Ranjith Nandish
AI engineer building LLM applications, RAG and agents for production
- LLM applications
- RAG
- Document pipelines
- Agents
- LLM evaluation
Berlin, Germany
AI engineer with 7+ years in Python and production AI, focused on LLM applications, retrieval-augmented generation (RAG) and document pipelines. At explai, I build and operate LLM applications and agents for enterprise customers: hybrid-search retrieval with re-ranking, backend services and data connectors, evaluation and tracing, and deployment on AWS. Before that, I built document retrieval with OCR-based ingestion at BAM (the German Federal Institute for Materials Research and Testing) and a RAG backend at Union Investment. Ph.D. in Computational Science.
Building in public
I'm building eight production-grade AI and data products, from a single LLM call to multi-agent systems, each with tests, evaluations, CI and a live demo. The blog records every step.
Latest from the blog
The first posts are on their way.