Yuting BAI

ML & Data Analyst

About Me

Proficient in end-to-end machine learning workflows, including data preprocessing, feature engineering, model training, and evaluation. Experienced with Python-based data science tools such as Pandas, NumPy, Scikit-learn, and PyTorch, with strong visualization skills using Matplotlib and Seaborn. Skilled in exploratory data analysis and predictive modeling, especially using Graph Neural Networks for complex structures. Comfortable working in Jupyter Notebook within the Anaconda environment. Also familiar with R, Tableau, and PostgreSQL for statistical analysis and dashboard reporting.

Skills

Python
Pandas
NumPy
Scikit-learn
PyTorch
Feature Engineering
Model Evaluation
Predictive Modeling
GNN
Data Analysis
Matplotlib
Seaborn
Jupyter Notebook
R
Tableau
PostgreSQL
Agile(Scrum&JIRA)
Git

Education

Curtin University

Master of Philosophy (Computing)

02/2025 – Present

Curtin University

Master of Computing (Artificial Intelligence)

02/2024 – 12/2024

Curtin College

Masters Qualifying Program

02/2023 – 12/2023

Projects

In Progress...

Certificates

Contact

Email: Yutingbai AT hotmail DOT com

LinkedIn: Yuting BAI

GitHub: BaisGit