Amazon Seller

👋 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 — stay tuned as we finalise the session lineup 👀 📅 Date: Wednesday, 20th May 2026 🕡 Time: 6:30 PM 📍 Location: AWS Singapore; 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🎤 **Meetup Track** ✅ **Lessons Learned Deploying an LLM-Powered Knowledge Assistant** 📌 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 — 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. ✅ **Kiro IDE Best Practices in SDLC and Scrum Sprint DevSecOps** 📌 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. ✅ **Running AI agents that control computers: AWS architecture for sandboxed autonomous execution** 📌 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. 📢 **IMPORTANT! Registration Information** To ensure a smooth check-in process, please take note of the following: ✅ ✅ 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. 🔒 Strictly enforced: No confirmation email = walk-in. Entry not guaranteed. 💡 **Pro Tip:** Arrive early to avoid queues and secure your seat for the sharing sessions! Additional Highlights: 🍕 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 event—so stay till the end! **Connect with us here!** Meetup: [AWS User Group Singapore](https://www.meetup.com/aws-sg/) LinkedIn: [AWS User Group Singapore](https://www.linkedin.com/company/aws-user-group-singapore/) Discord: [https://discord.com/invite/nkZagBG](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!

Looking for mid Interminate and above players, F /M players are welcome, please paynow me $10 at this number 84682365 to secure the slot before the game,thanks

What if life could feel softer? 🌷 THOUGHT REFRAME is a guided creative experience designed to help you gently shift perspectives, release heavy thought patterns, and reconnect with yourself through reflection and intuitive creative expression ❤️ Together, we’ll explore: ✨ Awareness ✨ Reflection ✨ Release ✨ Replacement ✨ Realignment No art experience needed. No pressure to be “good” at art. Just come as you are 😊 🗓 Wed, 20 May ⏰ 7.30PM – 9.30PM 📍 Punggol Walk Twin Waterfalls North Clubhouse 1st trial: $38 1 session: $58 5-part series: $228 To book your seat or find out more, WhatsApp Tracy at 93873142 🌿

*Only for Fully Vaccinated* 3 tables booked • $4 payment/pax is required • Preferred payment by PayNow to my mobile 96200515 • Pass it to me during/after the game. Participants: Preferably from lower Intermediate to upper Intermediate level; No age limit. REMARKS: In sport wear and bring your own bat. Balls and net are provided. Please update your RSVP at least one day before so the members who are on the waiting list won't be deprived of the chance to participate. For those who are in the waitlist, please do cancel your waitlist to not joining if you decided not going. Reason for the waitlist may automatically be RSVPed when any RSVPed member cancelled to not joining and you would become depriving those who are in the waitlist too if you did not turn up for the TT meetup. Thanks for your understanding and support!

**For ages 10 and above.** Ready to learn a fun and exciting sport while getting some exercise? Our pickleball group classes offer a welcoming and supportive environment where you can learn and improve your skills while also making new friends. Our certified coaches will guide you through the basics of the game and help you to develop your technique and strategy. So, whether you are a seasoned athlete or just starting out, come join us for a thrilling and energizing game of pickleball! ### **Booking Information** * The instructor will reach out to you once you've booked the class * Should the instructor not reach out to you within **24 hours** of the booking of the class, **your credits will be refunded.** * Please note that a paddle rental of **$5** will need to be paid separately to the instructor if you don't have one, as **equipment rental fees are not covered by LyfeGo credits.** ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

Welcome back to Rumble. This year our focus is to help you climb stronger, descend safer, and move more confidently on hikes. We’ll keep our 4 core stations — feet and calves, engine, climbing strength, and downhill control — so you can actually feel progress over the weeks, not just get through a workout! **Meeting Place:** as seen in the image (Right next to Old Hill Street Police Station; opposite Funan) Accessible via different MRT lines and bus stops 3 min walk from Clarke Quay Stn Exit E **Duration:** 1.5h **Level:** Intermediate **What to expect:** 1. Warm-up & dynamic stretching 1. Stamina, Stability and Single Leg strengthening exercises with Stairs/Steps :) 1. Jogging/briskwalking between stations **Items to bring/wear** * comfortable sports attire and appropriate shoes * (Arm-length) Towel and water bottle * Most of us will be carrying our bags as part of hike training (you can choose to leave them in your car if you’re driving or bring a small bag) Make sure you are able to run with your bag! (e.g. BACKPACK) **Note:** * In the event of wet weather, the event will be cancelled. However, if it is just a light drizzle, we may still proceed with caution or head to AU office for Signature Indoor Workout. * If you will be late or unable to make it, please inform me in advance (WA +6597318648) or update your RSVP by 8 p.m. the night before so that I can inform the next person on the waitlist. * We’re capping this at **20 pax per session** so it stays focused and manageable. * Priority will go to 2026 AU trip participants and Elite AU club members. If there are slots left, it will be given to members of the publi.c If you’re on the waitlist, it may not move strictly in order as trip participants are prioritised. We will start on time so come at least 5 minutes earlier! If you’ve done Rumble before, you already know what this is about. If you haven’t — come try once. You’ll either love it or hate me slightly. Both are acceptable. Join us for more adventures at: https://bit.ly/3Rv6XrT
Telegram: https://t.me/liveopenly
Whatsapp Community https://bit.ly/AUBroadcast

**[CONFIRMED TRIP]** **Gunung Datuk Sunrise Scenic Hike 885m + Melaka 马六甲 Relax** **DATE: 22-23 May 2026 (Fri-Sat)** **Transport: 44 Seater Coach** **CONFIRMED TRIP, SLOTS ARE AVAILABLE** **CLOSING REGISTRATION: 20 May 2026 (Fri,12pm)** **INTERESTED, WHATAPPS 94884478 Wilfred or SIGN-UP HERE** [https://www.meetup.com/lets-go-travelling-hiking/events/313353378](https://www.meetup.com/lets-go-travelling-hiking/events/313353378) **Attractions & Highlights:** **◾Gunung Datuk Sunrise Scenic Hike@885m** located in the state of Negeri Sembilan is well worth the effort. The trail is ascending along the way to the top and requires ropes to climb up at some points. Most of the people can make it to the top within 3 hours and 2 hours to descend to the starting point. The summit view is magnificent with 360 degree panorama view on a clear blue sky. **◾Exploring Melaka 马六甲** UNESCO World Heritage with history, culture, colonial buildings, ancient landmarks, family-friendly attractions, and yummy local cuisine. Melaka has much to offer, from unique food to places to sightseeing, as well as various places to shop. \*\*Yes Cafes hopping! At Jonker Street,must visit to Discovery Café & Guesthouse, Alley No. 5 & 13 State Coffeeshop. \*\*The Must-Eat Places like A’Farmosa chicken rice balls with tender chicken, Jonker 88 GULA MELAKA CHENDOL & NONYA ASSAM LAKSA and Nyonya Cusine! \*\*The sight-seeing places are A ’Famosa Fort, Christ Church, St. Paul’s Church and Melaka River! \*\*Jonker Street is where all the stalls are open for local food and shopping, must go! \*\*Massage! Go for 1 hour massaging while recovering from aching bodies and legs after the hikes!! **Event Detail:** **Cost: $130/person** 3 persons or more sign up and payment together is $120/person **PAYMENT:** Please Paynow $xxxx/person to UEN 201727764C Wilfred Go Travelling & Hiking Pte or Bank Transfer to DBS Current Account 0029069789 and Text 94884478 with Print-screen Receipt **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD** **INCLUDES:** \* Transportation Van < 14 person Bus >15 person \* Group Lunch is only included if group-size is 10 or more \* Mountain Guide/s \* Hiking Permit \* 1 Event Host **EXCLUDES:** \* Personal Insurance \* Items Not Mentioned In Itinerary \* Lunch is at own cost if group-size is less than 10 persons **To Connect With Us:** Whatapps Channel: [https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l) Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg) Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar) **Suggested Itinerary:** Fri 1130pm-Marsiling MRT **(Sat), (L)** 12am–Depart JB Custom 3am- Stopover Highway Rest-area Toilet Break + Quick Breakfast 5am- Briefing and commence hike 730am-Summit, rest, packed breakfast and take pictures 8am - Descend 1030am - Depart from G Datuk 1130am- Rest Area Shower/Quick Bite 1pm-Melaka Lunch 2pm-Free Time Shopping & Relax 5pm-Depart to JB Custom 8pm-JB Custom 9pm-Marsiling MRT **Disclaimer, Indemnity and Terms of Participation:** The participant acknowledges that this is an adventure trip. The itinerary serves as a guide only and changes may be required. All participants are strongly advised to have travel insurance. The participant agrees to assume all risks and indemnifies the organizers against all claims, disputes. **\-\-\-ACKNOWLEDGEMENT TO OUR TERMS & CONDITIONS\-\-\-** **[https://www.wilfredtravel.org/terms-and-conditions](https://www.wilfredtravel.org/terms-and-conditions)** **BY PARTICIPATE, I READ, AGREED & ACCEPTED TERM & CONDITION**

Welcome to Voice Energy & Wellness SG — a community for people who are interested in personal growth, wellness, voice energy, communication, and positive living. This group brings together individuals who wish to explore how voice, energy, mindset, and traditional wisdom can influence our health, confidence, relationships, and daily life. Through talks, workshops, networking sessions, and experiential events, members can discover practical ways to improve personal well-being and inner balance. Whether you are interested in holistic wellness, self-improvement, energy awareness, communication skills, or meaningful connections with like-minded people, this community welcomes you. Join us to connect, learn, grow, and experience transformational sharing in a warm and positive environment. Topics may include: • Voice & communication energy • Wellness & personal vitality • Mindset & emotional balance • Traditional wisdom for modern living • Personal growth & self-awareness • Networking & community learning We look forward to growing together with you.

Looking for MI and above players Please PayNow $11 to 84682365

☕ 🍵 **Join us for a cosy and meaningful Saturday afternoon of reflection, connection, and gentle self-discovery. Venue details will be shared with confirmed participants who have registered on the Google Form. Limited seats available on a first-come, first-served basis.** 🍄 **How to Join:** 1️⃣ RSVP on Meetup 2️⃣ Complete the Google Form: [https://forms.gle/f1vD4jiPnxTJ8LtZ9](https://forms.gle/f1vD4jiPnxTJ8LtZ9) 3️⃣ PayNow via details on Google Form 4️⃣ Look out for WhatsApp confirmation (you will receive Venue details closer to the date once confirmed) 📅 **Date:** Saturday, 23 May 2026 ⌚ **Event Time:** 2:30 PM – 4:30 PM (or stay if you're having a good time!) 🪙 **Event Fee:** $10 ☕ 🍵**Important:** To support the cafe venue, each participant is required to purchase **at least one drink or meal** at their own expense. Please note that still water is excluded. The Collective Inner Circle meetup session is designed for those who would like to slow down, reconnect with themselves, and enjoy a grounded space with like-minded people. Through a blend of guided reflection, conversation, and gratitude journaling activities, we hope to create an experience that feels warm, calm, and uplifting. You can expect a relaxed session that may include: * icebreaker introductions and connection * self-reflection prompts and sharing through games * gratitude-focused activities * meaningful conversation in a small group setting This is not about having everything figured out. It is simply a space to pause, reflect, and enjoy a more intentional afternoon with others. Whether you are curious, looking for a new kind of community, or just want a quieter and more meaningful way to spend your weekend, you are warmly welcome. This session is limited to **10 participants**. If all spots are filled, you are welcome to join the waiting list. All participants will receive a small token as welcome gift. We look forward to seeing you! The energy we want to build here is one that feels safe, open, and easy to return to, so please be kind and respectful. 💬 Meetup: [https://www.meetup.com/the-collective-inner-circle/](https://www.meetup.com/the-collective-inner-circle/) 📸 Instagram: [https://www.instagram.com/collectiveinnercirclesg/](https://www.instagram.com/collectiveinnercirclesg/)

**[CONFIRMED TRIP]** **Bukit Taiso泰梳山 270m Beginner Sunrise Sea of Cloud Hike + Melaka 马六甲 Relax** **DATE: 22-23 May 2026 (Fri-Sat)** **Transport: 44 Seater Coach** **CONFIRMED TRIP, SLOTS ARE AVAILABLE** **CLOSING REGISTRATION: 22 May 2026 (Fri,12pm)** **INTERESTED, WHATAPPS 94884478 Wilfred or RSVP via Meetup:** **[https://www.meetup.com/lets-go-travelling-hiking/events/314256824/](https://www.meetup.com/lets-go-travelling-hiking/events/314256824/)** **Attractions & Highlights:** **Bukit Taisho Sunrise Leisure Hike 270m 马口泰梳山** [https://www.youtube.com/watch?v=p0aaz5GG1_o&t=5s](https://www.youtube.com/watch?v=p0aaz5GG1_o&t=5s) Bukit Taisho is a quiet and scenic hill in Bahau located on a small town in Negeri Sembilan. This is a very popular hiking destination to catch the beautiful sea of clouds phenomenon and reliably exquisite sunrises. Along the way can spot several adorable signboards, and catch your breath while taking the gorgeous twilight view of Bahau town. **◾Exploring Melaka 马六甲** UNESCO World Heritage with history, culture, colonial buildings, ancient landmarks, family-friendly attractions, and yummy local cuisine. Melaka has much to offer, from unique food to places to sightseeing, as well as various places to shop. \*\*Yes Cafes hopping! At Jonker Street,must visit to Discovery Café & Guesthouse, Alley No. 5 & 13 State Coffeeshop. \*\*The Must-Eat Places like A’Farmosa chicken rice balls with tender chicken, Jonker 88 GULA MELAKA CHENDOL & NONYA ASSAM LAKSA and Nyonya Cusine! \*\*The sight-seeing places are A ’Famosa Fort, Christ Church, St. Paul’s Church and Melaka River! \*\*Jonker Street is where all the stalls are open for local food and shopping, must go! \*\*Massage! Go for 1 hour massaging while recovering from aching bodies and legs after the hikes!! **Event Detail:** **Cost: $130/person** 3 persons or more sign up and payment together is $120/person **PAYMENT:** Please Paynow $xxxx/person to UEN 201727764C Wilfred Go Travelling & Hiking Pte or Bank Transfer to DBS Current Account 0029069789 and Text 94884478 with Print-screen Receipt **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD** **INCLUDES:** \* Transportation Van < 14 person Bus >15 person \* Group Lunch is included if group-size 10 or more \* Mountain Guide/s \* Hiking Permit \* 1 Event Host **EXCLUDES:** \* Personal Insurance \* Items Not Mentioned In Itinerary \* Lunch is at own cost if group-size is less than 10 persons **To Connect With Us:** Whatapps Channel: [https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l) Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg) Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar) **Suggested Itinerary:** Fri 1130pm-Marsiling MRT **(Sat), (L)** 12am –Depart from JB Custom 230am- Stopover to wash-up & packed breakfast 430am-Briefing and commence hike 645am- Rest, Own Breakfast and Sunrise 730am: Descend and return to meetup place 930am- Depart from Bukit Taiso 11am- Washup at Ayer Keroh Rest Area 1230pm- Lunch (Inclusive) 2pm-Free & Easy at Malacca 5pm: Gather and Depart to JB Custom 9pm-JB Custom 10pm-Marsiling MRT **Disclaimer, Indemnity and Terms of Participation:** The participant acknowledges that this is an adventure trip. The itinerary serves as a guide only and changes may be required. All participants are strongly advised to have travel insurance. The participant agrees to assume all risks and indemnifies the organizers against all claims, disputes. **\-\-\-ACKNOWLEDGEMENT TO OUR TERMS & CONDITIONS\-\-\-** **[https://www.wilfredtravel.org/terms-and-conditions](https://www.wilfredtravel.org/terms-and-conditions)** **BY PARTICIPATE, I READ, AGREED & ACCEPTED TERM & CONDITION**

**How to Get Off-Market Deals With Direct-to-Seller Marketing** Want to learn how to get off-market deals through direct-to-seller marketing without relying on agents, wholesalers, or the MLS for consistent deal flow? That is exactly what we are covering at this next Columbus Investors Club Meetup. Get Your Free Ticket **[HERE](https://www.eventbrite.com/e/how-to-get-off-market-deals-with-direct-to-seller-marketing-tickets-1987845260686?aff=cicmeetupapp)**[ ](https://www.eventbrite.com/e/how-to-get-off-market-deals-with-direct-to-seller-marketing-tickets-1987845260686?aff=cicmeetupapp)🎟️ Most investors who try to do off-market deals make the same mistake: they throw money into a marketing channel, pray that it works, and hope a deal comes out the other side. There is no real strategy, no clear math, no tracking, and no process to know what is actually working. At this meetup, we are going to break down how to reverse engineer direct-to-seller marketing using our SCALE framework so you can approach your marketing with more clarity, confidence, and consistency. We will cover how to think through inbound, outbound, and free marketing channels, how to choose the right channel for your goals, how to run the numbers before you spend, how to allocate the right budget, how to launch the campaign correctly, and how to evaluate and track performance so you can make better decisions moving forward. **SCALE Framework:** **S –** Select the right channel **C –** Calculate the numbers **A –** Allocate the budget **L –** Launch the campaign **E –** Evaluate and track it **What We’ll Cover** * How to get off-market deals through direct-to-seller marketing * How to stop guessing and start reverse engineering your marketing * The difference between inbound, outbound, and free marketing channels * How to choose the right channel for your business and market * How to calculate the numbers before launching * How to allocate a budget based on goals, not emotion * How to launch and track a campaign the right way * How to create more consistent and predictable deal flow **Date:** May 28, 2026 (Thursday) **Time:** 6 - 8pm EST **Location:** Ohio Brewing Company, 421 E 2nd Ave, Columbus, OH 43201 **Save Your Seat** → https://www.eventbrite.com/e/how-to-get-off-market-deals-with-direct-to-seller-marketing-tickets-1987845260686?aff=cicmeetupapp **FREE DRINKS & FOOD PROVIDED!** **About Columbus Investors Club** The Columbus Investors Club is a local meetup for real estate investors, aspiring investors, contractors, vendors, lenders, realtors, and other professionals who want to grow in the Columbus market. The goal is to create real connection, real opportunity, and real growth by getting the right people in the room. Whether you are brand new or already doing deals, this is a place to build relationships, learn from others in the business, find opportunities, and grow your presence in the local real estate community.

Please reserve your spot by registering on the below link : **Reserve** https://www.eventbrite.com/e/join-biggest-community-investors-founders-columbus-online-tickets-1988563717610?aff=meetup **QUESTIONS ?** Pls Reach out to; Ridhi - +971504724873 ( WhatsApp Only)

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) 15 for One Class 20 for Both Free Parking & Plenty of Dance Space. Viva Dance Columbus 2809 Festival Lane Dublin OH 43017

Have a small business? Ever wish you could just ask some questions around how to grow your business, get more customers or just know what the freak you are doing with sales? Now is your chance!! Every month we are hosting the "Ask an Expert" at the Columbus Metro Library, Main campus. I will be there to answer your Sales related questions. Drop-in for sales coaching designed to help small business owners, entrepreneurs, and sales professionals sharpen their sales approach. Whether you have questions on how to refine your pitch, are looking to close deals more quickly, or are working on building better client relationships, Smashing Your Sales Goals Coaches are here to help. Drop-in to get expert insights, actionable strategies and real-time solutions to grow your business and generate higher profits. Drop-In Sales Coaching is FREE + OPEN to the public. No appointment needed. First come, first served. EPIC Learning created. Accelerate Columbus supported.

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

We'll get in around 4 miles at Three Creeks Metro Parks, primarily natural trails. 17-18 minute miles, no one left behind, and faster walkers are free to lead out. Optional lunch after! If you're joining for hiking all the metro parks, this is the sixth one!