Fix Your LLM App: Hallucinations, Retrieval, Cost & Latency by Pulkit VermaFix Your LLM App: Hallucinations, Retrieval, Cost & Latency by Pulkit Verma
Fix Your LLM App: Hallucinations, Retrieval, Cost & LatencyPulkit Verma
Cover image for Fix Your LLM App: Hallucinations, Retrieval, Cost & Latency
Your LLM app works in the demo but breaks on real users? I find out why and fix it.
Common problems I fix
Hallucinations and answers not grounded in your data
Flaky or irrelevant RAG retrieval
Slow responses and runaway token costs
Prompts and agents that break on edge cases
How it works: I audit your pipeline end to end, build a small eval set from real queries, then ship the highest-impact fixes and show before/after results.
Starter scope: audit + fixes for one LLM feature in 1 week. You get a written report and all code changes.
Background: I build production RAG systems and AI agents at WeaveAI; 8+ years shipping production software.
Starting at$400
Duration1 week
Tags
LangChain
OpenAI
Python
RAG
LLM
Service provided by
Pulkit Verma Jaipur, India
2
Followers
Fix Your LLM App: Hallucinations, Retrieval, Cost & LatencyPulkit Verma
Starting at$400
Duration1 week
Tags
LangChain
OpenAI
Python
RAG
LLM
Cover image for Fix Your LLM App: Hallucinations, Retrieval, Cost & Latency
Your LLM app works in the demo but breaks on real users? I find out why and fix it.
Common problems I fix
Hallucinations and answers not grounded in your data
Flaky or irrelevant RAG retrieval
Slow responses and runaway token costs
Prompts and agents that break on edge cases
How it works: I audit your pipeline end to end, build a small eval set from real queries, then ship the highest-impact fixes and show before/after results.
Starter scope: audit + fixes for one LLM feature in 1 week. You get a written report and all code changes.
Background: I build production RAG systems and AI agents at WeaveAI; 8+ years shipping production software.
$400