Automate CV Screening & Analysis with Telegram, Gemini AI & Google Workspace

🧩 What Problem Does It Solve? Manually reviewing CVs from Telegram job applicants is slow, error-prone, and often inconsistent. This workflow automates the collection, analysis, and storage of CVs — saving HR teams hours while ensuring structured, high-quality candidate data for fast decision-making.

📝 Description This workflow is built to help HR teams collect and qualify CVs sent over Telegram. It verifies that a candidate submits a valid PDF, stores the file securely, extracts key information using AI, and logs everything neatly in Google Sheets.

🎯 Key Advantages for HR Teams ✅ Automatically filters out non-PDF and invalid messages ✅ Uses AI to extract clean, structured candidate data ✅ Links CV files to Google Sheets for easy HR access ✅ Eliminates manual data entry from physical CVs ✅ Provides a scalable CV pipeline via Telegram

🛠️ Features Telegram bot for CV collection

MIME-type PDF validation

Google Drive integration for secure storage

Text extraction from PDFs

Gemini AI-powered CV parsing

Google Sheets integration for candidate logging

Merge logic to synchronize multiple streams

JSON-safe parsing for AI output

Automatic job title and experience categorization

Duplicate prevention through name-based matching

🔧 Requirements A Telegram bot token

Google Drive API credentials

Google Sheets API credentials

Gemini API key (or another LLM)

n8n instance with relevant credentials configured

Candidates sending CVs in PDF format

🧠 Use Case Examples Recruitment Agencies: Automate pre-screening and reduce manual effort

Small Startups: Collect high-quality CVs without paying for an ATS

Internship Programs: Quickly categorize applicants by experience

Remote Hiring: Accept global CVs via Telegram from mobile users

Freelancer Portals: Auto-log contractor profiles from incoming resumes

⚙️ Configuration Tips 1-Set up Telegram Bot API credentials 2-Configure Google Drive API access 3-Configure Google Sheets API access 4-Configure Google Gemini/PaLM API access 5-Replace all placeholder IDs with your actual values

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