You will get AI output evaluation for accuracy and instruction following
Project details
I help teams evaluate AI outputs for accuracy, instruction following, reasoning quality, clarity, and hallucination risk. You will receive a structured review using clear scoring criteria, concise reviewer notes, issue tagging, and actionable recommendations.
This service is ideal for LLM apps, AI training datasets, prompt QA, response quality audits, and teams that need reliable human review before using or publishing AI-generated content.
I can work with spreadsheets, documents, copied responses, or structured datasets. Depending on the package, I will deliver a scored spreadsheet, issue summary, and prioritized recommendations to improve output quality.
This service is ideal for LLM apps, AI training datasets, prompt QA, response quality audits, and teams that need reliable human review before using or publishing AI-generated content.
I can work with spreadsheets, documents, copied responses, or structured datasets. Depending on the package, I will deliver a scored spreadsheet, issue summary, and prioritized recommendations to improve output quality.
AI Development Type
Model TuningAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$50
|
Standard
$150
|
Advanced
$300
|
|---|---|---|---|
| Delivery Time | 2 days | 4 days | 7 days |
Number of Revisions | 1 | 2 | 2 |
AI Model Integration | - | - | - |
Detailed Code Comments | - | - | - |
Knowledge Graph | - | - | - |
Model Documentation | |||
Ontology | - | - | - |
Source Code | - | - | - |
Taxonomy | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$20 - $75
Additional Revision
+$20
Extra 50 AI outputs
(+ 2 Days)
+$75Frequently asked questions
About Ivan
AI Quality Analyst and Data Engineer with LLM Evaluation SQL Python ex
Corpus Christi, United States - 7:07 am local time
Steps for completing your project
After purchasing the project, send requirements so Ivan can start the project.
Delivery time starts when Ivan receives requirements from you.
Ivan works on your project following the steps below.
Revisions may occur after the delivery date.
Review scope and organize outputs
I review the submitted material, confirm the evaluation goals, and organize the AI outputs into a structured scoring format.
Evaluate outputs with rubric
I score each output for accuracy, instruction following, clarity, completeness, hallucination risk, and overall quality.