Subin Thomas
Assistant Director - Analytics & Modeling @Rms
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WORK HISTORY
Assistant Director - Analytics & Modeling @Rms
North America : Severe Convective Storms• Developed hail and tornado frequency components for the North America SCS model using SPC and ERA5 data.• Oversaw the preparation and delivery of hazard simulation datasets (50k- and 1M-year catalogs), to the QA and vulnerability teams for synchronized model integration.• Delivered Geo-spatial summaries of stochastic event sets for internal QA and client-facing validation.• Identified and corrected data quality issues in SPC archives, improving reliability of hazard calibration.• Created visual exhibits for internal model review and EXCEEDANCE 2025, including hazard return period maps and event summaries.• Presented hail climatology modeling at the 4th European Hail Workshop; contributed to follow-up publication planning.• Authored hazard methodology documentation covering data sources, and frequency maps.• Supported early-stage claims benchmarking analysis for California and Pacific Northwest regions, comparing model output to observed losses.
EDUCATION
College of Engineering Trivandrum
Bachelor of Technology - BTech, Mechanical Engineering
Indian Institute of Science (IISc)
Master of Engineering - MEng, Mechanical Engineering
Michigan Technological University
Doctor of Philosophy - PhD, Physics - Atmospheric Sciences
École Polytechnique
Master of Science - MS, Fluid Dynamics
ABOUT SUBIN THOMAS
4 years model development experience in the weather and insurance. PhD. in Physics (Atmospheric Sciences) from Michigan Technical University. Experienced Python developer/modeler - expertise in data pipeline, machine-learning.Passionate about the intersection of quantitative finance, technology, and climate risk.
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