Project archive · 2019—2026
Experiments, models
& data stories.
This archive includes recent case studies alongside earlier coursework. The featured work on the homepage is the best place to start; this is the full trail.
01
Python · pandas
Students’ Alcohol Consumption Analysis
This is a "showcase" of my Students’ Alcohol Consumption analysis!
Open project ↗
02
Python · Altair
Building Analysis
An interactive exploration of Illinois public buildings through their scale, age, status, and legislative geography.
Open project ↗
03
Python · pandas
Body Dimensions
Explore relationship between Body Features, Age, and Gender for physically active people in California.
Open project ↗
04
Python · pandas
Avocados and Predictions on their Average Prices and Type
How does Year and Region affect avocado price and its Organicity?
Open project ↗
05
React · Material UI
ReviewLens – Trustworthy Product Discovery with Reviewer Analytics
Led the end-to-end implementation of a full-stack analytics platform over 13M+ Amazon review records, owning the React interface and SQL performance engineering that enabled interactive product discovery.
Open project ↗
06
Python · pandas
Food Nutrient Analysis
Explore Food Categories and Nutrient Concentration Similarities.
Open project ↗
07
R · Linear Regression
Predicting Housing Price in Taipei
Built predictive models for Taipei housing prices using linear regression, LASSO, neural networks, and random forests, achieving best RMSE ≈ 5.83 and identifying MRT proximity as the dominant driver.
Open project ↗
08
Python · pandas
Hotel Bookings Pattern Discovery
Predicted hotel booking cancellations (Random Forest: Acc=0.867, AUC=0.925) and analyzed ADR seasonality patterns to support overbooking and revenue decisions.
Open project ↗