Developer builds open-source tool to score LinkedIn jobs against your CV and alert you early

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A developer created SnapplAI, an open-source tool designed to help job seekers find relevant LinkedIn postings before competition peaks. The tool scrapes fresh LinkedIn listings, uses Google's Gemini AI to score each posting against the user's CV, and emails only the top matches. The project was motivated by the observation that popular job posts attract over 200 applicants within 48 hours, often before daily digest emails arrive. Built with Python and a pandas DataFrame, it requires no agent framework and can run locally, via Docker, or as a scheduled GitHub Actions job. The MIT-licensed project is publicly available on GitHub and open to community contributions.

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