Technical Talks -2 Section

#Technical #Section

🔹 Speaker 1: Swapnil Awasthi

Bio (Short): ( 11:00 AM - 11:45 AM)
Swapnil Awasthi is a senior credit risk and analytics professional with 10+ years of experience in fraud detection, ML, and financial systems, having worked at Barclays, Citibank, and more.

Topic:
Detecting Synthetic Identity Fraud Using Machine Learning and Behavioral Analytics

Summary:
Explains how synthetic identity fraud works and demonstrates ML-based approaches using behavioral and transactional data to detect it, while addressing governance, bias, and regulatory challenges.

11:45 AM - 12:00 PM Break 

🔹 Speaker 2: Seetaram Rao Rayarao

Bio (Short): ( 12:15 PM - 1:00 PM)
Seetaram Rao Rayarao is a Vice President and Senior Lead Engineer with 18+ years of experience in cloud computing, microservices, and enterprise AI. He specializes in scalable AI systems using LLMs, Retrieval-Augmented Generation (RAG), and agentic architectures. He is a Senior Member of IEEE and a member of ACM.

Topic:
A Scalable Knowledge Integration Framework for Enterprise LLMs: From Research to Production-Grade RAG Systems

Summary:
This talk presents a scalable framework to integrate fragmented enterprise data with LLMs. It covers building production-grade RAG pipelines, aligning structured and unstructured data, and improving contextual accuracy using semantic and ontology-driven approaches—bridging research with real-world enterprise deployment.