AI Evaluation Harness for RAG Systems by Atique AhmedAI Evaluation Harness for RAG Systems by Atique Ahmed
AI Evaluation Harness for RAG SystemsAtique Ahmed
Cover image for AI Evaluation Harness for RAG Systems
You have an AI system. You don't know if it's actually working. I'll build an automated evaluation harness that measures: → Retrieval accuracy — is the right source found? → Answer groundedness — does the answer stay within what was retrieved? → Citation accuracy — are cited sources real? → Refusal accuracy — does it refuse correctly? Delivered with a full report showing exactly where your system fails and why. Starting from $500. Final price based on system complexity. Timeline discussed on discovery call.
Starting at$500
Duration1 week
Tags
Azure
FastAPI
LangChain
Python
AI Automation
AI Developer
Service provided by
Atique Ahmed Karachi, Pakistan
AI Evaluation Harness for RAG SystemsAtique Ahmed
Starting at$500
Duration1 week
Tags
Azure
FastAPI
LangChain
Python
AI Automation
AI Developer
Cover image for AI Evaluation Harness for RAG Systems
You have an AI system. You don't know if it's actually working. I'll build an automated evaluation harness that measures: → Retrieval accuracy — is the right source found? → Answer groundedness — does the answer stay within what was retrieved? → Citation accuracy — are cited sources real? → Refusal accuracy — does it refuse correctly? Delivered with a full report showing exactly where your system fails and why. Starting from $500. Final price based on system complexity. Timeline discussed on discovery call.
$500