# Resume assessment as image via Google Gemini to prevent AI prompt manipulation
This automation helps HR professionals and recruiters objectively evaluate candidates by analyzing resumes as images—blocking manipulation attempts via hidden AI prompts embedded in PDF files. The system ´sees´ the document like a human would.
## Who it´s for
- HR specialists using ATS who face AI-based resume manipulation
- Recruiters seeking more objective candidate screening
- Companies implementing AI-powered resume evaluation with anti-fraud protection
## What the automation does
- Downloads a candidate’s resume PDF from Google Drive
- Converts the PDF to an image using Stirling PDF API
- Resizes the image for faster processing
- Sends the image to Google Gemini’s multimodal LLM for analysis
- Assesses candidate fit for a role (e.g., Plumber)
- Ignores hidden text prompts invisible in visual format
- Outputs a structured JSON with qualification flag and reasoning
## What´s included
- Ready-to-use n8n workflow
- Logic for manual trigger handling
- Integrations with Google Drive, Stirling PDF API, and Google Gemini
- Basic setup and adaptation guide
## Requirements for setup
- n8n instance with HTTP and LangChain support
- Google Drive account with file read access
- Stirling PDF API key
- Google Gemini API key with multimodal model enabled
## Benefits and outcomes
- More objective initial candidate screening
- Protection against hidden AI prompts designed to fool parsers
- Time savings through automated pre-assessment
- Easy integration into existing recruitment workflows
- Clear, structured output with decision rationale
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat
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