Apply advanced analytics and ML to climate risk and resilience projects: process large geospatial and climate datasets using Python and Pangeo tools, build scalable cloud workflows, design and validate statistical and ML models, produce climate risk tools and client-facing reports, and support multidisciplinary teams in delivering reproducible solutions.