lead-pipeline

Parses raw LinkedIn profile text into structured JSON and scores candidates for outreach campaigns using GPT-4.1-mini.

Tools: 1 | Auth: OpenAI API key

Tools

Tool	Description
parse_profiles	Parse LinkedIn profiles from JSON file into structured data with scoring

Input

JSON file with an array of enriched lead objects:

[
  {
    "name": "Jane Smith",
    "profile_text": "VP of Engineering at Acme Corp...",
    "linkedin_url": "https://linkedin.com/in/janesmith"
  }
]

Output

parsed_profiles.json with structured fields per lead:

• headline, current_role, company
• experience, education, skills
• languages, certifications
• enrichment (briefing summary)
• score (0-100)

Notes

• Uses GPT-4.1-mini for extraction and scoring
• Runs in parallel (10 concurrent via semaphore)
• Cost: ~$0.001 per profile