Computing

**\*\*\* Please register at** https://luma.com/ofdo61ky **\*\*\*** **The Super-Individual Secret Club (SISC): The Toy AI Chapter** 📅 8 May 26 (Fri) 🕗 7pm to 10pm 📍 Register to see Address 🔗 https://luma.com/ofdo61ky ​We’ll explore how toys and AI intersect — AI as a powerful engine for imagination, personalization, and interactive play, and toys as evolving platforms that bring intelligence into the physical world. Are we entering an era of AI-enhanced play and emotionally aware, adaptive toys that reshape how humans learn, create, and connect? **​Expect demos, discussion, and ideas worth stealing.** **Register now! 🚀 →** https://luma.com/ofdo61ky

**RSVP**: [https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/](https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/) Many traders enter options trading for income… only to face unexpected, heavy losses. ​ trategies like **iron condors, naked calls, and naked puts** are often marketed as “high probability”—but the risks behind them are rarely explained. ​This 3-hour intensive seminar reveals **the good, the bad, and the ugly of options trading for income**, so you can protect your capital and trade with clarity. **RSVP**: [https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/](https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/)

Are your blood pressure, blood sugar, or cholesterol levels quietly rising — even though you “feel fine”? Most people don’t take action until it starts affecting their daily life… Low energy, poor sleep, stubborn weight gain, and relying more on medication. It doesn’t have to get to that stage. Join our **offline health sharing session** and discover simple, practical ways to manage the “3 Highs” — without extreme diets or complicated routines. You’ll learn: • Easy lifestyle shifts to support healthier numbers • Smarter nutrition choices that fit your daily routine • How to build sustainable habits for long-term wellness Imagine waking up with more energy, thinking more clearly, and feeling confident that you’re back in control of your health. Whether your goal is prevention, improvement, or maintaining long-term wellness — this session will give you actionable steps you can start immediately. Seats are intentionally limited to ensure a focused, high-quality experience. 👉 Secure your seat now — message us or register today before spots are filled.

Are you walking correctly? Walking is one of the most natural human activities, but most of us aren't optimizing our stride for health and fitness. It’s time to turn your daily steps into a powerful, fat-burning tool. Join us early for the MetaWellness Fat-Burning Walking workshop. This session goes beyond a casual stroll; it is an active workshop designed to teach you the biomechanics of mindful, effective movement. Led by **JJ Mok, Accredited Mindfulness Coach**, you will learn how to align your body and mind to increase fitness, aid weight loss goals, and completely transform the way you walk. **What You’ll Learn in This Session:** * **👣 Proper Walking Technique:** Forget lazy strolling. We will teach you how to develop strong posture and an engaging, powerful stride that protects your joints and engages more muscles. * **🔥 Fat-Burning Principles:** Discover the specific techniques that turn a regular walk into a calorie-torching workout, helping you burn more energy with every step you take. * **🧘‍♀️ Breathing & Mindfulness:** Learn to integrate mindful breathing with your movement. This enhances mental focus, reduces stress, and helps naturally boost your metabolism. **Who Should Attend:** This session is perfect for anyone looking to improve their physical health, lose weight sustainably, or simply gain more energy from their daily routine. All fitness levels are welcome. **Event Details:** * **Time:** 7:30 AM – 9:00 AM * **Location:** [Entrance](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")/[Exit A](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") - [Botanic Gardens MRT Station](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") ([CC19](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") / [DT9](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")) * **Instructor:** JJ Mok, Accredited Mindfulness Coach **What to Bring:** * Comfortable walking shoes or trainers * Water bottle * Sun protection (hat/sunscreen) if outdoors * An open mind ready to learn! **Start your weekend with intention, movement, and vitality. Secure your spot today!**

**For ages 4 to 16.** Aiming to be the best, that's what our Competitive Class aims for. We do not only train students to be able to perform competition routines, but we wish for them to put in extra effort; to be better than the rest. ### **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 ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

**Friday is our open co-working day.** ​​Friday is our open co-working day. Arrive anytime from 10AM — bring your laptop, grab any open seat, stay as long as you like. ​Most people show up after lunch and settle in before The Stage. It's quiet, focused, and builder- and founder-led. **The Stage @ 1.30pm** **Topic: Federated Layer for Multi Agents** ​**Speakers:** 1. ​***Mike Anderson*** *— Co-founder & CTO, Covia Labs* 2. **​*Chirdeep Chhabra*** *— Co-founder & CEO, Covia Labs* ​Agents are starting to act as workers inside real production systems, and workers need a management layer. The question every builder in the room should take back to their laptop: in my own agent stack, what happens on the second concurrent write, and can I prove, today, under whose authority my agent acted? How do I manage my synthetic workforce in production. **​Chirdeep Chhabra** is Co-founder & CEO of Covia Labs. He previously co-founded Ocean Protocol and was Global Head of Tokenisation at Citi, with earlier work at IBM Research and EPFL. ​**Mike Anderson** is Co-founder & CTO of Covia Labs and leads the architecture of its lattice-based execution substrate. He was previously an Associate Partner at McKinsey, is a Cambridge Double First, and an IOI Gold Medallist, with deep experience in distributed execution systems. ​After the session, we go back to work.

**⛰️[CONFIRMED] Gunung Berembun @ 1014m +** **WWII Plane Crashed Site Historical Hikes** **📅 Date: 8–9 May 2026 (Fri–Sat)** **🌟 EVENT DETAILS** **Promo Price: $133/person** **(Registration closes on 6 May 2026, 5pm)** **💰Usual Price: $160/person** **�� INTERESTED?** **�� WhatsApp: 94884478 (Wilfred)** **�� Sign up here:** [https://www.meetup.com/lets-go-travelling-hiking/events/313369723/](https://www.meetup.com/lets-go-travelling-hiking/events/313369723/) **📍 HIKE OVERVIEW** 🏔️ A unique highlight of this hike is the World War II crashed bomber site, located about 1 hour from the summit. **🥾 HIKE DETAILS** Altitude: 1014m / 3,326 ft Elevation Gain: \~624m ± Distance: 5km (one way) / 10km (return) Duration: 8–12 hours (include rest & photo) Difficulty: ⭐⭐⭐⭐⭐⭐ (6/10) **🌿 TRAIL HIGHLIGHTS** 🌊 Lata Berembun – Waterfall, first checkpoint & campsite ⛺ Gua Kambing – Campsite with water source & rock shelter 🏔️ Summit Push – Steeper ascent towards the peak ✈️ WWII Crash Site – Historical aircraft wreck location 🌺 Expect beautiful wildflowers, tropical plants & birdlife along the trail. 💳 PAYMENT Please PayNow $XXX / person to: UEN: 201727764C Wilfred Go Travelling & Hiking Pte Ltd OR Bank Transfer to: DBS Current Account: 0029069789 📲 After payment, WhatsApp 94884478 (Wilfred) with screenshot receipt **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD** **To Connect With Us:** **Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg)** **Whatapps Channel:** **[https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l)** **Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar)** **◾INCLUDE:** \* 1 Event Host \* Mountain Guide/s \* Hiking Permit \* Transportation Van < 14 person Bus >15 person \* Group Dinner is only included if group-size is 10 or more **◾EXCLUDE:** -Personal Insurance -Items Not Mentioned In Itinerary **Suggested Itinerary:** (Friday) 1000pm -Meet Maxi-Cash next to Marsiling MRT Bus Stop 1005pm -Depart to Woodland Custom (Sat)(D) 11pm-Depart JB Custom 2am-Rest Area Wash-up, Breakfast & Pack Lunch 4am - Briefing commence hike 7am Lata Berembun 9am CP1 Gua Kambing, rehat & Last Waterpoint (LWP) 11am Puncak Gunung Berembun 1pm Air crash site 230pm Summit Gunung Berembun 330pm Gua Kambing (Cave) 430pm Lata berembun 6pm-Rest Area Washup 7pm-Dinner 10pm-JB Custom 11pm-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.

Welcome! Gist below! :-) 1. Bring a book to the meet! 1. Buy a drink (and a bite if you're hungry). 1. Say hi to the folks. 1. Read! 1. 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: Kaki Bukit (DT28)

popping by butter tgt before they relocate! we will walk from Grey Area (when the reading session ends ~noon) to butter tgt. it will likely be quite busy at the cafe so do be mentally prepared for a change in location! Nearest MRT: Outram Park MRT (EW16 / NE3 / TE17, East-West / North-East / Thomson-East Coast Line)

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: Outram Park MRT (EW16 / NE3 / TE17, East-West / North-East / Thomson-East Coast Line)

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.

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

**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

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.

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**