We already have a functioning pipeline that moves from metadata to AI reasoning, then to governance, and finally to hardware actions.

Your task is to reconstruct the governance logic, using the current system as the precise functional blueprint.

Reference Validation
You won’t be judging outputs yourself — our internal team handles accuracy checks and provides fast feedback.

Your responsibility is to refine the system and align it with these expert‑defined patterns.

What You’ll Do
• Recreate the reasoning and validation framework
• Improve asynchronous performance
• Enhance the mapping from metadata to parameters
• Build override and preference mechanisms
• Produce a clean FastAPI backend

Skills Needed
• Python
• FastAPI
• Structured LLM outputs
• Systems logic
• Async and latency optimization

Salary range: $100,000–$200,000 per year