Research Interests
I focus on applying AI to biomedical science. I'm particularly interested in organoid research and how computational methods can contribute to understanding complex biological systems. I value learning from new problems and remain open to how technology continues to reshape our understanding of health and disease.
Education
Chung-Ang University Graduate School, Seoul, Korea
Master of Engineering in Biomedical Engineering (Feb. 2014)
The Catholic University of Korea, Gyeonggi-do, Korea
Bachelor of Engineering in Biotechnology (Feb. 2011)
Work Experience
Apr. 2023 – Nov. 2025
GB SOFT
Seoul, Korea
AI Researcher, Vision Team, R&D Division
Developed deep learning models for BMI and multi-attribute prediction from facial images, and built end-to-end PPG biosignal processing pipelines for both remote and contact-based methods
Created smartphone-based real-time high-sampling PPG system using rolling shutter mechanism for HR/HRV estimation through signal processing and analysis
Jan. 2017 – Jan. 2022
Ivoclar Vivadent
Seoul, Korea
RA Specialist
Managing medical device regulatory compliance including MFDS registration, K-GMP/ISO 13485 audits, stakeholder communication, and risk monitoring
Mar. 2016 – Dec. 2016
Y.JACOBS MEDICAL
Seoul, Korea
Researcher
Managed regulatory documentation and certifications for medical devices, including international projects and national R&D initiatives
Nov. 2015 – Jan. 2016
Nanomol
Incheon, Korea
Researcher
Supported ADMET/DMPK research through sample preparation and analytical data processing
Feb. 2014 – Nov. 2015
Chung-Ang University IACF
Seoul, Korea
Researcher, Lab manager
Advanced Biomaterials & Stem Cell Engineering Lab
Developing MSC chondrogenic differentiation systems, gelatin-based growth factor delivery platforms, and PDMS 3D culture devices while managing lab operations and national R&D projects
Honors & Awards
Nov. 2024
Excellence Award (3rd Place), K-MEDICON 2024
ECG Waveform Analysis: Classification of 12-Lead ECG Signals with Artifacts
Developed an AI model for classifying ECG signals with artifacts
Dec. 2022
Encouragement Award (KISTI President's Award),
2022 Research Data Analysis and Utilization Competition
Establishment of a Sales Prediction System by Industry for COVID-19 Response Policy Development
Developed a long-term sales prediction model to objectively identify Seoul industries where small business sales were expected to decline sharply due to COVID-19
Dec. 2022
5th Place (Top 2%), DACON
Dacon Monthly Speaker Emotion Recognition AI Competition
Developed an emotion classification AI model analyzing speaker, utterances, and conversational context
Nov. 2022
Silver Medal (Top 5%), Kaggle
Feedback Prize - English Language Learning : Evaluating language knowledge of ELL students from grades 8-12
Developed an AI system to evaluate English learners' essays across six linguistic metrics
Nov. 2022
2nd Place (Top 1.5%), AI CONNECT
Machine Reading Comprehension(MRC) using Book Data
Developed an MRC-based AI model to efficiently search book data and find answers to questions within given passages