Portfolio

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MLB PITCH PROBABILITY

AUGUST, 2019

Predicting pitch probability using in-game data. 

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PROGNOSTICS HEALTH MANAGEMENT

OCTOBER, 2019

Predicting remaining useful life of turbine engines through sensor data.

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WINNING IN PUBG

JULY, 2019

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

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ANSWERING BUSINESS QUESTIONS 

APRIL, 2019

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

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PREDICTING HOME PRICES

MARCH, 2019

Linear regression to predict housing prices in King County, Washington

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FASCIES CLASSIFICATION

DECEMBER, 2019

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

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FORECASTING CRIME

NOVEMBER, 2019

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

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PNEUMONIA DETECTION

SEPTEMBER, 2019

Convolutional neural network on images to detect pneumonia.

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BANK COMPLAINTS

SEPTEMBER, 2019

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