Build and operate full-stack product capabilities across React, TypeScript, APIs, backend services, AWS, and Kubernetes. Use AI coding agents to implement, review, test, and integrate software. Develop data-rich interfaces, integrate databases and third-party APIs, maintain automated testing and CI, monitor production systems, and contribute to architecture and technical design while collaborating with product, design, and ML engineering.

Design, build, deploy, and iterate on full-stack product capabilities for AI-powered commercial intelligence software. Develop React and TypeScript user experiences, real-time AWS Lambda services, scalable APIs, and backend systems across AWS, Kubernetes, Snowflake, PostgreSQL, DuckDB, and DataFusion. Lead technical design and reviews, mentor engineers, improve testing and observability, guide AI coding agents, and contribute to technical roadmaps.