Github based hiring ai agent

GitHub AI Career Agent is an automated system that leverages artificial intelligence to connect developers with relevant job and internship opportunities by analyzing their real-world coding activity on GitHub.

The project monitors new followers on a GitHub account and retrieves their publicly available data, including repositories, programming languages, commit history, and project complexity. Instead of relying on traditional resumes, the system evaluates a developer’s actual work to understand their technical skills, areas of expertise, and experience level.

Using an AI-powered analysis pipeline, the system processes this data to infer the developer’s profile, including their preferred tech stack, domains (such as backend, machine learning, or frontend), and suitability for different roles. Based on this analysis, it matches the user with relevant job or internship opportunities collected from online sources.

Finally, the system generates personalized recommendations and delivers them via email, creating an automated and intelligent workflow that bridges the gap between developers and hiring opportunities.

This project demonstrates how AI agents, APIs, and automation can be combined to build practical solutions that improve hiring processes by focusing on real skills rather than self-reported qualifications. It highlights the potential of using open-source activity as a reliable indicator of a developer’s capabilities and career fit.