Curriculum Vitae

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Education

Ph.D. in Applied Bioengineering
@ Feb. 2025

Seoul National University, Seoul, South Korea (Advisor: Jong Hyo Kim)

[Dissertation] Uncertainty Minimization for Automated Seg-Hallucination Surveillance and Correction

B.S. in Manufacturing Systems & Design Engineering
@ Jun. 2018

Northumbria University at Newcastle, Newcastle upon Tyne, UK

Graduated with First-class Honours

Professional Experience

AI Developer
Mar. 2022 - Jul. 2025

ClariPi Inc.

Team Manager of Predictive AI Research Team

  • Supervising and Leading an AI research team with 4 members
  • Serving as a software engineer in healthcare, responsible for developing AI-based medical image processing algorithm.
  • Maintenance and optimization of automated AI-based image processing system.
  • Responsible for the development of predictive AI using key imaging biomarkers acquired from medical imaging modalities (e.g., Radiography, CT or MRI).

Research Scientist
Jan. 2019 - Feb. 2025

Biomedical Research Institute, Seoul Nat. Univ. Hospital

AI Researcher for Medical Image Processing & Data Analysis

  • Collaborated with Clinicians in Dept. of Radiology & Radiation Oncology
  • Published 10+ papers (Journals & Conferences)
  • Filed 2 patents (1 registration and 1 application)

Skills

Programming Languages

Python (Advanced) C/C++ (Intermediate) Rust (Beginner) Swift (Beginner)

Deep Learning Frameworks

PyTorch (Advanced) TensorFlow (Intermediate) ONNX (Advanced) TensorRT (Intermediate)

Domain Knowledge

Medical Physics for X-ray (Advanced) Medical Physics for CT (Advanced) Medical Physics for MRI (Intermediate) Computer Vision (Advanced) Medical Image Processing (Advanced) Statistics (Advanced) Data Science (Advanced) Radiology (Intermediate) Radiomics (Intermediate)

Awards & Honors

Certificate of Merit Poster Award
Dec. 2nd, 2024

Radiological Society of North America (RSNA) in USA

Recognizing exceptional promise in Radiological AI research

Excellence Poster Award
Jan. 17th, 2023

Institute of Radiation Medicine, SNU Medical Research Center in South Korea

Recognizing Exceptional Promise in Radiological AI Research

ICRP Student Paper Contest Winner
Nov. 8th, 2022

6th International Symposium on the System of Radiological Protection in Canada

Winner of Paper Competition in Radiological Protection Research

Best Paper Award
Jan. 16th, 2021

International Forum on Medical Imaging in Asia (IFMIA) in Taiwan

Recognizing Exceptional Promise in Medical Image Processing Research

Best Poster Award
Mar. 22nd, 2017

4th International Tribology Symposium of IFToMM & 1st Korea-Tribology International Symposium in South Korea

Recognizing Exceptional Promise in Tribological Research

Languages

English (Professional)
Korean (Native)
Japanese (Beginner)