Hi, I'm Sumin Lee,

About Me

Hello! I am a Master's student in Neuroscience at Kyungpook National University in South Korea. My research interest lies in Cognitive Neuroscience, especially lexical processing. This blog is a collection of my research notes, coding projects, and academic journey.

Skills

Python
MATLAB
C
R
HTML5
CSS3
Java
Kotlin
React
Node
Flutter
Django
Flask
PyTorch
Scikit-learn
SPM12
nilearn
nibabel
MNE
PsychoPy
E-prime
Git
Bash
npm
VS Code
MATLAB
Arduino
AutoCAD

Education & Experience

For more information, have a look at my curriculum vitae .

  • Student Researcher
  • BDIL Feb 2024 - Present
    Student Researcher
    Neuroimage (sMRI, fMRI, fNIRS) Processing Physiological data (EMG, GSR, pupilometry) Processing Longitudinal data Management Experiment Designer (Psychopy) Lexical Processing in Adults Brain development in Adolescents
  • M.Sc. Artificial Intelligence
  • NeuroAI Nov 2024 - Present
    Student Researcher
    Experimental Design Advisor Neuroimage Processing (SPM, AFNI) Advisor
  • NeuDive Mar 2024 - Aug 2024
    Researcher as Intern
  • Gachon University Mar 2020 - Feb 2024
    B.A. Biomedical Engineering & Bio-Mechatronics(AI track)
    Cum Laude
  • MILOPA July 2020 - Feb 2024
    Student Researcher
    fMRI analysis Emotional & Lexical Processing Experiment Designer (E-prime)

Open Source Projects

Github

Github

Multi-class classification of sensorimotor fMRI data (Auditory, Visual, Left-Hand, Right-Hand) using z-scored voxel values. Implements 5-fold cross-validation for robust performance evaluation.

Github

Controlling the speed of an RC car based on real-time EEG signal levels using Arduino

Github

A pilot study investigating the therapeutic effects of repetitive transcranial magnetic stimulation (rTMS) in patients with cerebellar ataxia (CA).

Github

IoT-based project for monitoring air quality and controlling windows automatically

Github

A project for classifying pediatric anxiety disorder using neural efficiency data via machine learning

Github

Contact

I am always open to discussing Neuroscience, AI, and Brain Decoding. If you are interested in my research, potential collaborations, or have any questions about my projects, please feel free to contact me via email.