Lead design and implementation of an LLM-powered expert intelligence platform: build vector-backed indexes, search algorithms, core SaaS APIs, and product features. Make architecture decisions, ship features with product and leadership, ensure security/compliance considerations, and mentor/hire to grow the engineering team.