Venkata Divi Naresh

About Venkata Divi Naresh

Engineering Leader | Building Scalable RAG Systems & Intelligent Search for the EnterpriseI’m an Engineering Manager and Data Scientist passionate about transforming enterprise search into intelligent, scalable solutions. I lead the design and development of Retrieval-Augmented Generation (RAG) frameworks that integrate structured and unstructured data from enterprise platforms.With a strong focus on performance, modularity, and innovation, I’ve built systems that leverage MultiModal, Small and Large Language Models, NL2SQL engines, hybrid search, agentic orchestration, semantic clustering, and dynamic query routing — all tailored for multi-tenant SaaS environments.I simplify complexity, architect with purpose, and drive product-aligned innovation from R&D to production.

Experience

1. Engineering Manager

   Kore.ai

   Mar 2025 — Present · Hyderabad, IN

   Engineering Manager | Building Enterprise-Grade Intelligent Search & RAG SystemsLead the architecture and development of scalable, tenant-aware RAG (Retrieval-Augmented Generation) systems powering intelligent search across structured and unstructured enterprise data.Designed and implemented a modular agentic query orchestrator supporting hybrid search (BM25 + dense vectors), dynamic multi-vector routing, score fusion, and field-level retrieval strategies.Pioneered NL2SQL and Graph RAG engines to enable natural language querying across relational and graph-based sources, delivering context-rich, explainable answers.Drove the transition from vanilla to agentic RAG, enabling adaptive query understanding, intelligent source routing, and task-aware reasoning.Spearheaded the evaluation and integration of vector databases, optimizing for performance, scalability, and lifecycle management.Champion a clean, future-proof architecture with emphasis on observability, async pipelines, and low-latency inference.

Education

• International Institute of Information Technology Hyderabad (IIITH)

  Master's Degree, Master of Science in Information Technology

  2013 — 2015

• Amali High Scool

  High School

  2004 — 2005

• Vignan Institute of Technology and Science

  Bachelor's Degree, Electrical, Electronics and Communications Engineering

  2007 — 2011

Skills

• Lucene
• Powerpoint
• Microsoft Excel
• Mysql
• Jsp
• Scrapy
• Machine Learning
• Chat Bot
• Javascript
• Solr
• Html
• C++
• Google Analytics
• Groovy
• Css
• Python
• Microsoft Word
• Microsoft Office
• Sentiment Analysis
• Grails
• Data Mining
• Api Development
• C
• Programming
• Text Analytics
• Java
• Piwik
• Api.ai
• Redis
• D3.js
• Matlab
• R