Design and maintain production-grade LLM pipelines, including RAG, prompts, parsing, and orchestration.
Develop AI features for spend categorization, document extraction, anomaly detection, and Q&A.
Implement structured output validation, fallback handling, and confidence scoring for financial AI.
Evaluate and integrate AI frameworks (LangChain, LlamaIndex, OpenAI, Anthropic) and select tools.
Establish prompt versioning and evaluation to keep AI outputs accurate as models evolve.
Design vector search pipelines and document ingestion for Jeeves's data.

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