Build and scale a production Python AI service integrating LLM providers, analytical databases, and real-time streaming responses. Responsibilities include tool calling, agentic loops, prompt engineering, LLM evaluations, SQL-based data grounding, and cost observability. The role also requires secure handling of prompt injection, PII, and service authentication while collaborating alongside a Rails backend.