Troy Bailey

Data Science Portfolio


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Interactive Data

An interactive visualization of various demographic data collected by the US Census Bureau.

Tools & Technology Used:

Python, Javascript, D3.js, HTML/CSS

See Project
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Facial Keypoint Detection

A machine learning project: training a convolutional neural network [CNN] to identify key points on images of faces.

Tools & Technology Used:

Python, Tensorflow, Keras, Jupyter Notebook, GPU acceleration, Flask, Heroku

See Project
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Austin Real Estate Explorer

A map-based interactive application that displays Austin real estate data.

Tools & Technology Used:

Python, Javascript, Leaflet.js, D3.js, Flask, Heroku

See Project
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Face Generation

Training a deep convolutional generative adversarial network [DCGAN] to generate new facial images.

Tools & Technology Used:

Python, Tensorflow, Keras, GPU acceleration, Flask, Heroku, HTML/CSS

See Project
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Citibike Report

An annual performance report based on data published by the New York citibike program.

Tools & Technology Used:

Excel, Python, Pandas, Tableau, InDesign

See Project
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Climate Analysis

A responsive website displaying visualizations of how climate factors vary with latitude.

Tools & Technology Used:

Python, Matplotlib, Bootstrap, HTML/CSS

See Project
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UFO Sightings

Web-based data access allowing users to easily filter a large database.

Tools & Technology Used:

SQL database, HTML/CSS

See Project