Custom AI Agent & Production RAG Pipeline by Rajan MishraCustom AI Agent & Production RAG Pipeline by Rajan Mishra
Custom AI Agent & Production RAG PipelineRajan Mishra
Cover image for Custom AI Agent & Production RAG Pipeline
Are you looking to build an autonomous AI agent or custom RAG pipeline that works reliably in production without hallucinations, high latency, or infinite loops?
I help startups, agencies, and engineering teams architect and deploy production-ready AI systems.
━━━━━━━━━━━━━━━━━━━━━━━━━━ 📦 WHAT IS INCLUDED ━━━━━━━━━━━━━━━━━━━━━━━━━━
Architecture & State Design: • Custom multi-agent state machines (LangGraph, CrewAI, Python) • Deterministic tool routing and self-healing error recovery loops • Schema validation (Pydantic / Zod) to ensure stable API output
Zero-Hallucination RAG & Data Retrieval: • Hybrid search (dense vector + sparse keyword retrieval) • Deterministic document pre-processing (parsing tables, formulas & citations) • Vector database setup (Qdrant, Pinecone, Chroma, or pgvector)
API & Full-Stack Delivery: • Async, low-latency backend with FastAPI / Python • Frontend integration with Next.js, React, or modern dashboard UI • Full containerization (Docker) and cloud deployment (Vercel, AWS, Render)
━━━━━━━━━━━━━━━━━━━━━━━━━━ ⭐ WHY WORK WITH ME? ━━━━━━━━━━━━━━━━━━━━━━━━━━ • Verified GitHub Sponsor: Vetted for high code quality and engineering rigor. • Proven Track Record: Open-source contributor to Omi (BasedHardware AI wearable) and creator of live production AI agents. • Transparent Communication: Daily async updates, clean Git commits, and zero fluff.
━━━━━━━━━━━━━━━━━━━━━━━━━━ ⏱️ TIMELINE & NEXT STEPS ━━━━━━━━━━━━━━━━━━━━━━━━━━ Standard delivery: 7 to 14 days.
Click "Get in touch" or "Message" and tell me about your project!
Starting at$1,500
Duration1 week
Tags
FastAPI
Next.js
Python
AI Agent Engineer
Fullstack Engineer
LLM
Artificial Intelligence
Machine learning
Service provided by
Rajan Mishra Prayagraj, India
1
Followers
Custom AI Agent & Production RAG PipelineRajan Mishra
Starting at$1,500
Duration1 week
Tags
FastAPI
Next.js
Python
AI Agent Engineer
Fullstack Engineer
LLM
Artificial Intelligence
Machine learning
Cover image for Custom AI Agent & Production RAG Pipeline
Are you looking to build an autonomous AI agent or custom RAG pipeline that works reliably in production without hallucinations, high latency, or infinite loops?
I help startups, agencies, and engineering teams architect and deploy production-ready AI systems.
━━━━━━━━━━━━━━━━━━━━━━━━━━ 📦 WHAT IS INCLUDED ━━━━━━━━━━━━━━━━━━━━━━━━━━
Architecture & State Design: • Custom multi-agent state machines (LangGraph, CrewAI, Python) • Deterministic tool routing and self-healing error recovery loops • Schema validation (Pydantic / Zod) to ensure stable API output
Zero-Hallucination RAG & Data Retrieval: • Hybrid search (dense vector + sparse keyword retrieval) • Deterministic document pre-processing (parsing tables, formulas & citations) • Vector database setup (Qdrant, Pinecone, Chroma, or pgvector)
API & Full-Stack Delivery: • Async, low-latency backend with FastAPI / Python • Frontend integration with Next.js, React, or modern dashboard UI • Full containerization (Docker) and cloud deployment (Vercel, AWS, Render)
━━━━━━━━━━━━━━━━━━━━━━━━━━ ⭐ WHY WORK WITH ME? ━━━━━━━━━━━━━━━━━━━━━━━━━━ • Verified GitHub Sponsor: Vetted for high code quality and engineering rigor. • Proven Track Record: Open-source contributor to Omi (BasedHardware AI wearable) and creator of live production AI agents. • Transparent Communication: Daily async updates, clean Git commits, and zero fluff.
━━━━━━━━━━━━━━━━━━━━━━━━━━ ⏱️ TIMELINE & NEXT STEPS ━━━━━━━━━━━━━━━━━━━━━━━━━━ Standard delivery: 7 to 14 days.
Click "Get in touch" or "Message" and tell me about your project!
$1,500