Design and build backend systems and data infrastructure for an agentic AI learning platform. Implement scalable APIs, streaming and batch data pipelines, LLM evaluation frameworks, instrumentation, and reliability practices; support on-call incident response and collaborate with Data and ML teams to optimize performance and cost.