LinkedIn Cold Email Finder
A high-throughput Python automation network that bypasses LinkedIn rate limits using rotating proxies and alternative search engine APIs. It scrapes decision-maker profiles, extracts verified business emails via OSINT techniques, and sequences automated cold outreach campaigns via SMTP — all running headlessly.
The Challenge
Bypassing aggressive LinkedIn anti-bot WAF measures and structuring raw, inconsistent HTML data into a clean, actionable lead pipeline without triggering account lockouts.
The Approach
Engineered a rotating proxy scraper that leverages DuckDuckGo and alternative search APIs to aggregate LinkedIn profile data without direct platform access. Feeds structured lead data directly into a local SMTP email blast queue with templating and personalization.
The Result
A fully autonomous lead-generation and outbound sales tool running entirely headlessly — zero manual input from scrape to send.