Smart Lead Refiner 🚀

A lightweight, AI-inspired lead generation and outreach refinement tool — built in under 3 hours for the Caprae Capital AI-Readiness Challenge.

🔧 Features

• 🧠 Enrich company data from a list of domains (via Clearbit or mock)
• 📊 Score leads using funding, team size, and AI/tech relevance
• ✉️ Generate custom cold email templates for outreach
• 📁 Export everything into a clean CSV report

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📦 Project Structure

SmartLeadRefiner/
├── app/                    # Core modules
│   ├── scraper.py
│   ├── lead_scorer.py
│   └── email_generator.py
├── data/
│   ├── mock_company_data.json
│   └── leads_scored.csv
├── report/
│   └── rationale.md
├── main_pipeline.py        # Run full process as script
├── requirements.txt
└── README.md

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🚀 Quickstart (Mock Mode)

# Set up environment
pip install -r requirements.txt

# Run with mock data
export USE_MOCK_DATA=1
python main_pipeline.py

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📝 Notes

• You can swap mock enrichment with live Clearbit by changing the USE_MOCK_DATA flag and adding your API key.
• Output CSV includes lead scores and personalized emails, ready for campaign use.

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Built by Barneel Ray ⚡ | Robotics + AI + Hustle