Optimize Resumes & Generate Cover Letters with Gemini AI and PDF.co

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Built by Blukaze Automations Blukaze Automations
Created on June 08, 2026

Description

ATS-Optimized Resume and Cover Letter Generator

This n8n template automates the process of creating ATS-friendly resumes and personalized cover letters from uploaded pdf resume.

Use cases
Instantly generate ATS-optimized resumes for specific job descriptions.
Create customized cover letters tailored to each role.
Automate resume enhancement for career portals or HR tools.
Build a resume improvement backend for job platforms or AI career assistants.

Good to know

This workflow connects to few basic external services so you’ll need to configure credentials for them before running the template. It works on both cloud and self-hosted n8n instances, and setup typically takes 5–10 minutes.

Requirements

n8n Cloud or self-hosted instance
Google Gemini API key for AI text generation
PDF.co API key for document conversion
Gmail account (OAuth connected) for delivery

Customising this workflow

Replace Gmail with Slack, Notion, or Drive for flexible document delivery.
Integrate other LLMs (like OpenAI GPT or Claude) for different writing styles.
Add additional formatting, branding, or multilingual support for global users.
Use it as the base for a career assistant automation or HR application backend.

Nodes Used (6)

AI Agent
@n8n/n8n-nodes-langchain.agent
Code
n8n-nodes-base.code
Gmail
n8n-nodes-base.gmail
Google Drive
n8n-nodes-base.googleDrive
Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini
HTTP Request
n8n-nodes-base.httpRequest