Exam Preparation

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-2jul2026-mc) only.** Moving AI from prototype to a reliable production often raises questions about optimisation, scalability and compliance. At this STACK Meetup [AI], we strip away the hype to offer an exclusive look under the hood of PlatformAI, GovTech’s developer-first platform built to scale AI capabilities reliably for the Government. Take a peek into how PlatformAI provides an enterprise-ready platform layer to govern and orchestrate large-scale AI model and capability deployments. Our speakers will share strategies on unifying secure model access, balancing costs using Pay-As-You-Go (PAYGO) versus Provisioned Throughput, and leveraging managed multimodal pipelines – Vision, Document, and Audio – without the overhead of maintaining fragmented infrastructure. Walk away with fresh insights on how GovTech is democratising AI deployment at scale, whilst ensuring proper governance like prompt security, throughput optimisation, and architectural guardrails to address modern scaling bottlenecks. **Secure your spot for STACK Meetup [AI] today: [https://go.gov.sg/stackmeetup-2jul2026-mc](https://go.gov.sg/stackmeetup-2jul2026-mc)**. Limited seats available! Who should attend: Product managers, software engineers, AI/ML developers, infrastructure specialists, and system architects, who are looking to bridge the gap between AI prototyping and production-grade software engineering. **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening By Ethan Goh, Director, Product Management, AI Programme, GovTech Singapore 7:15pm: Introducing PlatformAI – GovTech’s one-stop platform for AI Capabilities By Daniel Yuen, Product Manager, AI Programme, GovTech Singapore 7:35pm: PlatformAI – Models: Unified Access To LLMs By Tan Xiu Quan, Product Manager, AI Programme, GovTech Singapore 7:55pm: PlatformAI for Multimodal Capabilities, across Vision, Documents and Audio By Suresh Kumar Sarad, Senior Product Manager, AI Programme, GovTech Singapore 8:15pm: Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-2jul2026-mc)\*** to sign up! \*Registration will be accepted via GovEntry only.

http://photos1.meetupstatic.com/photos/event/d/5/8/7/600_434874663.jpeg Check out http://www.A2Movements.com for detailed info! [Parkour Training] Tuesday 7pm at Free Runner Lodge Bring water, wear sporty attire (long pants & covered shoes + rubber sole and the waiver form (can be found on website)

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: Somerset (NS23)

http://photos1.meetupstatic.com/photos/event/d/5/8/7/600_434874663.jpeg Bring water, wear sporty attire (long pants & covered shoes + rubber sole and the waiver form (can be found on website)

**Delaying age-related diseases: Can the mushroom-derived nutrient ergothioneine prevent dementia?** Distinguished Professor Barry Halliwell host: Kamil Pabis, PhD, co-organized by VIVA foundation As we sit in this room, we are all breathing oxygen (O2), a gas essential for life for efficient energy production from our food. Yet oxygen has a dark side; some of it makes reactive oxygen species (ROS) such as oxygen radicals, which can damage our body tissues, a factor that contributes to age-related diseases, especially dementia. ROS are not all bad, they help protect against infectious disease via the process of acute inflammation (keeping us alive) yet as we age inflammation isn’t controlled properly and the extra ROS cause more damage that contributes to age-related diseases. ROS levels in the body are controlled by antioxidants, many of which we make ourselves but others come from the diet. Most attention has been paid to vitamins C and E, polyphenols and carotenoids. Consuming diets rich in these compounds correlates with better health, but high doses of them as pure compounds in supplements have had little effect in delaying dementia and other age-related diseases in properly-controlled human clinical trials; supplements cannot replace the effects of a good diet. Interpreting correlational studies as causation is often done, but fraught with danger. In the past ten years we have studied a diet-derived antioxidant that has been almost totally ignored, namely ergothioneine (ET). It is found in many foods, but the major source is mushrooms. Our work has demonstrated that ET is likely very important in maintaining brain health and delaying or preventing dementia and other age-related disease, and pilot clinical trials support this. Evidence is growing that ET is a “longevity vitamin” to support healthy ageing, but rigorous clinical trials are needed to prove this. Its effectiveness may be due to its many additional mechanisms to protect our organs, in addition to acting as an antioxidant. FOOD AND CATERING This event is kindly supported by AVEA. https://avea-life.com/ Please come hungry to enjoy the healthy food! LOCATION 6:45 pm SGT **VIVA Foundation for Children with Cancer** 8 Sinaran Drive, #03-01 VIVA Hub, Novena Specialist Center, Singapore 307470

Looking for genuine business networking in Singapore without the hard sell or the tech-startup echo chamber? You've found it. The Singapore Entrepreneurs Network (SEN) has been running free, no-frills entrepreneur networking sessions since 2005 with roots going back to 2002. This is one of our regular monthly sessions. Drop in, buy a drink, and start a conversation. With over 20,000 members and 633 events hosted across two decades, SEN is one of Singapore's longest-running and most active entrepreneur communities. **Who shows up** SEN attracts a genuinely mixed crowd, and that's the point. On any given Thursday you'll meet: * Students and aspiring founders with their first business idea * Fresh startups and early-stage founders * Established entrepreneurs and SME owners * Corporate professionals seriously considering the leap * Freelancers and independents building their own path * Investors and advisors * Foreign entrepreneurs and expats building in Singapore Every industry. Every stage. All equally welcome. **What to expect** No agenda, no formal programme, no keynote speeches, no hard pitching. Just a room full of people who are building something or thinking seriously about it, talking openly with others who get it. SEN is known for being genuinely diverse, refreshingly direct, and free of the "tech founders only" attitude that dominates most Singapore networking events. People disagree here. People speak freely. That's what makes it worth showing up. **Our community standard** This community runs on one principle: honest conversation between real people doing real work. Claims are welcome. Fabrications are not. If you state credentials, be prepared to substantiate them. **Practical details** * Venue: Rocky Master, 18 Tai Seng St, #01-28, Singapore 539775 * Date: First Thursday of the month * Time: 7:00 PM onwards * Free entry **Ground rules** * Buy something at the venue. There is no entrance fee, but we are guests of Rocky Master. It is compulsory to purchase a drink or meal. If you are not hungry or thirsty, buy something and gift it to someone else; you will get thirsty after an hour of conversation. * No hard selling. Network freely, but do not force other attendees to sit through your pitch. * Basic decency. SEN welcomes people with differing views and backgrounds. Disagree openly but respectfully. **About SEN** In 2002, Nicholas Chan was one of eight co-founders of Project:Senso, a pioneer entrepreneur gathering in Singapore. Nicholas subsequently spun off the Singapore Entrepreneurs Network in 2005; the networking events were working, people kept coming back, and he decided they deserved a permanent home and a life of their own. Two decades on, SEN counts over 20,000 members and runs affiliated chapters in Malaysia, Myanmar, and Taiwan.

Hey Guys, For this run - we will be running along Khatib Bongsu Park Connector! Meeting Point: Yishun MRT Exit B - Approx. Running Route: Khatib Bongsu Park Connector - Approx. Distance: 5 km - Dinner together closeby Yishun MRT And in the spirit of the Run-to-Eat club, we will end off the run with a satisfying dinner close by. Hope to see you guys soon! ((: *Notes: 1) No locker services will be provided 2) Unable to wait for late comers

We shall brisk walk from Changi Airport to Stadium MRT Station late afternoon till night time for 2 consecutive days on Saturday and Sunday. For those who like to join us next year April to South Korea - Jeju Island Olle Trail to brisk walk 100 KM in 5 days plus climbing Mount Hallasan 1947m plus City Tour. We need minimum 12 hikers to go, max 16 hikers. In August and November, we can do 3 consecutive days. You may train with us even if you are not going for the trip. Do consider to give yourself a break and build up your stamina, endurance and your health. Interval Walk Training (IWT)—alternating fast-paced walking with slow, recovery-paced walking—is a highly effective, low-impact workout that improves cardiovascular fitness, boosts metabolism, and strengthens muscles. It is superior to steady walking for lowering blood pressure, improving aerobic capacity, reducing visceral fat, and enhancing insulin sensitivity. **Key Health Benefits of Interval Walk Training (IWT):** * **Improved Cardiovascular Health:** IWT strengthens the heart and enhances blood circulation by raising and lowering the heart rate, similar to a high-intensity interval training (HIIT) session. * **Superior Metabolic Control:** It is particularly effective for managing blood sugar and increasing insulin sensitivity, making it ideal for managing or preventing type 2 diabetes. * **Weight Management & Metabolism:** The "afterburn effect" from high-intensity intervals continues to burn calories after the workout ends, aiding in fat loss. * **Increased Aerobic Capacity & Physical Fitness:** Studies indicate that switching paces consistently improves overall stamina and endurance better than continuous walking. * **Muscle & Bone Strengthening:** It strengthens the legs and core, while improving bone density, which is crucial for preventing osteoporosis in older adults. * **Improved Mental Health:** It aids in stress reduction, improves sleep quality, boosts energy, and elevates mood through the release of endorphins. * **Accessible and Sustainable:** The training is low-risk and highly adaptable to various fitness levels, making it popular for improving longevity and mobility in adults over 60. https://www.brownhealth.org/be-well/interval-walking-health-benefits-japanese-walking-method Date: 4 July 2026 (Sat) Registration Time: 4.00 p.m. Start Time: 4.15 p.m. Start point: Changi Airport MRT Station (Green Line) T2 Arrival Hall waiting area near Swensen restaurant End Time: 9.00 p.m. End point: Stadium MRT Station Dinner: No stop for dinner. Bring your own snack bars. Where to meet at start point? Changi MRT Station Hydrate yourself well 1\~2 days before actual day by drinking 2L to 2.5L of water daily. Do moderate exercise throughout the weeks. Remember to drink 300ml of water with some salt the night before the walk. Drink another 300ml of water first thing in the morning on actual day of the walk. Things to bring: 1\. Minimum 1L of water 2\. Poncho and umbrella 3\. Sun block lotion 4\. Sun hat or cap 5\. Money for lunch 6\. MRT card or taxi fare home 7\. Phone and power bank 8\. Muscle rub 9\. Blisters plasters 10\. Light snacks like nuts & energy bar 11\. Face towel

http://photos2.meetupstatic.com/photos/event/d/7/6/1/600_434875137.jpeg Check out http://www.A2Movements.com for detailed info! Bring water, wear sporty attire (long pants & covered shoes + rubber sole and the waiver form (can be found on website)

http://photos4.meetupstatic.com/photos/event/d/4/e/2/600_434874498.jpeg Check out www.A2 Movements.com for detailed info! Bring water, wear sporty attire (long pants & covered shoes + rubber sole and the waiver form (can be found on website)

**For ages 18 and above.** This class is for those who already know the rules and are ready to take their game to the next level. We’ll dive into fundamental strategies and essential tactics to sharpen your decision-making, improve board vision, and enhance your overall gameplay. Through practical exercises, pattern recognition drills, and real-game applications, you’ll develop a deeper understanding of key tactical themes like forks and pins. Whether you’re looking to outplay your friends, compete in tournaments, or simply refine your skills, this class will help you build a strong foundation for long-term improvement. **Topics covered:** **Week 1:** Opening Principles **Week 2:** Double Attack **Week 3:** Pins **Week 4:** Checkmate Patterns ### **Address** 39 Jln Pemimpin, #01-05, Singapore 577182 ### **Schedule** Saturdays 630PM - 830PM ### **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.

**Click here for more WSET Level 2 course dates, fees and information** Get up to 50% Subsidies With NTUC UTAP [https://www.finewines.com.sg/wset-level-2-wine-course-singapore/](https://www.finewines.com.sg/wset-level-2-wine-course-singapore/) WSET wine courses are the backbone of Singapore’s F&B and wine industry and a must for anybody considering joining it. This is an internationally recognised wine certification which will help you to advance your career anywhere in the world. If you are currently working in the wine industry or possess basic wine knowledge and are keen to enter into the F&B or wine trade, our WSET Level 2 wine course furthers your wine knowledge in a more in-depth programme. Our experienced WSET certified educators will provide you with the practical skills and technical knowledge required in a career of the complex world of wine. The WSET Level 2 course is also a perfect option for wine lovers looking to increase their wine knowledge in a structured way. Also its the stepping stone to the progress to the WSET Level 3. **WHAT YOU WILL LEARN:** How to taste and describe wine using the WSET Level 2 Systematic Approach to Tasting Wine (SAT). Understand the factors that influence a wine’s style, quality and price. Learn & taste 22 grape varieties produced in important geographical indications (GIs) around the world. Interpret key labeling terms to understand the style, flavour and method of production of still, sparkling and fortified wines. Why tannin, acidity and terroir play a role in terms of the wine tastes. Principles of food and wine pairing and the storage and service of wine. Intensive & effective wine palate training by tasting over 40 bottles of wines! **Click here for more WSET Level 2 course dates, fees and information** Get up to 50% Subsidies With NTUC UTAP [https://www.finewines.com.sg/wset-level-2-wine-course-singapore/](https://www.finewines.com.sg/wset-level-2-wine-course-singapore/)

We shall brisk walk from Changi Airport to Stadium MRT Station late afternoon till night time for 2 consecutive days on Saturday and Sunday. For those who like to join us next year April to South Korea - Jeju Island Olle Trail to brisk walk 100 KM in 5 days plus climbing Mount Hallasan 1947m plus City Tour. We need minimum 12 hikers to go, max 16 hikers. In August and November, we can do 3 consecutive days. You may train with us even if you are not going for the trip. Do consider to give yourself a break and build up your stamina, endurance and your hraalth. Interval Walk Training (IWT)—alternating fast-paced walking with slow, recovery-paced walking—is a highly effective, low-impact workout that improves cardiovascular fitness, boosts metabolism, and strengthens muscles. It is superior to steady walking for lowering blood pressure, improving aerobic capacity, reducing visceral fat, and enhancing insulin sensitivity. **Key Health Benefits of Interval Walk Training (IWT):** * **Improved Cardiovascular Health:** IWT strengthens the heart and enhances blood circulation by raising and lowering the heart rate, similar to a high-intensity interval training (HIIT) session. * **Superior Metabolic Control:** It is particularly effective for managing blood sugar and increasing insulin sensitivity, making it ideal for managing or preventing type 2 diabetes. * **Weight Management & Metabolism:** The "afterburn effect" from high-intensity intervals continues to burn calories after the workout ends, aiding in fat loss. * **Increased Aerobic Capacity & Physical Fitness:** Studies indicate that switching paces consistently improves overall stamina and endurance better than continuous walking. * **Muscle & Bone Strengthening:** It strengthens the legs and core, while improving bone density, which is crucial for preventing osteoporosis in older adults. * **Improved Mental Health:** It aids in stress reduction, improves sleep quality, boosts energy, and elevates mood through the release of endorphins. * **Accessible and Sustainable:** The training is low-risk and highly adaptable to various fitness levels, making it popular for improving longevity and mobility in adults over 60. https://www.brownhealth.org/be-well/interval-walking-health-benefits-japanese-walking-method Date: 5 July 2026 (Sun) Registration Time: 4.30 p.m. Start Time: 4.45 p.m. Start point: Changi Airport MRT Station (Green Line) T2 Arrival Hall waiting area near to Swensen restaurant. End Time: 9.30 p.m. End point: Stadium MRT Station Dinner: No stop for dinner. Bring your own snack bars. Where to meet at start point? Changi MRT Station Hydrate yourself well 1\~2 days before actual day by drinking 2L to 2.5L of water daily. Do moderate exercise throughout the weeks. Remember to drink 300ml of water with some salt the night before the walk. Drink another 300ml of water first thing in the morning on actual day of the walk. Things to bring: 1\. Minimum 1L of water 2\. Poncho and umbrella 3\. Sun block lotion 4\. Sun hat or cap 5\. Money for lunch 6\. MRT card or taxi fare home 7\. Phone and power bank 8\. Muscle rub 9\. Blisters plasters 10\. Light snacks like nuts & energy bar 11\. Face towel

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. 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.

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.

This is an in-person meeting. At this meeting you will get answers to depression and anxiety. Find out the source of them and how to get rid of them. Did you know that unwanted emotions like anxiety, depression, unhappiness, loneliness, hopelessness, anger, fear, or feelings of irritation don’t just fall on you for no reason. They are not random occurrences that simply happen to people's minds. They are definitely not due to a chemical imbalance in your brain from some nebulous chemical reaction "by chance". Your negative emotions are the symptoms of the painful experiences that you have which are not healed, and which are still affecting you. The effects of these painful experiences are exacerbated by the pressures or difficulties of the other problems in your life. Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Hubbard Dianetics Foundation of Central Ohio and Church of Scientology of Central Ohio.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/