Performance Monitoring

Hi all, join us for an easy pace social run (35mins +/- for 5km, or 55mins +/- for 8km) and breakfast. We have various pace groups from 6.30 - 7.30min/km. Here’s the plan for the day: \- 7:00 AM: Meet at Queenstown MRT \(EW19\) exit B for our run \(no bag drop available\)\. 🏃🏻🏃🏻‍♀️ \~8:00 AM: Head to foodcourt, then sky garden (level 47) @ Skyville Dawson for post-run drinks n breakfast. More details to come, but we just wanted to say thanks for signing up—we’re looking forward to a great time! Have a wonderful day ahead! 😎

Join us for recreational softball training (throwing, fielding, batting practice, game play). Bring your glove and water for hydration. If you don't have a glove, let us know so we will bring our spare glove. Kindly sound out that you are from Meetup.

Bowling Meetup for All Levels! Ever wanted to try bowling or improve your game, but didn’t know where to start? You’re not alone—that’s exactly why this meetup was created. 📍 Location: SuperBowl Jurong, 1 Yuan Ching Rd, Singapore 618640 🗓 Date: 6th May (Wednesday) 2026 🕢 Time: 7:30pm – 9:30pm 💵 Cost: $25/pax PayNow to 98170866 and screenshot the payment and send to this number via WhatsApp ✅ A relaxed and welcoming session for everyone—whether you’re a complete beginner or a regular bowler. No pressure, no competition—just a space to meet new people, share tips, and learn together while having fun. ✅ We mix players of different skill levels so everyone can pick up something new, improve at their own pace, and enjoy the game together. Good vibes, good company, and maybe even a post-game meal if you’re up for it. 🎳 Whether it’s your first roll or you’re chasing that perfect strike, come join us and grow together!

(Cross-Listing) Join us as we explore some bookshops around Bras Basah and Bugis! Did you know that you can use your SG Culture pass credits to buy SG Lit books? See details here: [https://www.youtube.com/watch?v=YCvoJ846bb4&t=2s](https://www.youtube.com/watch?v=YCvoJ846bb4&t=2s) We will visit Kinokuniya at Raffles City, the Bras Basah Complex (which is full of bookshops!), the National Library, the Kinokuniya at Bugis, and end with an optional dinner and chat. Come browse, buy, or just chat and meet some new people! **Meeting Point**: Books Kinokuniya at Raffles City. **Address:** 252 N Bridge Rd, #03-22/23, Singapore 17910311 **Meeting Time**: 5.30 pm **Tentative Plan:** 30 mins of free and easy at each of these locations: Kino at Raffles City and BrasBasah Complex. Brief stops at National Library and Kino at Bugis. **Late Comers:** Catch up using the Live Locator in the Telegram Channel\*. **Total walking distance**: About 1.5 km **Total exploration time:** about 2hrs **Optional Dinner and Chat**: about 1hr at some budget friendly place nearby. **\*Telegram Channel:** Join [Walk, Chat, Explore SG](https://t.me/+rIuiiEM9j6oyNzI1) https://t.me/+rIuiiEM9j6oyNzI1 **for updates. The Live Locator will be posted there.**

**Check out [funeventssg](https://www.instagram.com/funeventssg/) Instagram for the latest updates!** **RSVP on the main page @** **[https://www.meetup.com/livelaughlovesg/events/314626865/](https://www.meetup.com/livelaughlovesg/events/314626865/)** **[Social Event for the Young @ Heart] Sing Nostalgia with New Friends Your Age!** **As per the title, there will be various rooms for various age groups so do come and sing your era's songs with new friends of your age group! Feel free to hop around to other rooms to make new friends too!** **There will also be a cookie break for those who wants to chat with their new friends at the lounge over atas cookies sponsored by funeventssg!** **Both locals & expats are welcome! All ages are welcome!** **Everyone is welcome, regardless of race, language, religion or nationality! Bring your friends & family & make special song requests for a truly personalised experience!** **If you are bringing your friends & family, please type your group leader's name when you RSVP so that the best arrangements can be made for you! For the shy ones, feel free to join us if you simply want to listen!** **Date: 17 May 2026 Sunday** **Time: 6.30pm to 10.30pm** **Location: Cash Studio Clarke Quay Central** 6 Eu Tong Sen St, #03-21, Singapore 059817 **Entry Fee: SGD18nett** **inclusive of FREEFLOW non-alcoholic drinks!** **IMPORTANT:** **1 You need to register for this event.** You have to pay a much higher entry fee & may not be guaranteed of a seat if registration is not done. **2 Upon entry, you have to make payment of SGD18nett to Cash Studio. Inform the staff you are there for a Meetup event & keep the receipt as proof of payment.** Thereafter, you will be given a wrist tag & you are free to move around the various themed rooms to enjoy the songs & ambience! **3 Participants are strictly not allowed to take photographs or video recording of others at the event without permission.** The organiser has the right to ban & evict anyone who refuses to adhere to this rule. **4 Photographs will be taken by the organiser at the event for marketing & publicity.** Should you be uncomfortable with that, kindly inform the organiser to omit you in the photographs. **5 Please be considerate. As seats are limited, kindly un-RSVP if you are unable to make it.** **6 Please ensure you have no close contact with Covid-19/Mpox positive person(s) within the last 5 days.** **7 Please wash your hands with soap & be hygienic at all times. If you are playing someone else's games, kindly ensure your hands are clean & have no food etc.** You wouldn't like it if others dirty your games right? **8 Please take turns & wait for your turn *(one song per turn)* to sing.** This is to ensure that everyone has a chance to participate in the singing. **9 No form of solicitation, MLM, investment, scam or harassment will be tolerated.** Kindly inform the organiser on the spot should you encounter anything that makes you uncomfortable. **10 Please take care of your personal belongings. Exchange of any contact information is solely at your own discretion. The organiser is not accountable for any incidents or loss of personal belongings.** **The organiser reserves the right to deny entry to anyone who fails to comply with the rules.** **By signing up for this event, I agree to the terms & conditions stated above to ensure a safe and conducive environment for all! :)**

Welcome to Themed Super Scrabble meetup. *A word list will be provided for your reference during gameplay. *Form words from the list to score additional points *We will have a unique theme each and every week. After RSVP kindly text me immediately for further meetup details. Hope to hear from you soon!! Joseph 88023147

We had a badminton session at **Bidadari Community Club@Woodleigh Mall** on Sunday **17th May 2026**. Welcome all high beginner and Low Intermediate players to join us for some badminton workout. * 10:30am - 12:30pm * Low Intermediate and above Player Only. * Court 2 * 2 hours per session * S$10 per session * Shutter provided (RSL Supreme) * Location - Bidadari Community Club, 11 Bidadari Park Drive 367803. * Do join us if you are available.

We had a badminton session at **Bidadari Community Club@Woodleigh Mall** on Saturday **16th May 2026**. Welcome all high beginner and Low Intermediate players to join us for some badminton workout. * 2:30pm - 4:30pm * Low Intermediate and above Player Only. * Court 2 * 2 hours per session * S$10 per session * Shutter provided (RSL Supreme) * Location - Bidadari Community Club, 11 Bidadari Park Drive 367803. * Do join us if you are available.

We had a badminton session at **Potong Pasir Community Club** on Saturday **17th May 2026**. Welcome all High Beginner and Low Intermediate players to join us for some badminton work out. * 1:30pm - 3:30pm * High Beginner and Low Intermediate Players. * Court 2 * 2 hours per session * S$10 per session * Shuttles provided (RSL Supreme) * Location - 6, Potong Pasir Avenue 2, 358361at

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

The topic for May is "Ink" Speak Easy: true stories, told live. The idea is simple: an audience, an open microphone, and great stories. Hilarious, gripping, poignant- it's up to you. Audiences are invited to come to listen or come to tell as folks from all corners of Columbus offer their stories live on stage! Held at Wild Goose Creative's warm, intimate space, this night of tales occurs on the 3rd Thursday of every month. Doors open at 6:30 pm, show starts at 7:00 pm. Please arrive early if you want to tell, as we generally only have room for a limited number of tellers, and the sign-up sheet has a tendency to fill up fast. Formed around the idea that people need stories--they're what hold and draw us together--SpeakEasy celebrates the strangeness and commonness of being human. And in a world of smartphones, Facebook, Twitter, and more . . . it gives people a real, breathing, in-person way to connect. The night is geared for true stories of all kinds, taking the best tales told around kitchen tables, in darkened pubs, on the street corner, and at late-night parties and giving them an audience. Speak Easy is also a great outlet for performers, writers, and artists looking to share their favorite stories and perfect their skills. We strongly encourage tellers to please tell the story rather than read it so we keep within the spirit of good storytelling and stay engaged with the audience. All are welcome. Hang around after the show for a drink and build community!

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

At Unity of Columbus, our Youth and Family Ministry nurtures the spiritual growth of children and families through love, joy, and practical spiritual teachings. Each Sunday, children explore timeless spiritual principles through stories, creative activities, music, and group sharing in a safe and welcoming environment. Our program encourages children to discover their own inner light, express kindness, and develop a personal connection with God. Together, we celebrate diversity, cultivate understanding, and inspire each child to live with purpose and compassion. Parents and families are invited to join in this uplifting journey of learning, laughter, and spiritual connection.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.