Projects
Customer
Satisfaction
Analysis
for Airlines
Data analysis for identifying major causes of customer dissatisfaction and developing actionable insights to lower customer churn of Southeast Airlines
Course Catalog Database System Design
Database system development to establish an integrated iSchool course catalog database and link it to the course registration system for enhancing user conveniences
System Integration Project Management
Created project charter, preliminary scope statement, WBS, executive overview, and project schedule for a project of implementing patient interaction system in Children's hospital
Employee
Attrition
Analysis
Identified major factors and rules which affected employee's leave by running Association Rule Mining algorithm and created an interactive application which can visualize the findings
Weather
Forecast
Analysis
Trained a weather dataset employing Cluster Analysis and Decision Tree induction algorithms and processed a weather prediction by applying them to the test dataset
Disease
Prediction
Analysis
Constructed models on the patients' disease dataset using NBC, KNN, SVM, and Ensemble learning algorithms. Generated a prediction applying those models to the test dataset