Mengyue Huang
Projects Blog About
Hotel Bookings Pattern Discovery
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.

PythonMachine LearningBig Data AnalyticsClassificationEDABusiness Insights

Predicting Housing Price in Taipei
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.

RRegressionRandom ForestNeural Networks

Food Nutrient Analysis
Food Nutrient Analysis

Explore Food Categories and Nutrient Concentration Similarities.

Python

Avocados and Predictions on their Average Prices and Type
Avocados and Predictions on their Average Prices and Type

How does Year and Region affect avocado price and its Organicity?

Python

Body Dimensions
Body Dimensions

Explore relationship between Body Features, Age, and Gender for physically active people in California.

Python

Building Analysis
Building Analysis

This is a "showcase" of building analysis!

PythonAltairvega-litejekyllHTML

Students’ Alcohol Consumption Analysis
Students’ Alcohol Consumption Analysis

This is a "showcase" of my Students’ Alcohol Consumption analysis!

PythonAltairvega-litejekyllHTML

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