Build and operate production AI agents, internal full-stack tools, MCP servers, and integrations for go-to-market teams. Define solutions from ambiguous business needs, collaborate with Sales, Customer Success, Marketing, and Partnerships, and measure adoption and business impact. Establish engineering, security, privacy, and evaluation standards while supporting teammates through pairing, code reviews, and mentorship.

Develop novel algorithms, statistical models, and data products for marketing measurement and brand tracking. Conduct experiments and deep analyses using frequentist and Bayesian statistics, machine learning, causal inference, and research methods. Collaborate with engineers, product managers, market research experts, customers, and designers to create accurate, reliable solutions that drive product growth and business impact.