Machine Learning

Identified fraud transaction for an e-commercial company 

Predicted whether a baseball players will become a Hall of Famer

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Database

Analyzed factors that affects readmission rate ( ETL, database)

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VBA

Automated credit risk system 

 

Visualization

Analyzed and visualized survey data (Tableau)

AI-Deep Learning

Predicted suicide rates by Artificial Neural Network Regressor (ANN)

Predicted wine qualities by Artificial Neural Network Regressor and Classifier (ANN)

Conducted image classification for 10 types of animals by Convolutional Neural Network (CNN)

Designed a Recurrent Neural Network (RNN) model to teach machine to write new headlines 

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Optimization

Designed a Python program that helps users select a portfolio of NASDAQ stocks (Optimization, Python, SQL)

Optimized supply chain (optimization based on python)

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Simulation

Used Monte Carlo Simulation to determine budget (simulation)

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