Submissions
Sarang Kulkarni

Sarang Kulkarni

@sarangk90

  • Joined Dec 2022

The Fifth Elephant 2025 Annual Conference

Building RAG based LLM Applications: From PoC to Production

Introduction Did you know that almost all modern Large Language Model (LLM) applications have Retrieval-Augmented Generation (RAG) as a core component? This workshop is designed to help developers and ML engineers build powerful LLM applications leveraging RAG and explore techniques to enhance them beyond basic proof-of-concepts. Participants will gain a solid understanding of the core RAG archit… more
  • 2 comments
  • Submitted
  • 30 Mar 2025
Choose the topic your submission falls under: Other I am submitting for: Speaking at the Fifth Elephant 2025 Annual Conference Type of submission: Hands-on workshop - 2.5 hours

The Fifth Elephant 2025 Annual Conference CfP

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Productionizing LLM-Powered Agents: Lessons from Pharma R&D

Abstract: Preclinical R&D is full of buried insights—locked in silos, old PDFs, and structured databases. What if a single system could surface the right answer or write a regulatory report in minutes? At Bayer, we co-developed PRINCE, a GenAI-powered research assistant that helps scientists navigate over 2 million+ data chunks and complex structured data, bringing order, speed, and precision to … more
  • 6 comments
  • Submitted
  • 15 Apr 2025
Choose the topic your submission falls under: Applied ML - health I am submitting for: Speaking at the Fifth Elephant 2025 Annual Conference Type of submission: 30 mins talk