Statistician, combining research and practice for probabilistic and risk modelling in the earth sciences.
View CVI am a statistician and data scientist specializing in practical and innovative probabilistic modeling. With a background spanning statistics, data science, and earth sciences, I’m dedicated to bridging the gap between theoretical statistical methods and practical solutions for complex environmental challenges.
My work focuses on expanding how we answer the question, “What’s possible?"—not just “What’s most likely?” I draw on the strengths of both classical statistics and machine learning, building probabilistic models of complex, interdependent systems. My work often centers on understanding extremes in climate and hydrology, where I bridge theoretical innovation with practical application.
The following are initiatives I’m leading.
Leverage a robust foundation in probability theory, extreme value modeling, and machine learning to craft novel methods tailored to real-world challenges.
Isolate and communicate multiple sources of uncertainty using a tailored mix of approaches.
Ensure that all models are grounded in reality, considering data availability, domain expertise, and end-user needs, avoiding over-engineered solutions.
Uphold best practices in computation, using version control, defensive programming, and clear documentation to deliver projects that are both reproducible and scalable.
Foster knowledge exchange with domain experts to understand the problem space deeply, ensuring that model results are interpretable, actionable, and presented clearly.
Design intuitive R packages and Shiny applications, making complex analyses accessible and empowering teams to conduct probabilistic modeling seamlessly.
Articles in scientific journals, proceedings, and preprints.
Responsibilities include:
Responsibilities include:
Responsibilities include:
I’m always interested in connecting with professionals working in statistics, earth sciences, and related fields. Feel free to reach out if you have questions about my approach or want to discuss potential collaborations.
Email Me