I will build an ai eval suite to benchmark your llm chatbot quality


About this gig
Most AI teams have no idea if their chatbot is actually good. No eval harness, no benchmark, no way to know whether a new model or prompt change helped or hurt. I build the LLM evaluation system that tells you.
I will build a custom AI evaluation and regression testing suite for your LLM application. You'll know exactly how your model performs, what's regressing, and whether an upgrade is an improvement or a downgrade.
What you get:
- Custom test sets built from your real use cases
- LLM-judge harness calibrated to human preference
- Chatbot testing that catches quality drops before you ship
- Quality metrics: accuracy, hallucination rate, bias, latency
- CI quality gate so every release is checked automatically
- Clear pass/fail reports your whole team can read
My process: use-case mapping test set curation harness build calibration handoff with documentation.
Who this is for: AI startups shipping agents, SaaS teams with LLM features, product teams comparing models, anyone burned by a regression nobody caught.
Message me before ordering and I'll scope your eval suite in under an hour.
Get to know Michiel H
Marketing Strategist and Blockchain Consultant
- FromMexico
- Member sinceMar 2019
- Last delivery3 years
Languages
English, Spanish, Dutch
Other AI Development Services I Offer
FAQ
What is an AI eval suite?
A test harness that measures your model's quality against your real use cases.
What metrics do you measure?
Accuracy, hallucination rate, bias, latency, and consistency.
Do I need to be technical to use this?
No. I deliver reports your whole team can read, plus the harness for your engineers.
Can you evaluate multiple models?
Yes, that's the point. Compare GPT vs Claude vs open-source before you commit.

