MongoDB

Halo Data Engineers Singapore! We are excited to welcome **Jason Jebanesan JEBANESAN** from **Credit Agricole CIB** & **Kelvin Kok,** from **Axrial** to talk about: ***Stop Tuning Your RAG Start Orchestrating - by Jason*** RAG was supposed to fix hallucinations, instead it introduced a new class of silent production failures. Tuning won't save you. RAG is a control-plane problem, and MCP is the wire underneath. ***10x Your Data Engineering: Rapid Glue ETL Prototyping with Kiro - by Kelvin*** ​The longest mile in data pipeline construction is building the transformation layer. Manually configuring AWS Glue jobs can bottleneck an entire project. In this lightning-focused talk, we’ll show you how we use Kiro to completely bypass the boilerplate. We will walk through how we feed technical constraints into Kiro to rapidly generate highly optimized AWS Glue ETL logic, ensuring efficient execution while keeping developer velocity at an all-time high. **Expected agenda:** **6.30pm - 7.00pm** \- Registration\, Food & Networking **7.00pm - 7.45pm** \- Presentation & QnA by Jason **7.45pm - 8.30pm** \- Presentation & QnA by Kelvin **8.30pm – 9.00pm** \- Post\-event Networking Hope to you all soon! Cheers! DESG

**Come along to a friendly game of 5 a Side Football @Arena, Woodleigh 1-hour game** The game is 15SGD per pax for 1 hour, 15SGD is non-refundable if you don't play for any reason. Please RSVP in to book your playing slot now. After you RSVP one of the organisers will reach out to you to confirm your attendance and collect payment. If you do not reply you will be removed from the list so please check your meetup messages

No rake no fee. 2/2 max 8-handed Everyone starts with 300 buy-in stack Rebuys at 50% max stack Hand of the day post flop $10 bounty PM me your mobile for slots!

Looking for board game events near the West? Paul's Tabletop organizes sessions every 1st and 3rd Thursday at Tiong Bahru Canopy. Canopy is a kindergarten enrichment center owned by one of our members. She has kindly opened up her place for us to game! Tiong Bahru Canopy sessions are focused on games with lesser complexity, so it's especially ideal for casuals and newcomers to the hobby. Join us for a fun and relaxed evening of board games, laughter, and great company. Whether you're a strategy pro or just learning the ropes, there's a seat for you at the table. 📅 **When**: Every 1st and 3rd Thursday, 7.45pm 📍 **Where**: (Canopy) 46 Jln Bukit Ho Swee, #01-874, S160046 👥 **Who**: Open to everyone – all experience levels welcome! We’ll have experienced hosts at multiple tables running different games, so there’s something for everyone—from party games to more strategic play. If you’re new, don’t worry—there’s always someone happy to teach the rules! Best Part? All sessions are free! Just show up and play, don't need pay. **More on Paul's Tabletop:** Paul's Tabletop is an active board game community that holds regular tabletop sessions in the West. We currently host at Clementi, Queenstown and Tiong Bahru. We also organize regular board game retreats, events and auctions. Started by a crazy guy named Paul, our games are hosted by the community, for the community. Come join us and let's explore this wonderful world of cardboard together! We play a full range of games from Avalon/Secret Hitler/BOTC all the way to 18XX, Lacerdas, Splotters, TI4 and everything in between (Euros, Dungeon Crawls, 4X, Sandbox, LCGs, Co-ops etc). Our events are primarily organized on telegram, you can check it out [here](https://t.me/+tVrjvrmRl-RmMDc9). **Our Event Schedule:** Free for All Gaming @ Clementi Zone 2 RN - Every 1st and 3rd Mon Open Games @ Dundee Queenstown - Every 2nd and 4th Sun Under 3 Complexity @ Tiong Bahru Canopy - Every 1st and 3rd Thurs Open Games @ 348 Clementi - On Weds Note, sign ups on Meetup are not the final count as we primarily organize through [Telegram](https://t.me/+tVrjvrmRl-RmMDc9).

**Longevity Workout: HIIT, Yoga & Networking** Join SG Healthy Longevity Meetup x HIITYOGADETOX for a rejuvenating community event focused on movement, connection, and longevity science. Start the day with an energising outdoor workout at Fort Canning Park Exercise Station, combining HIIT — high-intensity interval training — yoga, and detox-inspired practices. After the session, we’ll head to Funan Mall Food Court for lunch, networking, and an informal discussion on health, vitality, and the science of living well. This event is designed for anyone interested in fitness, healthy ageing, longevity research, and meaningful community connection. Come ready to move, meet like-minded people, and spend a refreshing day exploring practical ways to support long-term wellbeing. Date: 6 June Time: 10:30 AM onwards Workout Location: Fort Canning Park Exercise Station Lunch & Networking: 1:00 PM at Funan Mall Food Court **Schedule** 10:30 AM — Workout session at Fort Canning Park Exercise Station 1:00 PM — Lunch, networking, and sharing on longevity science at Funan Mall Food Court

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

6 June 3-7pm at VivoCity Chimichanga. Ticket $20. Pre-register by 5 June $15. Includes free drink and free beginner workshop 3-4pm. Come and meet new friends in a fun and friendly setting. Fun setting to meet new friends during the beginner workshop. WhatsApp +65 97627805 周六六月六号，下午三点到七点。VivoCity Chimichanga 餐厅。门票$20。微信、WhatsApp预定优惠$15。免费饮料，免费Bachata初级课（3-4pm). 微信 +65 97627805

Bring a book, we will read and share. Not very long before my sharing of a type of reading method. Your book and sharing will be a live example. The method flow is: how to record, build up your reading list, analysis and learn yourself better. It requires assistance with computer and AI as well. So you can bring your laptop or a paper notebook to record the key steps. MeetUp sharing is like half workshop, maybe i talk a little more depending on how well you have prepared. This Meetup sharing will be in series, but there is not only Meetup. The regular gathering is casual and flexible as the calendar shows. It is not big group, 3-4 pax will do. 1 to 1 is also fine. Welcome!

We had a badminton session at **Bidadari Community Club@Woodleigh Mall** on Sunday **7th June 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.

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

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

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd

🎶 Ready for a night of music, laughs, and great company? Join us at Thunderwing Brewing for Music Bingo — a fun twist on classic bingo where songs replace numbers and the good vibes keep flowing! 🎵 Sing along, test your music knowledge, and enjoy a relaxed evening with the group. 📍 Please RSVP to reserve your spot: Text Renee at 614-257-9389 (We need a headcount so the brewery can plan staffing and seating.) 🪑 Arrive early to grab a seat — feel free to bring a camping chair for extra seating. 🍔 Food trucks are often on site, or you’re welcome to bring your own food. 🐶 Bonus: Dogs are welcome, so bring your pup along too! Columbus ski club membership not required for this event. CSC assumes no responsibility for the event or any injuries as this is organized by a third party.

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9