An in-progress anomaly-detection portal that flags abnormal seismic swarms in live USGS earthquake data using spatio-temporal CUSUM change detection. Research with Dr. Woody Zhu, supported by SURF.
A data-for-good project with CMU Students Using Data for Good, measuring whether citizen-science activity around the Allegheny Land Trust’s St. John’s project has grown faster than state and county baselines. Download the write-up (PDF)
Built a composite metric using weighted min-max normalization across Expected Points, Advantage Ratios, and Points Per Chance Ratios to identify which players a new team should prioritize protecting or targeting from proprietary data metrics.
Measuring a defender’s commitment to the ball when it is in the air and its impact on play outcomes. Submitted to the NFL Big Data Bowl on Kaggle.
A student-run mock election at the Texas Academy of Mathematics and Science: 115 voters, Texas-style ballot ordering, and a look at what ranked-choice voting can and can’t fix. Download the results write-up (PDF)
A location-based AR app for navigation and emergency response on the UNT campus, built on Google Photorealistic 3D Tiles and Cesium for Unity. Research in UNT’s Data Visualization and eXtended Reality (DVXR) Lab.