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πŸ‘‹ Hello AWS User Group Community!

Join us on Wednesday, 20th May 2026, for our May meetup at the AWS Singapore Office, IOI Central Boulevard!

We’re bringing the community together again for an evening of sharing, learning, and connecting β€” stay tuned as we finalise the session lineup πŸ‘€

πŸ“… Date: Wednesday, 20th May 2026
πŸ•‘ Time: 6:30 PM
πŸ“ Location: AWS Singapore; 2 Central Blvd, IOI Central Boulevard East Towers, Level 5

🎀 Meetup Track

βœ… Lessons Learned Deploying an LLM-Powered Knowledge Assistant
πŸ“Œ Speaker: Hairizuan Noorazman, DevOps Engineer

Engineering teams often lose time navigating fragmented Jira and Confluence documentation. To address this, an LLM-powered chatbot was built on AWS β€” using ECR, EKS, and Amazon Bedrock.

The initial RAG approach quickly surfaced critical issues such as data leakage in vector stores, prompt injection, and broken access controls. This session breaks down these failure modes and explores a pivot to a Model Context Protocol (MCP) integration with Atlassian, allowing queries over live data instead of duplicating it.

Attendees will gain practical insights into RAG vs MCP trade-offs and a reference AWS architecture for building safer LLM systems.

βœ… Kiro IDE Best Practices in SDLC and Scrum Sprint DevSecOps
πŸ“Œ Speaker: Tim Wu, Senior GTM Specialist SA AI/ML

An AI-powered development environment that embeds enterprise standards directly into your workflow. See how Kiro transforms traditional SDLC approaches through its Five-Element Architecture, making compliance, security, and best practices automatic rather than afterthoughts. Kiro provides ready-to-use configurations that enforce guardrails while accelerating development. This session focuses on live demonstrations to show you exactly how steering files, hooks, skills, subagents, and MCP integrations work together in real enterprise scenarios.

βœ… Running AI agents that control computers: AWS architecture for sandboxed autonomous execution
πŸ“Œ Speaker: Sahil Sharma, Applied AI Enthusiast

Agents that browse, click, and type need more than an API call- they need isolated sandboxes, warm container pools, and an architecture that scales. This deep dive covers how 14 AWS services come together to run autonomous computer-use agents safely and fast in production.

πŸ“’ IMPORTANT! Registration Information
To ensure a smooth check-in process, please take note of the following:
βœ… βœ… Confirmed attendees will receive a confirmation email before the event titled "AWS User Group Singapore: Registration Confirmed for AWS User Group Meetup – May 2026." You must present this email at the Level 2 Concierge to gain access to Level 5 for attendance verification.

🚢 Walk-ins (those without a confirmation email) will only be considered if the venue has not reached full capacity. Priority will be given to registered attendees with confirmation emails.

πŸ”’ Strictly enforced: No confirmation email = walk-in. Entry not guaranteed.

πŸ’‘ Pro Tip: Arrive early to avoid queues and secure your seat for the sharing sessions!

Additional Highlights:
πŸ• Pizza Time: Begin your evening with some delicious pizza at 6:30 PM, courtesy of our generous sponsor, AWS. Vegetarian and halal options will be available.
🍻 Post-Meetup Networking: Stick around for casual networking over drinks. Let’s forge new connections and continue the conversations!
🎁 AWS Swag & Promo Codes: Don’t miss the chance to win exclusive AWS swag and promo codes. Prizes will be drawn for attendees present at the eventβ€”so stay till the end!

Connect with us here!
Meetup: AWS User Group Singapore
LinkedIn: AWS User Group Singapore
Discord: https://discord.com/invite/nkZagBG
Please reach out to us at [aws.usergroup.singapore@gmail.com](mailto:aws.usergroup.singapore@gmail.com) for collaboration or other enquiries!

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