About the author
Senior Principal Solution Architect
As a leader in data-driven technology with a strong 'Open Source First' approach, Sunile specializes in simplifying complex tech terms for diverse groups, fostering collaboration and understanding. His experience with Fortune 100 companies has honed his ability to merge strategic insight with technical expertise, leading to significant successes. He is dedicated to designing and executing data strategies that align with business goals, ensuring scalable, secure, and flexible solutions that enhance return on investment. Together, he aims to drive transformation by harmonizing technology and business needs.
Author’s articles
March 12, 2025
Unifying Elastic vector database and LLM functions for intelligent query
Leverage LLM functions for query parsing and Elasticsearch search templates to translate complex user requests into structured, schema-based searches for highly accurate results.
October 18, 2024
From PDF tables to insights: An alternative approach for parsing PDFs in RAG
An alternative approach to parsing PDF tables for RAG, overcoming the limitations of highly normalized formats like CSV and JSON.
June 11, 2024
Intelligent RAG data chunking: Fetch surrounding chunks
Learn about data chunking in RAG and explore fetch surrounding chunking, a pattern in RAG that uses chunking and Elasticsearch to refine LLM responses.
March 8, 2024
Avatar assisted & dialogue driven voice to RAG search
Create avatar-assisted voice search experience by integrating speech-to-text, semantic search, RAG and a synthesized avatar for responses.