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I will build a rag chatbot or llm feature for your java spring boot application
Murali K
Informazioni su questo servizio
Want an AI assistant that answers from your own data, inside your Java application? I'm a Senior Java Technical Architect (18+ years) who has shipped a production RAG service that lets users query business data in plain English. I'll design and build yours properly, not just a demo.
WHAT I DO
- RAG architecture: chunking, embeddings, retrieval and grounded answers
- Spring Boot and Spring AI integration, with async ingestion pipelines
- LLM provider and vector store selection (Azure, Elastic/OpenSearch, PostgreSQL)
- Tenant-safe design so users only see data they are allowed to see
- Resilience, latency and cost checks before you go live
WHAT YOU GET
- Clear architecture and tech-stack recommendation
- Working proof of concept on your sample data (Standard and Premium)
- Evaluation notes and a production-hardening plan (Premium)
Message me first with a short description of your data, stack and what users should be able to ask.
Scopri di più su Murali K
Murali K
Senior Java Technical Architect
- DaIndia
- Membro daset 2026
Lingue
Inglese
I am a Senior Java Technical Architect with over 18 years of experience architecting and modernizing enterprise-scale distributed systems. I specialize in Spring Boot, cloud modernization on Azure and AWS, and production RAG/LLM integration. I have a proven track record of leading teams to deliver resilient, scalable architectures across Payments, Healthcare, and Energy domains.
Il mio portfolio
FAQ
Do you need access to my real data?
No. Sample or anonymised documents are enough for the proof of concept.
Which LLMs do you use?
I'll recommend one that fits your budget and privacy needs, such as Azure OpenAI or another hosted or open model.
Can you deploy it too?
Deployment guidance is included in Premium. Full deployment can be quoted as a custom order.
