Commercial-grade CrewAI stack that runs multi-stage audits, briefs, and reporting using LangChain + ChromaDB.
Built a commercial-grade CrewAI-powered SEO automation stack for DigitalSix, a solutions-focused digital agency based in Brisbane, Australia. The system automates multi-stage SEO audits, content briefs, and reporting workflows using LangChain orchestration and ChromaDB for semantic search. This automation transformed multi-day audit cycles into single automated sprints, significantly improving operational efficiency and client delivery speed.
Started with requirements gathering and workflow analysis. Designed multi-agent architecture with specialized roles for audits, briefs, and reporting. Implemented LangChain orchestration for agent coordination and ChromaDB for semantic search capabilities. Built RESTful APIs with FastAPI and integrated React frontend for monitoring. Deployed using Docker containers on AWS with CI/CD pipelines for automated testing and deployment.
3 months

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