# Hexiang Wang > Principal Engineer at Berkshire Hathaway Specialty Insurance Location: San Francisco Bay Area, United States Profile: https://flows.cv/hexiang I’m an engineer and builder with 10+ years of experience in computational simulation, machine learning, probabilistic modeling, and large-scale analytics. My work has centered on turning complex technical ideas into practical systems, from high-fidelity physical simulators to production analytical platforms used for real-world decision-making. At BHSI, I architected and developed catastrophe modeling platforms used for decision-making at scale. Earlier in my career, I built high-fidelity simulation software for infrastructure and hazard analysis. I’m especially interested in applying my strength in modeling, data, and AI/ML engineering to fields where building intelligent products, applied models, and scalable tools matters. Expertise: AI/ML, computational simulation, probabilistic modeling, applied mathematics, statistics, and large-scale analytical systems. ## Work Experience ### Principal Engineer @ Berkshire Hathaway Specialty Insurance Jan 2026 – Present | San Francisco Bay Area - Build GenAI agentic systems that integrate internal data, tools, knowledge bases, and workflows into a unified decision-support environment. - Lead the development and productionization of statistical and data science/ML models for natural catastrophe and non-natural catastrophe risk. - Develop insight engines to support underwriting decisions and portfolio management with data-driven analytics. - Engineering a unified, scalable financial modeling framework with on-the-fly pricing capabilities. - Expand the internal TrueRisk modeling platform to support additional perils and geographic regions. - Improve TrueRisk platform performance through distributed computing, Databricks, and data schema optimization, etc ### Senior Engineer @ Berkshire Hathaway Specialty Insurance Jan 2023 – Jan 2026 | San Ramon, California, United States ### Engineer, Catastrophe/Risk Modeling @ Berkshire Hathaway Specialty Insurance Jan 2021 – Jan 2023 | San Ramon, California, United States Architect, develop/implement, and QA/QC of BHSI internal catastrophe modeling platform TrueRisk: - TrueRisk Wind, Storm Surge & Japan Earthquake Simulation Engines: Research & development of hazard and vulnerability uncertainty & correlation modeling, loss simulation - TrueRisk Financial Module: Research & development of a unified financial module that can accurately & efficiently model all types of financial terms for multi-peril, occurrence/aggregate terms, complex exposures grouping, etc. - Scaling up & performance optimization of TrueRisk platform for multi-peril analysis of global exposures coverage through multi-process/thread parallelization, asynchronous framework, and innovative network-based financial modeling approach - Built unit test system for QA & QC ### Research Assistant @ University of California, Davis Jan 2016 – Jan 2021 | Davis PhD Dissertation: Uncertainty Quantification and Risk Analysis of Earthquake Soil Structure Interacting System - Research & development on computation modeling/simulation of nonlinear earthquake soil-structure interacting system. - Research & development on probabilistic seismic hazard/risk analysis and earthquake ground motion modeling, uncertainty quantification ## Education ### Ph.D. in Civil Engineering University of California, Davis ### Master's degree in Applied Mathematics University of California, Davis ### Bachelor's degree in Civil Engineering Tongji University ## Contact & Social - LinkedIn: https://linkedin.com/in/hexiang-wang --- Source: https://flows.cv/hexiang JSON Resume: https://flows.cv/hexiang/resume.json Last updated: 2026-04-12