Probabilistic Insights for a Changing World
Specialized probabilistic modeling for complex systems, informing critical decisions for environmental and operational risk.
What I Do
Custom Risk Models
I build custom models of complex stochastic systems, capturing meaningful structure and rare events for grounded decision making.
Integrate with a team
Join your team as a statistical data science collaborator — contributing review, model development, and documented workflows your team can trust, reuse, and extend.
Insightful Reporting
Even complex models can be clearly explained. I focus on conveying the essential ideas simply, delivering reports that are clear, practical, and backed by detail when needed.
How We Can Partner
I offer flexible engagement models to best suit your project needs, from targeted advice to integrated project support. Here are common ways I collaborate:
Targeted Advice & Expert Review
Need a second opinion, specialized statistical guidance on a complex problem, or a rigorous review of an existing model? Engage me for short, focused consultations by the hour or project.
Project-Based Model Development
For defined projects requiring custom probabilistic model development, deep data analysis, or in-depth risk assessments, we can scope a clear deliverable-based agreement.
Integrated Team Augmentation
I can join your existing technical team as a specialized statistical data science collaborator, providing ongoing support, enhancing workflows, and building internal capabilities.
Who I Collaborate With
My focus is on providing flexible support to:
Consulting & Engineering Firms
Firms seeking advanced statistical validation, extreme event analysis, or custom risk models to enhance their project deliverables for clients in mining, infrastructure, and water management.
Corporate Data Science & R&D Teams
Internal teams developing new methodologies for risk assessment, climate adaptation, or resource management who require deep statistical insight for complex data.
Entities Requiring Expert Validation
Any organization needing independent peer review of their existing risk models, statistical analyses, or environmental assessments for scientific soundness and defensibility.
Let’s Discuss Your Project.
If your project demands advanced statistical insight for environmental or operational risk, I’m keen to hear about it. Reach out, and let’s discuss how I can help.
Work With Me