Master Data Management

Hey Hashicorpians, We’re excited to invite you to the Cloud Native and HUG Singapore May Meetup, a collaborative in-person event with the Singapore CNCG meetup, hosted at SMU School of Computing and Information Systems 👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-20260701)** and join us in person! This meetup brings together the cloud-native community to explore AI innovation and Kubernetes data security, share practical insights, and connect with fellow practitioners. 👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-20260701)** and join us in person! 📅 Date: Wednesday, 1st July, 2026 ⏰ Time: 6:00 PM – 9:00 PM (GMT+8) 📍 90 Stamford Rd, Singapore 178903, SOE/SCIS2 Seminar Room B1-1 🎤 Talks include: 1. **Engineering "Invisible" Platforms With Crossplane and Score,** by [Mumshad Mannambeth](https://www.linkedin.com/in/mmumshad/), Founder & CEO of KodeKloud 2. **Terraform at Scale: Architecture, Automation, and AI-Assisted AWS Delivery** by [Nisal Wickramage](https://www.linkedin.com/in/nisal-wickramage/), Senior Consultant at Thoughtworks 3. **Enable Zero Trust for Service Connectivity across Hybrid Cloud with HashiCorp Consul ⛅️**by [Sai L.](https://www.linkedin.com/in/sailinnthu/), Sr. Solutions Architecture Specialist 🏟️ Venue - Sponsored by **SMU Artificial Intelligence Club (SmuAI)** 🍕 Networking, food & drinks - Sponsored By 𝗛𝗮𝘀𝗵𝗶𝗰𝗼𝗿𝗽, 𝗮𝗻 𝗜𝗕𝗠 𝗖𝗼𝗺𝗽𝗮𝗻𝘆 🎁 Quiz, swag & vouchers - Sponsored By **KodeKloud** 3 Lucky winners will also get an opportunity to win **KodeKloud** Subscriptions 5 Lucky winners will get an opportunity to win Hashicorp Associate exam vouchers. 1 Lucky Winner will get - Print Copy of Terraform Authoring and Operations Professional Study Guide Azure Edition written by [Mattias Fjellström](https://www.linkedin.com/company/96315339/admin/page-posts/published/#), https://lnkd.in/gkByqHfQ Whether you’re a platform engineer, SRE, developer, or cloud architect, this is a great opportunity to learn, connect, and grow with the **CNCF & HUG community.** 👉[ ](https://konfhub.com/singapore-cncf-and-hug-20260701)**[RSVP now](https://konfhub.com/singapore-cncf-and-hug-20260701)** and join us in person! Join Our Telegram Channel: **[Singapore HUG Telegram Public Channel](https://t.me/+4TSTIb7Z31JkMTk1)** **[CNCF Telegram Public channel](https://t.me/+7nwzcfCV03JjMzhl)**[ ](https://t.me/+7nwzcfCV03JjMzhl) LinkedIn: **[Singapore Hashicorp User Group](https://www.linkedin.com/company/singapore-hashicorp-user-group-hug/)** **[Singapore Cloud Native Community Group - Official CNCF Community](https://www.linkedin.com/company/cloud-native-community-group-singapore-cncf/)** See you there! Singapore HUG Organizers.

**LIVE ENERGIZED \~ Prosperity Edition, Together with Master Stephen Co!** Wed Jul 1, 2026 7:00 PM - 10:00 PM Marina Bay Sands, Sands Grand Ballroom Level 5, 018956 **Unlock the Energy Behind Wealth, Success & Opportunity - In One Evening with Master Co!** *Experience a powerful live session with Master Stephen Co and discover how to activate your energy, remove hidden blocks, and step into a new level of prosperity—both spiritually and financially!* Do you feel you’re capable of more… but something invisible is holding you back? You’re working hard. You’re doing your best. But somehow…the results don’t match your effort. What if the missing piece isn’t strategy— …but energy? **In this rare 3-hour live experience, Master Stephen Co—Senior Disciple of Grandmaster Choa Kok Sui and part of the global training circle of Tony Robbins, reveals how your inner energy directly influences your outer success!** In this high-impact, high-content session, you will get to learn: **The Truth About Energy & Prosperity**: *\> Why energy precedes wealth \(not the other way around\!\)* *\> The hidden energetic causes of financial struggle* *\> Understanding prosperity beyond money: vitality\, clarity\, opportunities* **Energy Anatomy of Wealth Creation** *\> How energy affects income\, career\, and business* *\> How Chakras are related to money\, influence\, and decision\-making* *\> How stress\, fear\, and negative thought forms drain financial flow* *\> The link between aura strength and opportunities* **Clearing Blocks to Prosperity** *\> Identifying common energetic blocks: fear of loss\, guilt\, scarcity mindset* *\> Effects of past conditioning and emotional energy on finances* *\> Guided process: releasing limiting beliefs* **The LIVE Energized Experience** *\> Group Twin Hearts Meditation* *\> Abundance consciousness & increasing receptivity to opportunities and flow* **Practical Prosperity Strategies** *\> Grounding spirituality into real\-world execution* *\> Aligning purpose with income streams* *\> Decision\-making with clarity and intuition* *\> Increasing productivity\, focus\, and execution energy* *\> How to stay energetically “High\-Performance” in Business and Career* **Building Sustainable Wealth Energy** *\> Daily energetic habits for success* *\> Protecting your energy from negativity and burnout* *\> Creating momentum and consistency* This is not just a talk..it is an experience.. You will be guided through a **LIVE energy session** designed to: **✨ Clear emotional and mental blocks** **✨ Increase your vitality and confidence** **✨ Open your energy to prosperity and flow** **This Event is Great For..** * Professionals feeling stuck or plateaued * Business owners seeking growth and clarity * Individuals exploring spirituality with real-world results * Anyone ready to **earn more, do more, and become more—without getting burnout!** **Why Learn from Master Stephen Co** * Decades of experience teaching **energy mastery and success principles globally** * Combines deep spiritual knowledge with **real business expertise** * Has shared stages and contributed to programs alongside world-renowned leaders * Known for **high-energy, practical, and results-driven teachings** You won’t just understand it. **You’ll feel it. Be There!** A rare opportunity to experience with Master Stephen Co LIVE in Singapore. 👉 **[Reserve Your Seat Now!](https://tickets.liveenergized.co/events/centreforinnerstudiessingapore/2218978)** **About Master Co** Beyond his spiritual work, Master Co is also a highly accomplished corporate leader. As a member of the leadership circle and training entourage of Tony Robbins, he has shared stages globally, contributing to programs that empower individuals to achieve peak performance, financial success, and personal transformation. His rare combination of deep esoteric knowledge and real-world business acumen makes his teachings both profound and highly actionable. Master Co is known for delivering high-energy, engaging, and insight-rich sessions that leave audiences inspired and equipped with practical tools they can immediately apply in their lives. Whether addressing spirituality, health, relationships, or business, he consistently emphasizes measurable results, inner mastery, and alignment with higher purpose—making his talks a powerful and transformative experience not to be missed! A rare opportunity to experience with Master Stephen Co LIVE in Singapore. 👉 **[Reserve Your Seat Now!](https://tickets.liveenergized.co/events/centreforinnerstudiessingapore/2218978)**

Hey AWS Security fam 👋 **Our goal remains the same: bring security and cloud practitioners together.** Security is wide; cloud teams move fast. Let us meet in the middle — share what is working, what is painful, and how we can ship safer, faster. Want to speak next time? We are lining up lightning talks and deep dives for upcoming meetups — 30-minute sessions, interactive by design. New voices welcome: operators, builders, blue/red/purple teamers, platform folks. If you have shipped it, broken it, or fixed it, we want to hear it. (Ping the organizers / DM us after you RSVP.) 🎤 **Speakers** ✅ **AWS Privilege Escalation Paths: A Technical Primer** 📌 Nicolas Buzy-Debat, Red Team Lead, Grab A technical session on how privilege escalation paths can emerge within AWS environments, where practitioners can study known techniques, and how the approach differs between pentesting and red teaming. Nicolas will walk through selected examples, practical ways to reason about attack paths, and recommendations for reducing privilege escalation risk through better visibility, IAM design, and security controls. ✅ **Security Leadership in the Age of AI and Cloud** 📌 Damian Leach, Chief AI & Digital Officer, VISTRA 📌 Donald Ong, Senior Assistant Director, Cybersecurity Agency of Singapore (CSA) 📌 Swan Chin Yeo, Head of Greater ASEAN, Okta A leadership discussion on how security teams are navigating the intersection of AI, cloud adoption, identity, governance, and an evolving threat landscape. The conversation will explore how leaders balance innovation with risk, what security priorities are changing, and how practitioners can prepare for the next phase of cloud and AI-driven security challenges. 🧭 **Event Details** 📅 Date: Wednesday, 1st July 2026 🕡 Time: 6:30 PM – 9:00 PM 📍 Venue: AWS Singapore, 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🛂 **Registration & Check-in (Important)** Watch for an email titled: AWS Security User Group Singapore: Registration Confirmed for AWS Security Meetup – July 2026 Show this email at Level 1 Concierge to access Level 5 for verification. Walk-ins: Only if capacity allows. Confirmed registrations get priority. No confirmation email = walk-in; entry not guaranteed. 🙌 **What to Expect (and why it’s worth your evening)** * 30-minute interactive sessions — no death-by-slides * Live Q&A & show-and-tell — bring questions, tooling, and war stories * Security × Cloud crossover — incident learnings, IaC guardrails, identity, data protection, cost/risk trade-offs 🍕 **Agenda & Housekeeping** 6:30 PM — Pizza & drinks (vegetarian + halal options) Talks — Start right after dinner Networking — Meet builders, defenders, and platform folks 📸 Photos/recordings may be used for future promo Pro tip: Arrive early to skip queues and snag a good seat 🎁 Swag & promo codes — stay till the end for giveaways

We’re turning Wednesday nights into a cozy, small-group dating experience where sparks fly in a relaxed, stylish setting. Pls purchase your tickets at: [https://www.eventbrite.sg/e/small-group-dating-goodbye-alibi-bar-tickets-1978073311523](https://www.eventbrite.sg/e/small-group-dating-goodbye-alibi-bar-tickets-1978073311523) Or WhatsApp to 88664680 for enquiries. 🍸 Small Group Dating @ Goodbye Alibi Bar Presented by iDatings 📅 Every 1st Wednesday \| 🕖 7:00–9:30 PM 📍 Goodbye Alibi Bar Step into the midweek with something more exciting than just another drink. At Goodbye Alibi Bar, we’re turning Wednesday nights into a cozy, small-group dating experience where sparks fly in a relaxed, stylish setting. ✨ What to Expect • Small Group Rotations: Meet singles in intimate circles of 4–6 onwards, designed for deeper conversations and genuine connections. **Min 2 gents and 2 ladies** • Curated Icebreakers: Forget the awkward “So, what do you do?” — our prompts keep things playful, thoughtful, and real. **Food and Drinks at own tab** • Signature Cocktails & Vibes: Goodbye Alibi’s chic bar atmosphere sets the stage for laughter, chemistry, and maybe a little mischief. • Inclusive & Welcoming: All orientations and backgrounds celebrated. Come as you are, leave with stories. 🎯 Who’s It For? If you’re tired of swiping and ready for something authentic, this is your midweek reset. Whether you’re a curious flirt, a hopeful romantic, or just looking to meet like-minded singles, our format makes sure everyone feels seen and heard. 🎟️ Limited Spots Small groups mean intimate vibes — and limited seats. RSVP early to secure your place.

What if a tennis class became the easiest way to meet new people? **The Best Group** combines structured, level-based tennis group classes with an optional social matching experience. Here's how it works: 🎾 Join a tennis group class with players of a similar level 🤝 Having joined a class, you can choose to be matched with **three other people you've never met before** for dinner. The difference? **Everyone at the table will already have completed a tennis group class with The Best Group.** Instead of meeting complete strangers with nothing in common, everyone shares the same experience, making conversations feel far more natural from the very beginning. Think of it as a Timeleft-style social experience—but with a built-in shared connection before you ever sit down for dinner. **Join the waitlist for early access:** [https://thebestgroup.base44.app/](https://thebestgroup.base44.app/)

Everyone is building agents. Far fewer have gotten them past the pilot and into the hands of real users inside a large organisation, where the constraints are different and the room for error is smaller. This edition of The Agentic AI Club brings together speakers who have done that, sharing first-hand what it took to move agentic AI from a working prototype into the enterprise. ## **What You'll Take Away** * What it takes to move an agent past the pilot and into everyday use across a large organisation * Where enterprise realities reshape the build: security reviews, legacy systems, procurement, and sign-off * Which design choices survived production, and which ones fell over * A sharper sense of where enterprise agentic AI is paying off right now ## **Agenda** 4:00 PM — Doors open · Registration 4:10 PM — Welcome by The Agentic AI Club 4:15 PM — Speaker sessions 5:45 PM till late — Community Mixers ## **Speakers** **Speakers** **Vidhi Chugh — AI Strategy & Governance Lead, Prudential AI Lab** Vidhi is a globally recognised AI leader and patentholder, working at the intersection of business, product, and engineering. Named among the World’s Top 200 Business and Technology Innovators, she has scaled enterprise-grade AI systems and taught more than 250K AI practitioners globally. **​Annie An — Senior Solutions Architect, AWS** Annie helps enterprises across ASEAN design and deploy production-grade GenAI, LLM, and agentic systems, spanning financial services, telco, insurance, and legal, with a focus on responsible AI and real-world impact. *\*All speakers appear in their personal capacity. Views shared are their own and do not represent the official positions of their organisations.* ## **Who Should Attend** * AI engineers, technical leads, and ML practitioners building agentic systems * Product and engineering leaders shipping AI-first products inside larger organisations * Enterprise innovation, strategy, and digital transformation leads * Founders and operators deploying agentic AI into enterprises * Anyone focused on getting AI agents from prototype into production at scale ## **About The Agentic AI Club** A space for people shaping how AI gets built and shipped. We bring together engineers, founders, operators, and ecosystem leaders working at the frontlines of agentic AI in Singapore.

🚨 **IMPORTANT – REGISTRATION IS REQUIRED VIA THE AWS SECURITY MEETUP PAGE** 👉 **Please RSVP here:** 🔗 https://www.meetup.com/aws-sg-security/events/312743656/ 📌 This event is hosted under the **AWS Security Users Group Singapore**. 📩 All attendees **must register** via the link above to receive a confirmation email and secure access to the venue. ❗ Registrations on other meetup pages will **not** be considered valid. **Hosted by AWS User Group Singapore x AWS Security Users Group Singapore** 📅 Date: Wednesday, 1st July 2026 🕡 Time: 6:30 PM – 9:00 PM 📍 Venue: AWS Singapore, 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🎤 **Speakers** ✅ **AWS Privilege Escalation Paths: A Technical Primer** 📌 Nicolas Buzy-Debat, Red Team Lead, Grab A technical session on how privilege escalation paths can emerge within AWS environments, where practitioners can study known techniques, and how the approach differs between pentesting and red teaming. Nicolas will walk through selected examples, practical ways to reason about attack paths, and recommendations for reducing privilege escalation risk through better visibility, IAM design, and security controls. ✅ **Security Leadership in the Age of AI and Cloud** 📌 Damian Leach, Chief AI & Digital Officer, VISTRA 📌 Donald Ong, Senior Assistant Director, Cybersecurity Agency of Singapore (CSA) 📌 Swan Chin Yeo, Head of Greater ASEAN, Okta A leadership discussion on how security teams are navigating the intersection of AI, cloud adoption, identity, governance, and an evolving threat landscape. The conversation will explore how leaders balance innovation with risk, what security priorities are changing, and how practitioners can prepare for the next phase of cloud and AI-driven security challenges. 📸 Kindly note that photographs and recordings captured during the event will be used for future promotional purposes. 🍕 **Agenda & Housekeeping** 💡 Pro Tip: Arrive early to avoid queues and secure your seat for the sharing sessions! 🍕 Pizza Time: Dinner starts at 6.30pm, enjoy pizza and drinks before the talks begin. 🎤 Talks start around 7.00pm 🍻 Post-Event Networking: Stick around to meet fellow builders, practitioners, and experts. 🎁 Swag & Promo Codes: AWS swag and giveaways await those who stay till the end! 🔗 Connect with us: Meetup: [AWS Security Users Group Singapore](https://www.meetup.com/aws-security-users-group-singapore/) Meetup: [AWS User Group Singapore](https://www.meetup.com/aws-sg/) LinkedIn: [AWS User Group Singapore](https://www.linkedin.com/company/aws-user-group-singapore/) Discord: [https://discord.com/invite/nkZagBG](https://discord.com/invite/nkZagBG) 📬 Enquiries: [aws.usergroup.singapore@gmail.com](mailto:aws.usergroup.singapore@gmail.com)

Hi there! 😊 **Note:** This event is posted on multiple platforms, so more people come than just the RSVPs here. This is a **Speed Dating event** ❤️ **Why participate:** Easy and fun way to meet your **new girlfriend / boyfriend!** You do not need to go up to anyone first, **the host does everything for you.** Easy and fun way to make **new friends.** **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/singapore -** (if link doesn’t work - it means we sold out) 🕊️ **Changed plans?** Just DM us 24h before the event for **full refund**! 😊 ❗ **Note:** We often sell out around **1 week** before the event! ❤️ **Why People Love Our Events:** ⚖️ **50/50 gender ratio guaranteed** \- planned with care so both sides stay even 😌 **Professional host included** \- the host takes care of the whole event for you ☺️ **Relaxed, welcoming atmosphere** \- fresh\, easygoing\, and social 🎉 **Friendly people** \- lots of guests are thoughtful\, cheerful\, and relaxed\! 🧭 **YOUR FIRST TIME? 😊 HERE IS HOW IT WORKS:** 🧭 You have a **5 min conversation** with every participant ⏱️ There are **question cards** on every table to keep chats moving! Men move every 5 minutes, women stay seated. At the end you get your matches. ❤️ 📍 **LOCATION:** The venue location is sent to **ticket holders** after purchase. It is always a big cafe lounge in a central location. 💌 **QUESTIONS?** Email us! We get back to everyone! **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/singapore -** (if link doesn’t work - it means we sold out) 🕊️ **Changed plans?** Just DM us 24h before the event for **full refund**! 😊 ❗ **Note:** We often sell out around **1 week** before the event! I’m so happy to welcome you! See you soon! 😊❤️

According to the Ancient Esoteric Teachings, Management through the 7 Rays Reflects the 7 Energies Utilized in the Process of Creation. If you want to be Successful, Copy the Management System of God! On 3 July 2026 (Fri), 9am \~ 6pm Together with Master Stephen Co @CIS Centre, Downtown Gallery *Click on the link to view the video introduction on [MCKS Spiritual Business Management](https://www.youtube.com/watch?v=IX41C_4uiCA) by Master Stephen Co.* *Pre-requisite:* * Completed Foundational (Basic) Pranic Healing Course [If you have not attended Basic Pranic Healing Course, you can still join our class on 16 & 17 May 2026 OR 6 & 7 June 2026. Learn more [HERE.](https://pranichealing.us5.list-manage.com/track/click?u=2455ea2a7fb5ac4f422df34d9&id=229f4b543c&e=911bd08448)] **Date:** 3 July 2026 (Fri) **Time:** 9am \~ 6pm **Venue:** Centre for Inner Studies - 6A Shenton Way, OUE Downtown Gallery, #02-09/10, Singapore 068815. **Course Fees:** [New] \*$498; [Review] $288 **[Registration Link](https://pci.jotform.com/form/261174309398464)** * *MCKS Kabbalistic Cycle Wheel and Achieve the Impossible Sutra, are sold separately at $28 & $16 respectively.* * *Provision of vegetarian lunch for all participants on the day.* **Spiritual Business Management** is a *1-day experiential workshop* designed to apply **esoteric and spiritual laws** to managing both *life and business*. Rather than traditional corporate training focused purely on techniques, it adds a new perspective in *energy work, meditation, and ancient wisdom* to enhance success, productivity, and harmony in professional and personal settings. The course is structured around several powerful concepts designed to give attendees an "edge" in the workplace. ***Get to learn...*** * **Management by the Seven Rays**: Based on the esoteric teaching that seven energies govern creation, you will learn to understand human archetypes. This provides deep insights into your own personality and those of your colleagues, helping to improve professional relationships and team dynamics. * **The Science of Life Cycles (Right Timing)**: You will be taught how to identify and leverage the natural cycles that govern life and nature. By understanding this rhythm, you can discern the right timing for actions and initiatives to align with natural energies for greater success. * **Stress & Energy Management through Meditation**: Practical, simple meditation and breathing techniques are core to the curriculum. These tools are designed to rapidly recharge the physical body and mind, dissolve stress, and maintain a sense of calm and sharp mental clarity—even when under pressure and needing to make critical decisions. * **Productivity & Efficiency**: Learn systematic ways to prioritize activities and practice "one-pointedness" to increase efficiency . The goal is to achieve more in less time with greater output. * **Personal Empowerment**: You will develop stronger leadership skills that inspire confidence. The spiritual empowerment from the practices is said to result in increased strength, clarity of goals, and dynamism to handle any business situation. * **Harmonious Work Environment**: The course provides techniques to bridge the gap between management and the workforce. By fostering mutual respect and creating a positive organizational environment, you can boost overall employee productivity and return on investment and much, much more! While the teachings are rooted in ancient spiritual wisdom, this workshop is highly practical and structured for the modern world. Participants would be able to apply what they learn with tangible outcomes that can benefit both their professional and personal lives! **👉🏻 [Register with us Today!](https://pci.jotform.com/form/261174309398464)**

*Click on link to view the video introduction on [MCKS Om Mani Padme Hum](https://www.youtube.com/watch?v=ZUcBILI8Kcc) by Master Stephen Co.* *Pre-requisite:* Completed Foundational (Basic) Pranic Healing Course [If you have not attended Basic Pranic Healing Course, you can still join our class on 16 & 17 May 2026 OR 6 & 7 June 2026. Learn more [HERE.](https://pranichealing.us5.list-manage.com/track/click?u=2455ea2a7fb5ac4f422df34d9&id=496598ed1a&e=911bd08448)] **Date:** 2 July 2026 (Thu) **Time:** 9am \~ 6pm **Venue:** Centre for Inner Studies - 6A Shenton Way, OUE Downtown Gallery, #02-09/10, Singapore 068815. **Course Fees:** [New] \*$498; [Review] $288 **[Registration Link](https://pci.jotform.com/form/261174124847458)** *MCKS Om Mani Padme Hum course book can be purchased separately at $60.* * *Provision of vegetarian lunch for all participants on the day.* *Padme means 'Lotus flower'...When the crown chakra is sufficiently activated, its 12 inner golden petals 'open' and turn upward like a golden lotus flower to receive spiritual energy..."* *\- Master Choa Kok Sui* The **Om Mani Padme Hum® course** by Grandmaster Choa Kok Sui is a **one-day advanced spiritual workshop** that focuses on the deeper, esoteric practice of one of the world’s most sacred mantras. This course reveals the **inner teachings and hidden mechanics** of the mantra *Om Mani Padme Hum*—traditionally known as the Mantra of Compassion and Mercy associated with the Buddha of Compassion, also known as Buddha Guan Yin or Buddha Avalokiteshvara. Rather than just chanting, participants learn how to use the mantra as a precise spiritual technology for transformation, healing, and higher consciousness. *Get to learn...* * The Inner Meaning: Understand the inner meaning of the mantra, Om Mani Padme Hum and learn about its wish-fulfilling properties * The Blue Pearl: Reveals the location of the blue pearl or the "seed of consciousness" * The True Meaning of Padmasambhava and being "Born on a Lotus Flower." * The Significance of Character Building * What is Buddha Nature? * Chanting for Purification of the chakras and the emotional, mental, and energy bodies * Using the mantra to invoke Buddha Guan Yin, for healing, and to radiate peace into a place or situation * Using Om Mani Padme Hum as an instrument of World Peace... and much, much more! This course is highly recommended for anyone seeking to experience genuine peace and love, or who wishes to serve humanity by becoming a channel of compassion. **👉🏻 [Register with us Today!](https://pci.jotform.com/form/261174124847458)**

**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.

Welcome to the TKG Manga Drawing Foundation Course! This is for young to not-so-young aspiring artists across a number of ages who wants to try manga drawing in a structured and guided face to face environment. We have 4 categories: A.9-11 years. They say the best manga talents start doodling at 4-7 years. This is the next best thing. Art in school is boring. You want to be better than your art teacher. This is it. B. 12-18 years. Some of the best years for learning manga drawing early. Be mindful that this is not your usual school CCA. It is lit. C. 19-28 years. You have decided to learn drawing at a more serious level. You like manga. You want to meet people of similar interest and who are equally serious about it. This is gonna be awesome. D. 29-45 years. You have sort of put this off for some time and you decided that this is time to revisit this hobby again for whatever reason. You want to be professional while you still can because some damn 9 year old is starting on the dream you want and you are just salty. It could also be the last opportunity you can live your mangaka dream and you want to take the plunge. YOLO. Classes are usually conducted on Saturdays or Sundays in 2 hours blocks from 2 pm onwards. Do let us know your schedule and we see if it works out. Go ahead and meet us for a chat. There are no obligations. The starting cost is $280 per month for an equivalent of 8 hours or 4 sessions. We know it is not cheap. It should not be. Welcome to Singapore. You can check out what we do at www.tkgcc.com. We are also involved in tabletop games and a variety of pop culture related muses. We are a living example of what manga drawing can lead to. As a general overview, the TKG Comic Circle uses 3 tiers of advancement at the Bronze, Silver and Gold levels. For a slightly more detailed breakdown of the content covered: http://www.tkgcc.com/html/TATA%27S%20STUDIO/PROGRAMME%20GROUP/courseschedule.htm For those interested in the portfolio of our associates and charges: http://www.tkgcc.com/html/TATA%27S%20STUDIO/Tata%27s%20Studio.htm Feel free to write us an email at admin@tkgcc.com but nothing beats meeting us in person for a chat over a lazy 2- 6 pm-ish afternoon tea session. *** We are living in the era of Phase 2 - Covid 19. We need precautions and classes are conducted with the following measures. *** Important Rules: 1. All participants are to wear face masks at all times unless you are consuming food and drink. Do note that you should not be using this excuse to keep your mask off longer than required. 2. All admissions into our premises will be via SafeEntry. All participants will need to bring their own mobile devices to scan the QR codes located at the entrance when entering and leaving. 3. Only a maximum of 8 participants are allowed in a course group, inclusive of your instructor. *** If you have a portfolio, feel free to make a trip down for a chat. If you don't have one but will like to start somewhere, go ahead and come down as well.

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** Fridays 1030AM - 12PM ### **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.

**For ages 14 and above.** Latin Technique class. Solo dance. ### **Address** 80 Chay Yan St, Block 80, Singapore 160080 ### **Schedule** Fridays 9PM - 10PM ### **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.

Highlights and Hidden Gems in SQL Server 2025 With so much emphasis on cloud data platforms and AI these days, SQL people can feel left behind by all the marketing hype. SQL Server 2025 was officially released in November of 2025, though, and contains a ton of improvements that will make our SQL Server deployments a bit faster, better, and more secure. There are even more improvements tucked into the release that never made a marketing blog or press release that you'll likely be learning about for the first time in this session! Join this session to learn about what makes your high availability a little more available, your performance a bit more performant, and your database more developer and app-friendly. Come spend an hour with SQL people talking SQL Server 2025 – the good, the "not quite ready for prime time", and the hidden awesomeness.

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. 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)

We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!

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.

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow

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.