Just Built: A Multi-Agent AI

Just Built: A Multi-Agent AI CV/Resume Tailor using CrewAI & Google Gemini 2.5 Flash! 📝 Huge thanks to Skill2Success for giving me this platform and helping me in making these type of projects and also Zarmina Sanam for guiding me in best way!!!!

Job hunting is tough, but tailoring your resume for every single job description shouldn't take hours. To solve this real-world problem, I built an automated multi-agent system that optimizes resumes for ATS algorithms in seconds!

🛠️ How it works:

Local PDF Extraction: Uses pypdf to read the candidate's resume directly via file paths (supporting drag-and-drop inputs).

ATS Specialist Agent: Analyzes the target Job Description (JD), evaluates keyword density, and flags technical or formatting gaps.

Executive Resume Writer Agent: Automatically re-architects and rewrites resume bullet points using the impact-driven STAR methodology without fabricating skills.

🏗️ Tech Stack:

Orchestration: CrewAI Framework

LLM Backbone: Google Gemini 2.5 Flash (Ultra-fast & accurate processing)

Security: strict .gitignore configuration to safeguard personal API credentials.

This project isolates production environment workflows perfectly and delivers tailored markdown resumes ready for corporate submissions!

📂 Check out the GitHub Repository here: https://lnkd.in/dvT4BK2S

Let's connect and discuss building autonomous agents for productivity workflows! 👇