Elayne is building an AI platform for estate settlement, turning messy legal and financial documents into court-ready filings with traceable provenance. This Senior AI Engineer will own the AI surface end-to-end—LLM-driven extraction, entity resolution, document generation, and the evaluation layer—working directly with the founding team. The role is full-time and on-site in New York City.
Responsibilities
Own the AI surface end to end: models, pipelines, evaluation, and shipping standards.
Build LLM-driven extraction from messy multi-format documents with citations, confidence scoring, and human-in-the-loop review.
Perform entity resolution across banks, bureaus, government records, and family documents into a single source-linked estate record.
Generate court-ready filings from structured estate data.
Create the evaluation and observability layer: ground truth, regression detection, and cost/latency control across model providers.
Requirements
Shipped LLM systems to production for real users (extraction, RAG, agents, or document intelligence).
Experience with correctness-critical systems and making model outputs defensible.
Strong Python; comfortable owning infrastructure (pipelines, vector stores, multi-provider routing) without a platform team.
Early-stage experience or founding the ML function inside a company.
Elayne is an estate settlement platform that uses AI and human expertise to streamline the process of estate planning and settlement. It provides tools for verified asset discovery, estate organization, and administrative support to help families navigate loss and manage inheritance.