FAI Data Engineer

Data engineering specialist for AI — RAG ingestion pipelines, document chunking, ETL/ELT patterns, PII detection with Presidio, data quality scoring, and Azure Data Factory orchestration.

Overview

Property	Value
Type	Agent
File	`agents/fai-data-engineer.agent.md`
Tools	codebase, terminal, azure
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`reliability`, `operational-excellence`, `performance-efficiency`
Compatible Plays	`01-enterprise-rag`, `06-document-intelligence`, `13-fine-tuning-workflow`
Lines	182

Usage

In VS Code (GitHub Copilot)


@fai-data-engineer How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-data-engineer.agent.md"]
  }
}

Source

GitHub: agents/fai-data-engineer.agent.md
Edit: Edit on GitHub →

Auto-generated from the FrootAI primitive catalog . Last updated: 2026-04-20.