Sfoglia categorie
Esplora
Fiverr Pro
Italiano
$
USD
I will build a custom llm evaluation and testing framework
Zlatin S
Vetted Pro
Level 1
Selezionato da Fiverr Pro
Zlatin S selezionato dal team Fiverr Pro per la sua esperienza.
Informazioni su questo servizio
Your AI app works today. Will it still work after a model or prompt update?
I build Python-based LLM evaluation tools that help teams detect failures, track response quality, and catch regressions before release.
WHAT I BUILD
- Automated tests for LLM APIs and chatbots
- Output-format and expected-behavior checks
- Rubric-based response scoring (Standard and Premium)
- Reports showing failed cases and key metrics
- Streamlit results dashboard
- Model or prompt comparison and GitHub Actions CI (Premium)
PACKAGES
Basic: 25 test cases, 2 checks, and a simple results dashboard.
Standard: 75 test cases, 3 criteria, detailed analysis dashboard.
Premium: 150 test cases, 4 criteria, comparison and CI automation.
YOU RECEIVE
Python source code, evaluation test files, result exports, setup instructions and a demonstration.
Scope: One agreed English-language workflow. Model API charges, hosting, fine-tuning and ongoing monitoring are excluded. No evaluation system guarantees zero hallucinations.
Please message me before ordering to confirm your API, test data and acceptance criteria.
Scopri di più su Zlatin S
Zlatin S
Vetted Pro
Senior AI and Full Stack Engineer
Level 1
Zlatin S fa parte del catalogo di Fiverr Pro ed è stato selezionato da un team di Fiverr Pro per le sue capacità e competenze.
Selezionato per
Sviluppo AI
- DaBulgaria
- Membro daago 2025
- Tempo di risposta medio4 ore
- Ultima consegna2 mesi
Lingue
Bulgaro, Inglese
I'm a Senior Full-stack AI engineer with over 10 years of experience so I focus on developing AI-powered SaaS platforms, Web, and Mobile applications.
My focus is turning manual processes into scalable systems that save time and increase revenue.
I specialize in
- AI agents & LLM integrations (RAG, Chatbot, OpenAI, Claude, custom pipelines),
- AI-powered SaaS platforms (from backend to UI),
- workflow automation (CRM, support, internal tools),
- data pipelines and intelligent systems,
- Expert in LLM integration, AI agents, Full-stack development, and end-to-end product delivery.
Il mio portfolio
Altri servizi della categoria Sviluppo AI offerti da me
FAQ
What types of AI applications can you evaluate?
I can build tests for text-based LLM APIs, chatbots, and similar AI applications. More complex agent or multimodal workflows require a custom scope.
Which LLM providers do you support?
I support OpenAI-compatible endpoints and other providers with accessible APIs, subject to confirming their integration requirements before the project.
Can you detect AI hallucinations?
I can implement groundedness and reference-based checks where suitable data is available. These checks help identify potential hallucinations but cannot guarantee perfect detection.
Can you test a RAG chatbot?
Yes, within an agreed response-evaluation scope. Advanced document retrieval testing, citation verification, and end-to-end RAG testing may require a custom offer.
Will I receive the complete source code?
Yes. I provide the agreed Python source code, test cases, evaluation reports, and setup instructions.
Can I run the tests after delivery?
Yes. The framework is designed for repeated execution using your configured API access and local environment.
Are API usage and hosting included?
No. Third-party model usage, API credits, cloud hosting, and ongoing monitoring are not included in the package price.
What is included in a revision?
A revision covers corrections and adjustments within the agreed specifications. New models, integrations, or major features require a separate quote.
