We have a working system (metadata → AI reasoning → governance → hardware output).

Your role is to rebuild the governance logic using the current system as the exact functional spec.

Reference Validation

You won’t validate outputs yourself — our internal team evaluates correctness and provides rapid feedback.

Your job is to refine and converge toward these expert-defined patterns.

What You’ll Do

• rebuild reasoning/validation logic
• optimize async performance
• refine metadata → parameter mapping
• implement override/preference logic
• deliver a clean FastAPI backend

Skills Needed

• Python
• FastAPI
• LLM structured outputs
• systems logic
• async/latency optimization

$100,000 — $200,000/year