Build Automation

## 🚶‍♂️ 415pm – Start Walking (CRITICAL) You must **start by 415pm latest** to catch sunset at jetty. *** ## 🌇 430pm – 530pm (Golden Hour City Walk) Route: * Gardens → Marina Bay → Helix Bridge → ECP connector **Pacing:** relaxed but steady **Goal:** reach ECP before sunset window *** 📍 Bedok Jetty * Ideal arrival: **\~6pm–630pm** * Sunset: \~630pm **What to do:** * Pause here (don’t rush past this moment) * Group photos + free time * Let people soak in the experience *** ## 🌊 630pm – 7pm (Post-Sunset Coastal Walk) * Slow, relaxed pace * Conversations flow naturally * Sky still glowing (afterglow effect) *** ## 🍜 7pm – 8pm (Dinner Block) 📍 East Coast Lagoon Food Village * Strongly encourage people to join * Sit in small groups (6–8 pax for bonding) *** ## 🚶‍♂️ 8pm – 830pm (Final Short Walk) * Walk toward Bayshore MRT * Easy 15–20 min cooldown walk *** ## 🚇830pm – End 📍 Bayshore MRT Clean, satisfying finish ✅ *** # 📏 Distance & pacing reality check * Total distance: **\~8–9km** * Total walking time: \~2.5–3 hours (with stops) * Suitable for beginners **if pace is controlled**

**Looking for some friendly, fun 11 v 11 football action? All are welcome.** A Referee and official Host/s will be there to facilitate and ensure safety. Please note: \- Be on time to ensure game starts promptly\. \- Bring a DARK \(black or navy\) and WHITE jersey to facilitate team splitting\. \- Following a short safety briefing from the official host\, 2 teams \(maximum 3 subs\) will be formed and play will begin\. Normal rules apply\. \- Occasionally\, just one team will be formed\, and will play against an external social team with a compatible skill level\. As always, keep games safe and friendly: watch the tackles, avoid sliding, and exhibit great sportsmanship! **\*\*Please note that RSVP on this event doesn't mean you've successfully booked the game. Contact us via WhatsApp +65 88144810 for more details.\*\***

Hello everyone! Place to Meet: Choa Chu Kang MRT Passenger Service Control Centre Time: 5pm 1\. Dinner at Choa Chu Kang MRT 2\. Walk along Choa Chu Kang Ave 4/Choa Chu Kang Way/ Choa Chu Kang Ave 1/ Choa Chu Kang Dr/Choa Chu Kang North 5/Choa Chu Kang Street 52/62/Choa Chu Kang Dr/Choa Chu Kang North 7/Choa Chu Kang Cres/Choa Chu Kang Dr/Choa Chu Kang North 5/Choa Chu Kang Street 54/Choa Chu Kang North 6/Stagmont Ring/Woodlands Rd before ending at Kranji MRT\. The route may be modified during the walk to better suit the group’s pace and fitness levels. The organizers will make adjustments as needed to ensure the walk remains enjoyable and manageable for all participants. Do drop me a message via whatsapp or via meetup if you will be late. You may consider the following: 1\. Comfortable Clothing • Moisture-wicking fabrics: Avoid cotton, as it traps moisture and causes chafing. Instead, choose clothing made from materials like polyester, nylon, or merino wool, which keep you dry.
 • Comfortable socks: Opt for moisture-wicking socks with cushioning to reduce the risk of blisters. 2\. Proper Footwear
 • Well-fitting shoes: Ensure your shoes are properly broken in and provide enough support, especially if you're walking long distances. Sturdy hiking or walking shoes with good arch support are ideal.
 • Blister prevention: Consider blister-resistant socks or pack blister pads to address any discomfort before it becomes a problem. 3\. Hydration
 • Water bottle: Stay hydrated throughout the walk to maintain energy levels and prevent dehydration. 4\. Snacks
 • Energy bars or trail mix: Portable, nutrient-packed snacks high in carbohydrates and protein—perfect for refueling during breaks.
 • Nuts or dried fruit: Easy to carry and great for providing long-lasting energy. 5\. Umbrella
• Umbrella: Bring one in case of rain to stay dry and comfortable\. 6\. Optional Gear
 • Tissues or wet wipes: Handy for personal hygiene or cleaning your hands after eating or drinking. 7\. Small Backpack or Waist Pack
 • Use a small, comfortable bag to carry your essentials. Ensure it fits snugly and doesn’t rub or chafe over time. Disclaimer:
By participating in this walk, you acknowledge and accept that you are responsible for your own physical well-being. Please exercise caution while walking, and listen to your body. If you feel unwell at any point, please inform the organizer and discontinue participation. Walking involves inherent risks, including the potential for personal injury. By joining the walk, you accept these risks and agree that the event organizer(s) are not responsible or liable for any accidents, injuries, or incidents that may occur during or as a result of your participation in the walk.

**Looking for some friendly, fun 11 v 11 football action? All are welcome.** A Referee and official Host/s will be there to facilitate and ensure safety. Please note: \- Be on time to ensure game starts promptly\. \- Bring a DARK \(black or navy\) and WHITE jersey to facilitate team splitting\. \- Following a short safety briefing from the official host\, 2 teams \(maximum 3 subs\) will be formed and play will begin\. Normal rules apply\. \- Occasionally\, just one team will be formed\, and will play against an external social team with a compatible skill level\. As always, keep games safe and friendly: watch the tackles, avoid sliding, and exhibit great sportsmanship! **\*\*Please note that RSVP on this event doesn't mean you've successfully booked the game. Contact us via WhatsApp +65 88144810 for more details.\*\***

We had a badminton session at **Braddell Heights Community Club, behind NEX Shopping Mall,** on Saturday afternoon **9th May 2026**. Welcome all High Beginner and Low Intermediate players to join us for some badminton work out. * 2:30pm - 4:30pm * High Beginner and Low Intermediate Players. * Court 1 * 2 hours per session * S$10 per session * Shuttles provided (RSL Supreme) * Location: 50 Serangoon Avenue 2, #01-01, Singapore 556129 * Do join us if you are available.

**Tired of stiff networking events, awkward silences, and corporate small talk?** Welcome to the **Out of Office Hour (OOOH) Club**. We are Singapore’s highest-energy social community for expats, locals, and digital nomads who just want to drop the act, let loose, and actually have fun. For our next massive mixer, we are completely taking over Palawan Beach! Whether you want to jump into chaotic team games, get drenched in a massive water balloon fight, or just sit on a beach mat with a cold drink and meet your new weekend crew, this is the place to be. **👇 WHAT TO EXPECT:** * 🏐 **High-Energy Beach Games:** (Water guns, balloon fights, and team challenges designed to instantly break the ice). * 🍻 **Sunset Chilling:** Grab a drink, find a spot on the sand, and mingle. * 🤝 **Zero Awkwardness:** Coming solo? 90% of our attendees do! Our hosts will immediately introduce you to a team so you aren't standing around awkwardly. **🗓️ THE DETAILS:** * **Date:** 9 May 2026 * **Time:** 6.30PM - 10PM * **Location:** Palawan Beach, Sentosa * **What to Bring:** Beachwear, a change of clothes (you *will* get wet!), a towel, and your own non-alcoholic Drinks Current Female to Male Ratio for the event 2:1, we have locked in slots for our members and now we are opening slots for the public! **Purchase your ticket here**: https://www.eventbrite.sg/e/1988702859788?aff=oddtdtcreator **Become a Member**: https://forms.gle/1ogR9heWC6TXsYbKA Check out our **Instagram**: @ooohclub.sg

🥾 **Backpack Endurance Hike – Consistency Steps Training!!!** Route: Hillview MRT EXIT A ➝ Dairy Farm Nature Park ➝ Bukit Timah Summit ➝ 2-3 Staircase Loops ➝ Beauty World Shopping Centre for lunch. **Date: 10th May 2026 (Sun)** **Meeting Time: 8 am** **Meeting point: Hillview MRT Exit A** **Your Leader in Fitness: Gary** Join us for a practical endurance training session designed to build back strength, overall stamina, and backpack carrying efficiency, perfect for those preparing for long-distance hikes and treks. We will tackle a mix of trail and stair climbs to simulate the kind of effort and strain experienced during multi-day hikes. This session focuses on consistency, not speed, ideal for beginners and experienced hikers alike who want to train smart. 🧳 What to Bring: \*Backpack (with at least 5-7kg weight to simulate real conditions) - Minimum 1.5L of water \*Light snacks or energy bars - Towel/small cloth \*Rain gear or poncho (weather dependent) - Proper hiking shoes \*Sunscreen and cap - EZ-Link card / small cash for lunch Note: Train smart. This is not a race. The goal is to develop strength and endurance through consistent effort and mindful pacing. Let’s gear up and get trail-ready! 💪 Bad weather contingency plan: *Waterproof your belongings and bring rain gear (rain cover, jacket, poncho, or umbrella). Please read this #1 - This is a number-controlled event. Please come only if you are on the attending list. #2 - We will move out at 8.05am sharp. We are not able to wait for late comers. #3 - As this is a limited number event, please check your calendar and make sure you can come before you RSVP. Do not change your attendance at the last minute and deny someone else who genuinely wishes to come. ### Important Liability Notice By joining this training, you acknowledge that you are participating voluntarily and understand the physical risks inherent in this activity. AU is not responsible for any injuries, accidents, or health complications that may occur during the training. Please ensure you are medically fit and adequately prepared for the demands of the session.

Ever wished making new friends as an adult was actually fun? This is your Saturday morning sorted. **Welcome to Gotomo — where strangers become Tomos.** **Pickleball & Breakfast** — we're keeping it small, real, and ridiculously good — a Circle of Six on the court, followed by breakfast with your new Tomos. No awkward intros. No giant crowds. Just six people, good energy, and a morning you'll actually want to repeat. **No experience needed.** Pickleball is one of the fastest-growing social sports for a reason — it's dead simple to pick up, laughably fun, and ridiculously good at breaking the ice. We'll have paddles, balls, and our patient coaches who'll show you the ropes at the beginning. **Here’s how the morning flows:** * ☀️ Arrive, meet your Circle of Six * 🏓 Warm up & play — 1 hour of pickleball (beginner-friendly, I promise) * 🍳 Head out for dinner together (self-paid — good food, better company) * 💬 The Gotomo Moment — connection happens here * 🤝 Grow your circle or join the next one **What to bring:** * Comfortable sports clothes & sneakers * A water bottle * Your actual self (leave the awkward small talk at home — we've got games for that) **What we've got covered:** * Paddles & equipment * Pickleball court + breakfast spot, all booked for you Spots are capped at 6 — because that's the whole point. Intimate. Real. We run 2 groups of 6 across 2 courts, so every Circle gets its own vibe. **How to join your Circle of Six:** Head over to gotomo.co to register and book a slot 🎟️ Gotomo Member – $19.99 with one-time subscription, then $0 access fee for this event and everything coming next (Board Game Night, nature walks, women’s only events and more). 🎟️ One-Time Spot – $14.99 access fee. No commitment, just show up and meet your new Tomos. 📍 A pickleball court within 10 mins of an MRT station — exact location revealed 24 hours before the event. 🎾 Register via gotomo.co to confirm your slot 🎾 *Strangers today. Tomos tomorrow.* *gotomo.co* *📲 Follow us for updates and early access to upcoming events:* *Instagram: @gotomo.sg* *Telegram: t.me/gotomo_sg*

✨ Connect with us over a day of fun climbs and an (optional) night of dinner + board games! ✨ 🧗 What is bouldering? Bouldering is a sub-discipline of rock climbing, that is done without a harness on a lower wall, with safety pads. It involves finding the right sequence to reach the end of a route, very much like a maze or puzzle. The problem-solving, social nature of climbing has been shown to boost self-esteem and confidence, as well as reduce depression and anxiety levels. (read the relevant papers here) What to expect 👀 (Note: the event officially starts at 3pm) ‼️ If you're new to climbing, we will run you through an introduction into bouldering. 🧘 3pm - 3:30pm: Warm up & 5 mins mindfulness (optional) 🧗 3:30pm - 7pm: Climb 🎲 7pm till late: We'll have dinner over card games or go to a board game cafe (see vibes that day) What to bring? Comfortable sports attire (long pants recommended!) Climbing shoes + chalk (if you have) Price list: Passes usually range from 25 - 28 depending on the gym Host's multipass are about 20 Rental shoes cost 5 📝 Things to note: Please join our telegram chat before coming ([link](https://t.me/+jXJ0Ia_jVMg1ZDQ1)) We vote on the next gym to visit in our tele chat, so stay tuned for updates! The group size is deliberately small to keep things cosy, so if you can't make it, please let us know ASAP.

We had a badminton session at **Braddell Heights Community Club, behind NEX Shopping Mall,** on Sunday afternoon **10th May 2026**. Welcome all High Beginner and Low Intermediate players to join us for some badminton work out. * 10:30am - 12:30pm * High Beginner and Low Intermediate Players. * Court 1 * 2 hours per session * S$10 per session * Shuttles provided (RSL Supreme) * Location: 50 Serangoon Avenue 2, #01-01, Singapore 556129 * Do join us if you are available.

***Guests are not allowed; only members are permitted***. All must register on this page. **Only members on the RSVP list are permitted**. **Why is no guest allowed?** **ALL MUST READ & AGREE TO OUR DISCLAIMERS BELOW.** **Reason: Bad experience from past events: Guests often don't read our disclaimer & follow our rules, as they are not required to RSVP,** which is typically done by friends who are members of our group. => **Guest**, please sign up as our member - it is free anyway. MEETUP POINT: Will be at a bus stop - announced later. End time \~ **745 pm around Yishun Point** Ⱶ●Ⱶ●Ⱶ●Ⱶ●Ⱶ●Ⱶ● **What's the plan**? A very scenic sunset walk [no hike] The Seletar Aerospace Park area features the scenic 0.8km [Rower's Bay Park Connector](https://pcn.nparks.gov.sg/rowers-bay/) and the [Seletar West Park Connector](https://pcn.nparks.gov.sg/seletar-west-pc/), offering wide, picturesque paths for cycling and hiking. It provides views of [Seletar Airport](https://en.wikipedia.org/wiki/Seletar_Aerospace_Park) and connects to wider regional networks. * **Rower's Bay Park Connector:** Features amenities like shelters, bicycle racks, and self-help repair stations. * **Seletar West Park Connector:** Known for its scenic, wide, and flat path, making it ideal for leisure cycling, though some sections may be dark at night. * **Connectivity:** It forms part of the larger northeastern cycling loop connecting to Yishun Dam, Jalan Kayu, and Sengkang/Punggol. **Nearby Points of Interest:** * Seletar Aerospace Park (SAP) * Seletar Airport * The Oval @ Seletar Aerospace Park (colonial bungalows, cafes, restaurants) * Rower's Bay Reservoir ***The latest and unpublished PCN is the highlight of this hike, 3 km [in / out] of trail with a reservoir on 1 side, a beautiful landscaped golf course on the other side. It is not fully connected, so a U-turn is needed; maybe this is the reason it is not published***? **Who is Suitable**? Anyone who can walk 12-14 km 𝗠𝘂𝘀𝘁 𝗯𝗿𝗶𝗻𝗴 𝗶𝘁𝗲𝗺𝘀! Comfortable attire. At least 1.0 litres of water, sunblock, rain gear, and torchlight **Shoe**: Wear comfortable shoes. 𝗪𝗵𝗮𝘁 𝗶𝗳 𝗶𝘁 𝗿𝗮𝗶𝗻𝘀? Please stay informed & check this event page for updates & the final decision of the event. **Disclaimer** : Singapore Adventurous Nature-Lovers Meetup is an amateur adventure platform that welcomes all outdoor adventure seekers. By joining the activities, all participants are deemed to have agreed to the terms and conditions contained in this disclaimer, and agreed to exonerate the activities leaders, the organisers and any other participants in the trips from any liabilities, claims, including but not limited to liabilities and claims as a result of any injuries or deaths or damages arising thereof. The participant acknowledges that this is an adventure trip. The itinerary serves as a guide only, and flexibility may be required. The organisers cannot be held responsible for any changes/cancellations/delays caused by Airlines, accidents, strikes, government regulations, weather conditions or natural calamities, etc. \****When you have turned up for this event, it is understood that you have read, agreed and accepted the above terms and conditions***\*.\*

Welcome! Gist below! :-) 1. Bring a book to the meet! 2. Buy a drink (and a bite if you're hungry). 3. Say hi to the folks. 4. Read! 5. We'll do a short round of intros and a short sharing at the end too. :) Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-) This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance! Nearest MRT: Holland Village (CC21) - Exit B

**For ages 7 and above. Children aged 5 to 7 require parental assistance.** Want to test your skill at the sport? Be the Willliam Tell or Robin Hood? Absolute Archery (Singapore) was inaugurated in 2020, aiming to provide training venue, competitive coaching, fun shoot events and a place for the community bring people together to advocate and support each other in pursuing the sports. Our head coach, Colin, has been active in the sports since late 90s till date. Being a competitive archer, he was with the National Team and had accumulated experiences which he could share with the archers and students. **Past Experiences** * National Team (Compound) 2000 - 2002 * National Junior Development Team Coach (Compound) 2013 - 2015 * Community Club Compound Coach 2013 - 2018 * National Team (Compound) 2018 - 2020 * Tampines Meridian Junior College Archery Coach 2018 - now ### **Address** 9 Ah Hood Rd, East Asia Institute of Management ### **Schedule** Sundays 1PM - 2PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

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

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.

Communication is everything in life You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio 1266 Dublin Road, Columbus, OH 43215 For more information, contact Rhiannon, the Event Host at 614-221-5024

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

Wild Ones Columbus Annual Native Plant Sale Saturday, May 23th, 2026 9:00 am to 1:00 pm (Eastern Time) Overbrook Presbyterian Church Parking Lot, 4131 N High St, Columbus, OH, 43214 Public Welcome, Family-Friendly Free Event A wide variety of native flowering plants, grasses, shrubs, and trees will be available from Wild Ones Columbus and local vendors Natives in Harmony, Leaves for Wildlife, and Scioto Gardens. Wild Ones will publish a list of plants that will be available at this year's sale closer to the event date. Be sure to stop by! Show up anytime!

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!