projects

2025

Predict Commuting Transportation Choice

Logistic regression with hierarchical Bayesian model. Predicting binary commuting methods choice with grouping effect. Implemented in R with JAGS package.\Course project for SDS384-7 Bayesian Statistical Methods.
Explore project

2024

Impact of Financial Indicators on Stock Market Performance

Regression analysis on 400+ US public trade farm. Performed model selection process and residual diagnostic. Implemented and visualized result in R. Course project for M384G Regression Analysis
Explore project
Classifying Stellar Multiplicity

Classification of star system multiplicity using features extracted from simulated evoluationary data. Implemented in Python with Scikit-learn. Course project for CSE382M Fundational Technics in Machine Learning & Data Science.
Explore project