MEMBERS

• Project direction

• Data collection and management

• IRB management

• Clinical validation of medical AI solutions

Current Position:

• Founder, Nougue Labs.

• Chief Physician, Department of Gastroenterology, Na-Eun Hospital, South Korea

Qualifications:

• Certified Specialist in Internal Medicine

• Qualified for the Subspecialty Board of Gastrointestinal Endoscopy

Previous Experience:

• Clinical Fellow, Department of Gastroenterology, Hallym University Medical Center

• Clinical Assistant Physician, Department of Emergency Medicine, Hallym University Medical Center

• Medical Advisory Director, DEEPNOID, South Korea.

High-lights Publications:

• Negative self-regulation of TLR9 signaling by its N-terminal proteolytic cleavage product. The Journal of Immunology 193(7):3726-3735 [Citation 23]

• Prevalence and prognosis of acute pancreatitis in critically ill patients with COVID-19. Hepatobiliary & Pancreatic Diseases International 22(4):399-402 [Citation 6]

• Learning Strategy Design

• Construct Model Architecture.

• Arrangement of DICOM header and its pipeline.

Current Position.

• Tech Advisory, Nougue Labs.

• Senior Researcher, ETRI (Electronics and Telecommuniations Research Institute)

Previous Experiences

• Researcher, Seoul National University Hospital.

High-lights Publications

• 23' IEEE T-MI, (3%) Physics-guided self-supervised framework for deep scatter estimation in quantitative SPECT

• 22' PR Letters, Physiology-based augmented deep neural network framework for ECG biometrics with short ECG pulses considering varying heart rates

• Data Collection Arrangement, Data-Report integration.

• Digital System Development & Integration

• Fast Prototyping & Project Management

• LLM-based Applications & Digital Twin Systems

Current Position:

• Tech Leader, Nugue Labs.

• Graduate Student, Graduate School of Engineering Practice, Seoul National University

Qualifications:

• M.Eng. in Applied Engineering (2023-2025), Seoul National University

• B.S. in Electrical and Electronic Engineering, Yonsei University

Previous Experience:

• Samsung Electronics VD Business Division R&D Team 

Research Focus:

• Digital System Developments& Integration, Digital Twin Systems

• Knowledge-based LLM Applications (RAG, Data Engineering)

Highlights Achievements.

• World's First UHD 240Hz Gaming Monitor Development - CES 2022 Best of Innovation Award

• 11 International Patents

Technical Skills:

• Programming: Python, C/C++, NLP/ML Frameworks

• Image Preprocessing

• Data Standardization and Augmentation

• Metadata Management 

Current Position

• Data Governance Lead. Nougue Labs.

• Head Researcher, Gaudio Lab, audio source separation and noise reduction specialist

Previous Experiences

• Participant, ISO/IEC SC29 WG11 MPEG Audio Subgroup meetings (2017–2020). Standardization activities for MPEG-I and MPEG-H 3D Audio

• Adjunct Faculty, Yonsei University.

High-lights Publication

• Hyeongi Moon and Young-cheol Park, "Quality Enhancement of MPEG-H 3DA Binaural Rendering Using a Spectral Compensation Technique," Electronics, 2022, vol. 11, no. 9

• Crafting a Scalable Database Solution

• Report Translation Management, Image-Report Integration

• Missing Parameter Screening.

Technical Experience

• Ezmeta Inc. – Development Team

Developed a legal data-based big data analysis web service (Nov 2020 – Apr 2021)

Participated in maintenance and enhancement of Korea Social Security Information Service (SSIS) systems

Developed backend system based on Hyperledger Fabric blockchain

Participated in the development of Samsung Electronics' IT infrastructure AI solution

Maintained the Gaeseong Manwoldae Digital Archive system

Contributed to the development of the Korean Studies Data Integration Platform

Participated in KT Long-Tail Advancement Phase 2 project

• Dansol Plus – Development Team

Contributed to the advancement of Samsung Korea Headquarters’ internal systems

Participated in the development of Samsung’s global delivery system

Development Focus

• Morphological analysis and data cleansing solution development

• Search engine and web-based project development

Technical Skills

• Programming Languages & Tools: Python, ElasticSearch, Solr, Java, Golang, SQL