TalentFlow AI: Instant GitHub, LinkedIn Applicant Evaluator

This n8n workflow revolutionizes HR screening by triggering on new JotForm submissions containing candidate details like name, email, social URLs, resume, and job description. It extracts and normalizes usernames for LinkedIn, GitHub, and LeetCode, then scrapes comprehensive data: LinkedIn profiles/posts via ScrapingDog/Apify, GitHub repos/contributions via GraphQL, LeetCode stats via GraphQL, and converts resume PDFs to text with PDF.co.

Next, LangChain agents on OpenRouter perform intelligent evaluation, generating 1-10 fit scores tailored to the job description, with detailed justifications for each data source. This ensures objective, data-driven insights into candidate suitability without manual review.

Finally, it merges all scores, feedback, and hyperlinks into a consolidated report, appending a new row to Google Sheets for easy tracking. Ideal for HR teams, recruiters, and hiring managers seeking to save hours on resume screening, reduce bias, and accelerate hiring with AI precision.

Benefits include time savings (no copy-paste), multi-source validation, customizable scoring, and seamless integration into ATS pipelines. Perfect for high-volume recruiting in tech roles.