What this interview will probe
Embeds LLM-driven intelligence directly into Ramp's finance workflows — categorizing spend, extracting data from receipts and invoices, and automating bookkeeping inside the flow of every dollar a business spends. Builds and evaluates production AI features, prompts, and retrieval pipelines against real transaction data. A technical interview would probe practical LLM application design (retrieval, evaluation, guardrails), how you measure and improve accuracy on noisy financial documents, and integrating model outputs reliably into transactional product flows.
ExoForm is not affiliated with Ramp. This is an independent practice page.