Skills

Technical expertise and research capabilities in data science, machine learning, deep learning and NLP.

Programming Languages & Tools

Python
R
Mplus
MATLAB
SPSS
C++
SQL
JavaScript
C#

Machine Learning, Deep Learning & AI Skills

Natural Language Processing
Large Language Models
Computer Vision
Structural Equation Modeling
Time Series Analysis

Algorithms, Frameworks & Softwares

  1. Natural Language Processing - LIWC, LDA, LLMs fine-tuning
  2. Machine Learning - SVM, RF, k-NN
  3. Deep Learning - PyTorch, TensorFlow, MindSpore
  4. Behavior Experimental Paradigm - PsychoPy, jsPsych,Psychtoolbox
  5. Neuroimaging Studies - fNIRS, fMRI
  6. Computer Vision - OpenFace

Research Methods

Statistical Analysis
Experimental Design
Visualization
Academic Writing
Literature Review
Neuroimaging

Languages

Mandarin Chinese

Native speaker.

English

TOEFL 106: R28, L30, S24, W24.

French

Novice. Je ne parle pas bien le français.

Japanese

Novice. 日本語が下手です。