Building a Job Application Bot with Python, FastAPI, and GPT-4
The author built an automated system to streamline their job search after getting laid off, leveraging Python, FastAPI, and GPT-4 to tailor resumes, search job boards, and apply to positions.
Why it matters
This project demonstrates how AI and automation can significantly streamline and improve the job search process, a common pain point for many.
Key Points
- 1Utilized a well-engineered prompt with GPT-4 to tailor resumes based on job descriptions
- 2Integrated with the hh.ru job board API to search and apply to positions
- 3Automated the application process using Playwright for browser automation
- 4Managed the system with systemd on a VPS for reliable operation
Details
The author built a comprehensive system to automate their job search process after getting laid off. The core of the system is a prompt that leverages GPT-4 to tailor resumes based on job descriptions, ensuring the resume content and keywords match the requirements. The system also integrates with the hh.ru job board API to search and apply to positions, using Playwright for browser automation when APIs are not available. The entire system is managed with systemd on a VPS for reliable operation. The author was able to secure 12 interviews in 7 days using this automated approach.
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