Past Projects

Real-Time Sparklines Dashboard


A real-time dashboard for quickly visualizing tends in currency fluctuations for major currencies over the past month. Developed end-to-end to display metrics in real-time. Extracts metrics from the ECB currency API, transforms data using Python's Pandas, visualizes sparklines using d3. Served using nginx and gunicorn via the Flask micro-framework.

Skills: Python | Pandas Library | JavaScript | d3 Library | Flask Library | HTML | CSS |

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Real-Time Business Dashboard


A dynamic dashboard for visualizing a movie rental company's key business metrics. Developed end-to-end to display metrics in real-time.Extracts metrics from a MySQL database, transforms data using Python, visualizes charts and graphs using d3. Served using nginx and gunicorn via the Flask micro-framework.

Skills: Python | Pandas Library | JavaScript | d3 Library | Flask Library | MySQL Database | HTML | CSS |

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OECD Unemployment Visualization


A dynamic visualization of the unemployment rates in OECD countries over the past 15 years.

Skills: Python | Pandas Library | Bokeh Library |

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Voter Turnout Visualization


A dynamic visualization of presidential voter turnout by country over time.

Skills: Python | Pandas Library | JavaScript | d3 Library | matplotlib Library |

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Finders Keepers App


A Django-based application that leverages the Google Maps API to determine wheter a clicked-on location has an address or not.

Skills: Python | JavaScript | Django Library | Ajax |

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Gender and the Olympics Visualization


A dynamic visualization of the medal count for the Olympic Games by gender over time.

Skills: Python | Pandas Library | JavaScript | d3 Library | matplotlib Library |

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Big Data Ith Degree Connections Finder


A Pig and Bash tool to find ith-degree connections for a list of 1st-degree connections between nodes. This tool uses a Pig abstraction layer to create Map Reduce jobs that allow for scaling to a very large number of connections.

Skills: Bash | Pig | Map Reduce | Hadoop |

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Windchill Visualization


A dynamic, visual representation of the Siple windchill formula.

Skills: Python | Pandas Library | Bokeh Library | Numpy Library |

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Electronegativity Table


A dynamic representation of Periodic Table electronegativities.

Skills: Python | Bokeh Library |

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Geo-Based Offline Sales Research


Project undertaken at Twitter to determine the offline sales impact of social networking platforms using a Geo-Based Methodology. Presented at QCon and Grace Hopper.

Skills: R | Python | Pandas Library | Bash | Pig | Data Science | Statistics | Hadoop | Geomaps |

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Brazil Map


A map of Brazil showing major cities, created using JavaScript's d3.jslibrary

Skills: d3 Library | Geomaps |

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Housing Prices Linear Regression


A simple, dynamic data visualization using Python's Pandas and Bokeh libraries.

Skills: Python | Bokeh Library | Statistics |

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Research Funding Predictions Project


I explore the following research question: "What determines the levels offunding that an NSF or NASA-funded project receives?". Using CART, logistic regression, and Random Forest models,I am able to predict whether a research project is likely to have received high levels of fundingwith around 90% accuracy.

Skills: R | Data Science | Statistics | Machine Learning | ggplot2 Library |

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Energy Industry Development Prediction


Used R to predict the development of the energy industry usinga patent dataset. Determined whether certain technologies had reached a saturation point.

Skills: R | Data Science | Statistics | Machine Learning | ggplot2 Library |

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Inclusion with Identity Dashboard


Created an online, interactive Tableau dashboard for the Inter-AmericanDevelopment Bank that visualized development indicators across various racesand ethnicities in Latin America. Scraped national census data to createdatabase that populated the dashboard.

Skills: R | Data Science | Tableau | Geomaps |

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Social Media Dashboard


Created a real-time, dynamically updating social media dashboard that tracks a Twitter account's key use statistics.

Skills: Python | Pandas Library | Bokeh Library | Data Science |

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