AI Workflow Engineer for Knowledge Platform

We're looking for an experienced AI workflow engineer to help build an internal knowledge and content-generation system for a SaaS product. The project involves: * Designing a structured knowledge base * Organizing business knowledge into reusable formats * Building AI-powered content generation workflows * Storing and retrieving data from MongoDB * Creating a simple admin interface for managing content assets Current stack: * MongoDB * Firebase * GitHub Required experience: * Advanced LLM workflows * Prompt engineering * MongoDB * Python * API integrations Nice to have: * FastAPI * Content automation * Marketing workflow experience * RAG / knowledge-base systems Please include: 1. A similar project you've built 2. Your recommended architecture 3. GitHub, portfolio, or case studies Screening question: In 3-5 sentences, explain how you would build a system that generates high-quality content from a company's internal knowledge without producing generic AI output.