Revolutionize Your Job Hunt: AI-Driven Resume Tailoring System

Revolutionize Your Job Hunt: AI-Driven Resume Tailoring SystemRevolutionize Your Job Hunt: AI-Driven Resume Tailoring System

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Fajar Rizwan

• Jul 3

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! 👇

Google Gemini AI Agent Designer Responsive Design AI Development Claude Cursor

Alex Prokhorov

max

• Jun 30

Claude Sonnet 5 is crazy efficient. One-shot this landing page and spent only 4% of 5h limit

Claude

Victor Adebayo

• Jun 30

Nice 👍

Lauri Lännenmäki

pro

• Jun 30

Not everything I build lives in Framer.

This one's a code project: I rebuilt Payy's React marketing site — a stablecoin payments company — from the front-end up. New typography system, a reusable motion foundation (scroll reveals, animated stats, page transitions), a handful of custom components, and a footer with proper parallax. All hand-written, no UI framework doing the heavy lifting.

I ran the whole build through Claude Code, which is where 15 years of front-end experience actually pays off — I'm not prompting and hoping. I know what good motion feels like, how to keep things performant and accessible, and where the real work is. The AI moves fast; the engineering judgment is mine. I also work fluently with MCPs like the Figma MCP, so I can pull straight from design files into clean, accurate code.

If you've got a Figma design that needs to become a real, performant site — in React, not just Framer — that's squarely my lane. Happy to talk through what you're building.

Check it out