Audience Intent Data Model Development
Designed a unified data model to integrate any data source into a big data geospatial analytics program, handling over 100TB of data in GCS and BigQuery with...
US DOD Intelligence Vendor
A geospatial and behavioral analytics collaboration tied to federal and public-sector data work.
This engagement involved work with a big data geospatial and behavioral analytics platform (Torchlight/CrowdPulse) serving federal intelligence clients, focused on decision support built on location observation data and large-scale geospatial analysis (100TB+ class datasets).
I contributed as a data and technology partner via Lando Consulting, building analytics prototypes including: fraud/outlier detection for location data; a system for attaching human-annotated context to observed behaviors; and a large-scale geospatial visualization proof-of-concept enabling analysts to query behavioral combinations across massive datasets. Specific details are necessarily sensitive given the client set.
Designed a unified data model to integrate any data source into a big data geospatial analytics program, handling over 100TB of data in GCS and BigQuery with...
Developed documentation for hundreds of concepts, systems, datasets, terminology, and deployment procedures. Fought to get the Atlassian stack provided to...
Managed proprietary and sensitive big datasets in Google Cloud using GCS, BigQuery, and Composer (Apache Airflow). Built Confluence documentation from scratch...
Brought in under NDA to assess defense-related software projects blocked for over a year despite significant investment. Within six months, diagnosed the...
Researched and added a query viability layer to a geospatial analytics product used by the US federal government, reducing analytics costs by pre-evaluating...