Jude Calvillo's Projects
A web application that allows citizens to "adopt" a storm drain in San Francisco.
New dedicated repo! This marketing data science app helps brands statistically identify their organic -and influential- ambassadors, thereby nullifying the need for paid brand ambassadors. :)
Computational Network Toolkit (CNTK)
Some sample work in data science, usually for marketing applications (e.g. propensity modeling, media mix modeling, hypothesis testing, etc)
SF Brigade's Data Science Working Group.
Understanding the Department of Transportation FARS dataset
Abstracted, parameterized super hack for detecting temporal-spatial anomalies in a variety of civic locales/applications.
NLP and inferential stats to identify which public defenders more consistently seek plea bargains for their defendants, independent of case merits.
Inspired by the HackForLA organization, this repository will house the analysis of open LA datasets.
Mission Control Technologies is a real-time monitoring and visualization platform. See an overview and demo at http://ti.arc.nasa.gov/OpenMCT/. Download MCT plugins at https://github.com/nasa/MCT-Plugins.
Quick #dataengineering project to map L.A. County cities to Native American territories, leveraging PDF parsing and multiple geocoding APIs (e.g. Google, Native Lands).
Open Data Policy — Managing Information as an Asset
Machine learning exercise: random forest-based prediction of a physical exercise outcome (bicep curl-type) from fitness tracker data.
Monitoring filesystems events with inotify on Linux.