[Virtual] AWS UG Nashik - May Meetup
Details
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