AWS User Group Nashik

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AWS User Group Meetups are events that bring the cloud computing community together to connect, collaborate, and learn about AWS and in general cloud computing.

Whether you are new to the cloud or an experienced user, you will learn something new at this AWS Meetup. These events are designed to educate you about the AWS products, services, and solutions in the cloud and help you develop the skills to design, deploy, and operate infrastructure and applications.

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[Virtual] AWS UG Nashik - May Meetup
Sat, May 23 · 11:00 AM IST
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Hello folks,
Welcome to the AWS User Group Nashik! 👋

We’re excited to bring you another engaging session with our speaker:
Pratik Kulkarni
Founder, ThinkXL | AWS Community Builder

📅 Event Details
Date: 23rd May 2026
Time: 11:00 AM IST onwards
Venue: Virtual

💡 About the Session
LLMs are powerful, but enterprise AI needs reliability, repeatability, and better control over responses. In this session, Pratik will explain how knowledge graphs can make LLM-based systems more deterministic and enterprise-ready.

He will walk through the role of knowledge graphs in the AI stack, share the architecture behind Thoughtstack, and demonstrate an end-to-end deployment on AWS, including MCP deployment. The session will also briefly cover semantics and ontology design, which are key decisions when building knowledge graph-powered AI systems.

Key Takeaways
- Understand the limitations of LLMs in enterprise use cases
- Learn how knowledge graphs improve reliability and consistency
- See how knowledge graphs can be deployed on AWS
- Understand where MCP fits into the architecture
- Get a practical view of semantics and ontology design
Thanks & Regards,
AWS User Group Nashik
5 attendees