nam)
Seoul

Stroke Classification
07.2019 - 12.2019

Job overview

Detect certain points of brain blood vessel using fast ai (including preprocessing MRI images)

Ewha Womans University & Yonsei Severance (Ph.D. Taehoon Shin, Hwiyoung Kim)
Seoul

Elbow Fracture Detection
11.2018 - 08.2019

Job overview

  • Detection of pediatric humerus supracondylar elbow fractures point with X-Ray images using CNN (including preprocessing the x-ray images)

Ewha Womans University and Catholic hospital (Ph.D. Taehoon Shin, Yoonho Nam)
Seoul

Automation of Documenting Verbal Diagnoses
06.2018 - 11.2018

Job overview

  • Preprocessed verbal diagnosis by doctors using Goldwave

Education

Pohang University of Science And Technolo(POSTECH)
Pohang-si, Republic Of Korea

Master of Science from Artificial Intelligence
09.2021 - 08.2023

University Overview

  • GPA: 4.05 / 4.3
  • Medical Imaging and Vision lab (Ph.D. Wonhwa Kim)

Ewha Womans University
Seoul, Republic Of Korea

Bachelor of Science from Mechanical and Biomedical Engineering
03.2017 - 08.2021

University Overview

  • Major GPA: 4.19 / 4.3, Overall GPA: 3.93 / 4.3
  • Magna Cum Laude

Carlow University
Pittsburgh, PA, USA

Exchange Student
01.2020 - 05.2020

University Overview

  • List of lectures listened to : Data Analytics, Psychology, Advertising , Excel Application, Biology and Yoga

Additional Information

Additional Information
  • Participated in ‘Leadership Competency Reinforcement 3th course', POSTECH, 2022
  • Founded school Badminton Club 'JB', POSTECH, 2022
  • Member of the Surfing Club 'Surf', POSTECH, 2022-2023
  • Participated in ICT CoC-Hackathon, Ministry of Science and ICT, National IT Industry Promotion Agency, 2019
  • Member of the Robot Club 'E-Bot', Ewha Womans University, 2018-2019
  • Participated in Global Field Training to California, Ewha Womans University, 2018
  • Member of the Discussion Club 'CUBE', University Union , 2017
  • Member of the Engineering Student Council ‘ELF’, Ewha Womans University, 2017

Certification

Poster Presentation Award (Encouragement Award), 35th Workshop on Image Processing and Image Understanding

Teaching Experience

Teaching Experience

 [POSTECH]

  • TA for "Data Mining (CSED526)", 2022
  • TA for "7th POSCO Group AI Utilization Expert Training Course (AI basics class)", 2022
  • TA for "4th HuStar Innovation Academy AI/SW (AI class)", 2022


[Ewha Womans University]

  • TA for "Electrical Engineering for Mechanical Engineers ", 2019


[Personally]

  • Extracurricular tutor for 'high school Mathematics, Science, and English', 2017-2021

Timeline

Poster Presentation Award (Encouragement Award), 35th Workshop on Image Processing and Image Understanding

02-2023
Unpaired Retina Image Enhancement
POSTECH Medical Imaging and Vision Lab (Ph.D. WonHwa Kim) and Mediwhale
12.2021 - 06.2023
Pohang University of Science And Technolo(POSTECH)
Master of Science from Artificial Intelligence
09.2021 - 08.2023
Aid Bot and Farm Bot Vision
Korea Institute of Science and Technology (Ph.D. Kang Geon, Kim)
03.2021 - 08.2021
Micro Needle Operation System
Ewha Womans University (Ph.D. Seok Chang, Ryu)
07.2020 - 03.2021

Exchange Student Program Scholarship, Ewha Womans University

03-2020
Carlow University
Exchange Student
01.2020 - 05.2020
Stroke Classification
Ewha Womans University and Catholic hospital (Ph.D. Taehoon Shin, Yoonho Nam)
07.2019 - 12.2019

Excellence award of study 1, Ewha Womans University

03-2019
Elbow Fracture Detection
Ewha Womans University & Yonsei Severance (Ph.D. Taehoon Shin, Hwiyoung Kim)
11.2018 - 08.2019

Global Field Training Scholarship

07-2018
Automation of Documenting Verbal Diagnoses
Ewha Womans University and Catholic hospital (Ph.D. Taehoon Shin, Yoonho Nam)
06.2018 - 11.2018

H ELTEC excellent student

09-2017
Ewha Womans University
Bachelor of Science from Mechanical and Biomedical Engineering
03.2017 - 08.2021

Skills

Pytroch

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Ellen Jieun OhAI Engineer - Computer Vision