AI candidate evaluation from LinkedIn, GitHub, LeetCode

This workflow automates the initial assessment of job candidates by extracting and analyzing data from LinkedIn, GitHub, LeetCode, and PDF resumes. Using AI-powered agents, it generates structured evaluations and stores them in Google Sheets—ideal for IT recruiters, HR professionals, and technical leads.

## Who it´s for
- HR specialists automating initial candidate screening
- IT recruiters evaluating technical skills via GitHub and LeetCode profiles
- Recruitment agencies processing high volumes of applications
- Technical leads involved in developer hiring

## What the automation does
- Triggers on new job applications via JotForm webhook
- Extracts candidate usernames (LinkedIn, GitHub, LeetCode) and resume text from PDF
- Scrapes profile data using HTTP requests to external APIs
- Evaluates each profile with a dedicated LangChain agent powered by OpenRouter AI
- Merges results and saves structured assessments into Google Sheets

## What´s included
- Ready-to-use n8n workflow
- Trigger and handler logic based on JotForm webhook
- Integrations with JotForm, LinkedIn, GitHub, LeetCode, Google Sheets, PDF.co
- Basic textual guide for setup and adaptation

## Requirements for setup
- Active accounts in JotForm, Google Sheets, and PDF.co
- Access to GitHub and LeetCode public APIs
- OpenRouter API key with access to a supported LLM
- n8n instance with capabilities for HTTP requests and file processing

## Benefits and outcomes
- Saves time on manual review of hundreds of applications
- Objective AI-based scoring across multiple data sources
- Standardized output format in Google Sheets for easy comparison
- Enables scalable hiring without increasing team workload
- Early filtering of low-fit candidates

## 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 Telegram: @gleb923.