🚀 ATS Resume Generator (Multi-Person, Jobscan-Optimized)

An ATS-optimized resume generation system that produces multiple senior-level resumes from a single Job Description using OpenAI GPT models.

Designed to consistently reach 90–95%+ ATS scores (Jobscan-style) while maintaining person-specific differentiation, strict JSON safety, and automated document generation.

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✨ Key Features

• 🔥 Single Job Description → Multiple Distinct Resumes
• 🎯 ATS-First Design (Jobscan-Optimized)
• 🧠 Strict Keyword Fidelity (No Paraphrasing)
• 🧩 Soft Skills Extraction & Enforcement
• 📄 DOCX Resume Generation (Template-Based)
• 🔔 Windows Toast Notifications
• ⌨️ Hotkey-Triggered (Ctrl + Q)
• 📂 Auto-Open Output Directory (Once)
• 🛡️ Strict JSON Validation (No Hallucinated Formats)

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🏗️ Project Structure

.
├── main.py
├── templates/
│   ├── Timothy.docx
│   ├── Wilfredo.docx
│   ├── Lou.docx
│   └── Ryan.docx
├── output/
│   └── JD_YYYYMMDD_HHMMSS/
│       ├── 1_Timothy_resume.docx
│       ├── 2_Wilfredo_resume.docx
│       ├── 3_Lou_resume.docx
│       └── 4_Ryan_resume.docx
└── README.md

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🧠 How It Works

1. Copy a Job Description
2. Press Ctrl + Q
3. The system:
   • Extracts hard & soft skills
   • Builds a strict ATS prompt
   • Generates 4 distinct senior resumes
   • Saves each as .docx
   • Opens output folder (once)
   • Shows toast notifications

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👤 Multi-Person Differentiation

Each resume uses a unique style profile to prevent duplication and ATS penalties.

All resumes:

• Remain senior-level
• Share the same JD
• Use different metrics and wording

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🧩 ATS Optimization Strategy

Hard Skills

• Copied verbatim from the Job Description
• Repeated across Summary, Skills, Experience

Soft Skills

• Extracted via behavioral signal detection
• Enforced verbatim in experience bullets

Experience Rules

Each bullet:

• Starts with an action verb
• Includes 1 hard skill, 1 soft skill, and 1 metric

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⚙️ Requirements

• Python 3.10+
• Windows OS
• OpenAI API key

Install Dependencies

pip install openai python-docx keyboard pyperclip winotify docx2pdf scikit-learn

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▶️ Usage

python main.py

Copy a Job Description → Press Ctrl + Q

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🏆 Result

✔ 90–95%+ ATS resumes
✔ Fully automated
✔ Deterministic & scalable