I will build a custom rag chatbot for your website or documents

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ravikumar_n
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ravikumar_n
Ravikumar M

About this gig

I build retrieval-augmented generation (RAG) chatbots that answer questions directly from your documents, website, or database, no hallucinated answers, just accurate responses grounded in your own content.


What you get: a working chatbot connected to your PDFs, website, Notion, or database. Vector search setup using Pinecone, Weaviate, or Chroma. Your choice of underlying model, GPT, Claude, Gemini, or open-source. Clean, documented code you own outright. Optional web widget or Slack integration.


I'm a Generative AI engineer with 3+ years building production RAG systems, sub-second response latency, enterprise-scale deployments, and clean handoffs. Message me with your documents or use case and I'll tell you exactly what's possible.

Get to know Ravikumar M

Ravikumar M

Senior AI Engineer

  • FromIndia
  • Member sinceJun 2020
  • Avg. response time1 hour
  • Languages

    English
Senior AI Engineer with 3+ years building and deploying production AI systems across LLMs, multi-agent architectures, NLP, computer vision, and generative AI. I turn AI ideas into reliable, scalable systems — RAG pipelines, autonomous agents (LangGraph, CrewAI), and LLM/embedding fine-tuning (SFT, LoRA, PEFT). Full-stack: AWS, Azure, Databricks, MLflow, Docker, vector DBs (Pinecone, Weaviate, Chroma). Delivered sub-second response latency at enterprise scale and cut manual workflows by up to 50%. Certified in prompt engineering, RAG, and LLM fine-tuning (DeepLearning.AI).