About the author
I’m a Principal Solutions Architect – Search Specialist, passionate about building and scaling search and GenAI-driven solutions. My journey started as a Software/SMTP Engineer, where I worked across stacks and started my own startup in the SMTP industry. Lately, my focus has been on GenAI, Information retrieval, and AI Agents, where filling the gap between unstructured data and intelligent search experiences.
Author's articles
June 30, 2026
Building a multilingual voice agent with Elastic Agent Builder & Sarvam AI
A working demo combining Sarvam AI speech with Elastic Agent Builder: identity verification, per-customer ES|QL queries, and mid-call language switching across 22 Indian languages without multilingual indices.
June 5, 2024
OpenAI function calling with Elasticsearch
Explore OpenAI's function calling capabilities and learn how to implement dynamic function calls, including fetching data from Elasticsearch, enhancing the model's real-time data access and complex operation handling.
April 3, 2024
Building a RAG System With Gemma, Hugging Face & Elasticsearch
Follow this step-by-step guide to build a Retrieval Augmented Generation (RAG) system using Gemma, Hugging Face, and Elasticsearch.
December 20, 2023
How to ingest data from Snowflake to Elasticsearch
Learn how to ingest data from Snowflake to Elasticsearch using Logstash or a Snowflake Elasticsearch Python Script.