RAG accuracy audit with a reusable eval harnessAmish Bemelkhedkar
Find out how often your system actually retrieves the right thing.
I build an evaluation set from your real documents and real questions, then measure retrieval recall, ranking quality, and how often the model answers without evidence. You get numbers with confidence intervals, not a demo that looked fine.
You get an eval harness you keep and can re-run, a results report, and a ranked list of fixes. I need a sample of your documents and 20 or more real user questions.
Turnaround: 5 days.
Starting at$400
Duration1 week
Tags
Python
AI Engineer
Data Scientist
Service provided by
Amish Bemelkhedkar Bengaluru, India
RAG accuracy audit with a reusable eval harnessAmish Bemelkhedkar
Starting at$400
Duration1 week
Tags
Python
AI Engineer
Data Scientist
Find out how often your system actually retrieves the right thing.
I build an evaluation set from your real documents and real questions, then measure retrieval recall, ranking quality, and how often the model answers without evidence. You get numbers with confidence intervals, not a demo that looked fine.
You get an eval harness you keep and can re-run, a results report, and a ranked list of fixes. I need a sample of your documents and 20 or more real user questions.
Turnaround: 5 days.
$400