Skip to main content

Selected Work & Projects

A selection of projects spanning medical device software, climate intelligence platforms, and computational geometry research.

Global Flood Risk Dataset at 90m Resolution

Cervest - Climate Intelligence Platform # Duration: June 2021 - June 2023 Location: Berlin, Germany Why This Matters # Flood risk is one of the most financially significant climate hazards, yet most available flood data is either too coarse for asset-level decisions or too expensive to produce at global scale. This project tackled that gap — delivering a high-resolution, multi-scenario flood risk dataset that enables insurers, asset managers, and governments to quantify flood exposure anywhere on Earth.

gis-laguerre: Weighted Voronoi Tessellation for Geospatial ML

gis-laguerre # Type: Open-source library + technical writing License: Apache 2.0 Repository: dai-mo/gis-laguerre Article: Towards Data Science, 2021 Overview # gis-laguerre is a Python library implementing Laguerre-Voronoi diagrams (also known as weighted Voronoi or Power diagrams) for geospatial applications. It was developed to solve a concrete data preparation problem in the Solve for Good / WRI project, then packaged and documented for broader use.