Build and iterate on Marble's AI-first platform products (school, therapist, patient companion Marty, payer systems, internal tooling). Own features end-to-end, evolve AI foundations and platform infrastructure (event-driven workflows, observability), create automation and internal tools, write clean maintainable code, collaborate with cross-functional teams, and mentor colleagues to raise engineering standards.