RAG Pipeline & LLM Agent DevelopmentIzhar Katariya
I build production-grade RAG pipelines and LLM-powered AI agents — not prototypes, systems that run in production.
What I deliver:
Custom RAG systems for document Q&A, semantic search, and knowledge retrieval
Multi-step AI agents using LangChain/LangGraph with tool calling and conditional routing
Validation layers that catch hallucinated outputs before they reach your users
FastAPI backends, Docker deployment, AWS infrastructure
Recent work: built an ESG report generator that validates every LLM-generated number against source data (zero hallucinated figures in compliance docs), and a 4-pass document analysis pipeline that reviews entire M&A data rooms in under 2 minutes.
I move fast and communicate clearly. You'll typically see a working version within days, not weeks. Every project I reference is live on a public URL — happy to share one before we even talk scope.
FAQs
Izhar's other services
Contact for pricing
Duration1 week
Tags
AI Agents
FastAPI
LangChain
LangGraph
LLM Integration
Python
RAG
AI Engineer
Machine Learning
Service provided by
Izhar Katariya Delhi, India
RAG Pipeline & LLM Agent DevelopmentIzhar Katariya
Contact for pricing
Duration1 week
Tags
AI Agents
FastAPI
LangChain
LangGraph
LLM Integration
Python
RAG
AI Engineer
Machine Learning
I build production-grade RAG pipelines and LLM-powered AI agents — not prototypes, systems that run in production.
What I deliver:
Custom RAG systems for document Q&A, semantic search, and knowledge retrieval
Multi-step AI agents using LangChain/LangGraph with tool calling and conditional routing
Validation layers that catch hallucinated outputs before they reach your users
FastAPI backends, Docker deployment, AWS infrastructure
Recent work: built an ESG report generator that validates every LLM-generated number against source data (zero hallucinated figures in compliance docs), and a 4-pass document analysis pipeline that reviews entire M&A data rooms in under 2 minutes.
I move fast and communicate clearly. You'll typically see a working version within days, not weeks. Every project I reference is live on a public URL — happy to share one before we even talk scope.
FAQs
Izhar's other services
Contact for pricing