AI Agent Review Paper Fastrack

Full-stack AI Review Engine for automatically evaluating essays, research papers, and business plans

Key Outcomes

• Designed multi-agent routing flow in n8n for support ticket triaging
• Integrated OpenAI function calling to query active user database
• Implemented fallback mechanisms to human operators

AI Agent Orchestration pipeline

Developed an AI-powered review engine that orchestrates multiple AI agents and external tools to accelerate academic document evaluation across research papers, essays, and business plans.

System Workflow

The system automates document extraction, metadata analysis, evidence retrieval, scoring, and structured feedback generation, helping reduce manual review effort, improve evaluation consistency, and provide faster decision support for education and research workflows.