
noel mzungu
@noelmzungu
Climate risk modeller at Generali who developed building vulnerability scoring and refined catastrophe risk assessments for insurance.
What I'm looking for
At Generali, I evaluated the vulnerability of residential buildings in mainland France to clay shrinkage-induced subsidence, using insurance claims data and comprehensive building criteria.
I developed a vulnerability scoring system, quantified the effectiveness of preventive measures, and contributed to updates of risk assessment grids and premiums for future policy underwriting.
Earlier, as a Graduate Research Assistant at Generali, I developed seismic hazard models and vulnerability maps for Monaco, and created tools to monitor insured portfolio accumulations.
At Cerema, I developed a dynamic seismic risk mapping tool using ArcGIS and Python. I’m interested in integrating climate risk into insurance, banking, investment and development, especially across Europe and East Africa.
Experience
Work history, roles, and key accomplishments
Doctoral Researcher
Generali
Nov 2022 - May 2026 (3 years 6 months)
In collaboration with the French Geological Survey (BRGM), and the Laboratory of Geography and Spatial Planning of Montpellier (LAGAM), my duties include:
- Evaluate the vulnerability of residential buildings in mainland France to clay shrinkage-induced subsidence (also known as geotechnical drought).
- Develop a vulnerability scoring system based on comprehensive building criteria.
- Quantify the
In charge of Technical Studies
Generali
Jan 2022 - Nov 2022 (10 months)
- Clays shrinkage induced subsidence data-driven underwriting
Graduate Research Assistant
Generali
Feb 2021 - Jul 2021 (5 months)
- Seismic Hazard Modelling: Developed models for seismic hazards in Monaco.
- Vulnerability Mapping: Identified and mapped vulnerability zones in Monaco.
- Tool Development: Created tools for managing and monitoring insured portfolio accumulations.
- Economic Impact Assessment: Modeled earthquake scenarios, leading to restructured insurance coverage and estimated savings of up to 2% of the insuran
Graduate Research Assistant
Cerema
Apr 2020 - Jul 2020 (3 months)
- Developed a user-friendly tool for dynamic seismic risk mapping using ArcGIS and Python, with smooth integration and real-time updates.
- Incorporated geological and topographical data (including GMPE, lithology, and site effects) to enhance accuracy.
Education
Degrees, certifications, and relevant coursework
Université de Montpellier Paul-Valéry
Doctor of Philosophy - PhD, Geography and Spatial Planning
2022 - 2026
Thesis: characterisation and modelling of building vulnerability to clay shrink-swell hazard (RGA) using insurance claims data
Université Côte d'Azur, France
Master's degree, Environmental Hazards and Risks Management
2019 - 2021
Thesis: Simulating the 1887 Ligurian Earthquake: Assessing Seismic Risk Scenarios and Impacts on the Principality of Monaco.
Abou Bekr Belkaid University of Tlemcen
Master's degree, Geo-resources
2017 - 2018
University of Tlemcen, Algeria
Bachelor's degree, Geology
2014 - 2017
Tech stack
Software and tools used professionally
Availability
Location
Salary expectations
Social media
Job categories
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