Skills

Areas of Expertise

• Data science

• Machine learning & Deep learning

• Human brain data (EEG/fMRI) analysis

• Neuromarketing & Consumer neuroscience

Software Skills

Programming languages

• Python

• MATLAB

• R

• SQL, HiveQL

Analytic programs/toolboxes/libraries

• Python libraries for ML/DL (PyTorch, Tensorflow, Keras, sklearn, PyCaret, nilearn ...)

• MATLAB toolboxes for EEG/fMRI signals (EEGLAB, SPM 12)

• MRIcroGL (visualizing program for fMRI signal)

• BrainNet Viewer (visualizing program for brain connectivity analysis)

Miscellaneous

• Adobe Photoshop, Illustrator, Premier (video editing)

• Microsoft word, excel, power point

• Solidworks (3D modeling)

• Cura (3D printing)

Hardware Skills

EEG

• • Brain Product ActiCHamp (Wet type 32 channels EEG)

  • Neuroscan SynAmps2 (Wet type 64 channels EEG)

  • Werable Sensing DSI-24 (Dry-type wireless 21 channels EEG)

  • Emotiv EPOC+ (Wet type 14 channels cost-effective mobile EEG)

Eye tracker

• • Tobii Pro 2, TX300

  • SR Research Eyelink

Miscellaneous

• • Ultimaker 3 (3D printer)

  • Nexgen I2M SXT (IMU Motion tracking)

  • AMTI force plate (Force plate)