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

M
michielhorstman
M
michielhorstman
Michiel H
Alcune informazioni sono riportate in lingua inglese.

Informazioni su questo servizio

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.

Scopri di più su Michiel H

Michiel H

AI Engineer, AI Agents, LLMs and Automation

5,0(14)
  • DaMessico
  • Membro damar 2019
  • Tempo di risposta medio17 giorni
  • Ultima consegna3 anni
  • Lingue

    Inglese, Spagnolo, Olandese
I'm an AI engineer, software developer, and founder of 4M Labs, specializing in AI agents, LLM applications, RAG systems, and business automation. I help businesses build reliable AI solutions, from custom chatbots and intelligent workflows to LLM evaluation, prompt injection testing, and API integrations. My experience includes Python, AI agent development, vector databases, retrieval optimization, and production software systems. Whether you need to build, automate, test, or improve an AI application, I deliver practical, scalable solutions with clear communication and measurable results.

Tag correlati