Teams at Stand (standinsurance.com)

Lead product, pricing, underwriting, and regulatory strategy for homeowners portfolios in wildfire-exposed Western US markets. Launch state-level products, drive rate/form filings, partner with actuarial and underwriting, monitor portfolio performance, and manage cross-functional execution to achieve profitable growth.

Design, train, and deploy multimodal machine learning systems that fuse 3D/vision, simulation, tabular, and text data. Own end-to-end model lifecycle from architecture and training to evaluation, production deployment, and monitoring, and build agentic workflows and retrieval/embedding capabilities to support underwriting and mitigation decisions.

Lead the Applied Science platform sub-team to design, build, and operate production-grade simulation, ML, and geospatial pipelines. Own technical direction, CI/CD, cluster compute, workflow orchestration, reliability, and cross-functional alignment while doing hands-on engineering and mentoring engineers.