Build and improve content-to-knowledge pipelines for AI agents, focusing on document retrieval, knowledge extraction, and reranking quality. Develop new systems primarily in Python while maintaining Java code, make autonomous technical decisions, and contribute to retrieval strategy. Collaborate in a Scrum team, provide technical support to administrators and customers, and help shape the AI-first platform.

Build and own backend-first Node.js services for an AI-powered legal platform, including authentication, authorization, user management, PDF export, and Redis-based chat delivery. Drive system stabilization, simplification, documentation, and continuous improvement while contributing to frontend work. Collaborate with product, frontend, UX, Scrum, administrators, and customer support teams in an end-to-end ownership environment.