This project synthesized open-source geospatial datasets, including high-resolution land surface temperature data from Landsat to map health-related heat risk in Kinshasa, DRC. Using a quantitative risk framework that integrates hazard, exposure, and vulnerability components, the analysis was conducted in open-source QGIS software and Google Earth.

An autonomous recruiting intelligence system that ingests candidates, scores applications, detects suspicious responses, manages recruiter email loops, and learns from hiring outcomes.