I will map multi peril geo hazard risk for insurers, developers, ngos

Sommige informatie wordt in het Engels weergegeven.

Pakistan

Ik spreek Urdu, Punjabi, Engels

Climate Risk and Geospatial Specialist, NatCat, Flood, GIS and Remote Sensing

I build multi-peril geo-hazard risk models and decision-ready maps for insurers, planners, and NGOs. • Flood risk: 99.5% model accuracy on a UAE-wide study (AUC 1.00) • NatCat insurance: multi-peril ...
Over deze dienst

Multi-peril geohazard risk modelling for regions, portfolios, and infrastructure.


THREE THINGS I DO


Reduce your flood exposure risk before it becomes a loss

Score insurance portfolios before underwriting

Turn satellite data into decision-ready risk maps


WHAT YOU GET


Multi-peril risk maps flood, earthquake, storm, wildfire

Risk classification: low / moderate / high / very high

Feature importance analysis which factors drive risk in your area

Methodology report for planning, insurance, or regulatory use

Optional: per-property scoring from your portfolio CSV


WHY ME


UAE flood model: 99.5% accuracy, AUC 1.00

NatCatForge: multi-peril dashboard for 800-policy insurance portfolios (2.8B exposure)

M.Sc. Geophysics, 13+ years international experience

All models validated with 5-fold cross-validation, fully documented


WHO HIRES ME


Insurers and reinsurers screening books of business

Urban planners and developers assessing site risk

NGOs and government agencies mapping disaster exposure

Environmental consultancies needing evidence-grade analysis


HOW IT WORKS


Send me your region and the perils you care about. I reply within 12 hours with scope, timeline, and recommended tier.

Technologie:

Excel

•

Jupyter-notitieboek

•

Pandas

•

Streamlit

Type analyse:

Kwantitatieve analyse

•

Impactanalyse

Expertise:

Algoritmes

•

Voorspelling

•

Forecasting

•

waarschijnlijkheid

Programmeertaal:

Python

Mijn portfolio