Portfolio

MLB PITCH PROBABILITY

AUGUST, 2019

Predicting pitch probability using in-game data. 

PROGNOSTICS HEALTH MANAGEMENT

OCTOBER, 2019

Predicting remaining useful life of turbine engines through sensor data.

WINNING IN PUBG

JULY, 2019

What does it take to win a 100 person battle royale? Let's 'parachute' in!

ANSWERING BUSINESS QUESTIONS 

APRIL, 2019

SQLalchemy and hypothesis testing methods to answer important business questions from the Northwinds database.

PREDICTING HOME PRICES

MARCH, 2019

Linear regression to predict housing prices in King County, Washington

FASCIES CLASSIFICATION

DECEMBER, 2019

Accuracy imporvement (+3%) of a fascies classification model by improving preprocessing methods

FORECASTING CRIME

NOVEMBER, 2019

Three month crime forecast using Austin PD 2018 crime data and time-series modeling.

PNEUMONIA DETECTION

SEPTEMBER, 2019

Convolutional neural network on images to detect pneumonia.

BANK COMPLAINTS

SEPTEMBER, 2019

Classification of complaints with a simple neural network from the Keras library.