Younghoon Nho
Machine Learning Engineer @Synchneuro, Inc
Signup · Get unlimited contacts
WORK HISTORY
Machine Learning Engineer @Synchneuro, Inc
Developed a novel Transformer-based model to predict glucose levels from behind-ear electrophysiological signals (EEG, PPG), focusing on generalization across users- Designed a robust pipeline that addresses challenges like noise reduction, feature extraction, model parameter optimization, and inter-subject variability to deliver accurate and scalable predictions.
EDUCATION
Korea Advanced Institute of Science and Technology
Master of Engineering - MEng, Artificial Intelligence
University of Pennsylvania
Postdoctoral Researcher, computational neuroscience
Hanyang University
Bachelor of Engineering - BE, Mechanical Engineering
Korea Advanced Institute of Science and Technology
Doctor of Philosophy - PhD, Artificial Intelligence
ABOUT YOUNGHOON NHO
Machine Learning Engineer with 10+ years of experience applying deep learning to brain signals.I design Transformer-based models for time-series prediction using EEG and other physiological signals (PPG/ECG), with a focus on neural decoding, subject generalization, and artifact-robust modeling for biomedical applications.I did also lead postdoctoral research on neural biomarkers and closed-loop stimulation, building ML tools that support precision neuromodulation in psychiatric disorders.
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.