Senior ML Engineer - AI Document Intelligence (Remote, $15K Contract)
Shado Ventures · Anywhere in the World · posted 8 months ago
The Challenge
The Mission
Personal Context
The Opportunity
• $7,500 paid upfront at contract signing
• $7,500 upon successful delivery
• Equity: 3–5% (4-year vesting, 1-year cliff)
• Salary: $180,000–$220,000
• Employee #1 with the opportunity to shape the entire technical foundation
• $3.5M seed round targeted to close in April 2026
What You’ll Build
• Use GPT-4 Vision or Claude Sonnet with vision
• Achieve 95% data extraction accuracy across 50+ state formats
• Output structured JSON fields (name, DOB, date of death, SSN, address)
• Create 15+ institution-specific templates
• Cover SSA, Medicare, DMV, IRS, banks, credit cards, insurance, utilities
• Use Jinja2, python-docx, and PDF generation
• Produce professional-grade documents (not obviously AI-generated)
• Build UI using Streamlit or React
• End-to-end flow: Upload → Review → Generate → Download
• Deliver an investor-ready demo video
Requirements
✓ 5+ years of experience shipping production ML/AI systems
✓ Hands-on experience with GPT-4 or Claude APIs in production environments
✓ Public GitHub profile with LLM-related projects (code will be reviewed)
✓ Availability to start within 2–4 weeks
✓ Commitment of 30–40 hours per week for 3 weeks
Nice to Have:
- Experience with OCR and document parsing
- Background in legal or regulated industries
- Experience working with vision models
Python 3.10+, GPT-4 Vision / Claude, Jinja2, python-docx, Pydantic, Streamlit or React
Why This Is Technically Compelling
• A novel problem with no existing AI solution for death certificate processing
• High technical challenge with a 95% accuracy target across diverse formats
• Greenfield architecture with full ownership of technical decisions
• Meaningful real-world impact for millions of families each year
How to Apply
Contact: Noa James
Email: [email protected]
Please include all four of the following:
- GitHub profile link (required)
- One production GPT-4/Claude project (problem statement, results, repo link)
- Availability (start date and hours per week)
- Brief technical approach (3–5 sentences on certificate parsing and legal document generation)
Timeline:
Interviews in late February
Start mid-March
Delivery in early April
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