Data Management

Hi Architects, Welcome to our next AWS Melbourne Well-Architected User Group Meetup for 2026, including more exceptional speakers and topics! :-D At each meetup we covered off various pillars in detail, best-practices and insights from industry leaders that specialise in the Well-Architected Framework. And giving away drones, of course. Lots of drones. **Please also note that AWS Security now requests a company name and company email where it is available. If you are a student, please list your institution and your student email address at that institution 👍** We’ll be updating throughout the month with more speakers and our speakers so far this month include: * **Mike Taylor, Solution Architect, TiDB** **Will your data infra keep up, if your product goes viral? Well-Architected lessons from Kimi and Manus** As AI transitions from static prompts to autonomous, action-oriented agents, traditional data architectures often break down under the pressure of unpredictable scaling and relentless write workloads. We will explore the infrastructure of two massive-scale AI platforms, Kimi and Manus, through the lens of the well-architected framework. * **SkillzLab Well-Architected Build Session** **Well-Architecting App Build-off** In this build session, we will have a live build-off with Students competing with AWS Builders and a drone for the most upvoted well-architected app on the night. This month's menu will include: * Pizzas * Beer: Nastro Azzurro * Wine: Big and red 🤤 NB: Please check in up the stairs from the ground floor to the Mezzanine Level. So come join us at 5:30 for a 6pm **SHARP** start, followed by beer, wine, pizza and friendly networking after our talks :-) Tired of Linkedin’s "thought leadership”, spam and advertising? Join https://well-architected.me/ , the AWS community built for architects, developers and cloud professionals. * Connect with experienced AWS practitioners * Preview upcoming AWS Meetups and relive past content * Create and review beautiful AWS case studies in minutes * Prepare for AWS certifications with curated quizzes * Show your manager and reports you’re well-architected (Please note that by registering to attend you agree to your details being shared as and where required with Amazon Web Services and AWS Well-Architected User Group partners)

### **The Experience** 🚀 Welcome to your new midweek ritual! **Bachata ConeXión Wednesdays** is all about connecting with purpose in a stunning, high-energy environment. Meet us at **The Third Day**—a massive, industrial-chic warehouse space in North Melbourne—for the best Bachata vibes in the city. Whether you're here for the fitness, the music, or the amazing community, your spot on the floor is waiting. *** ### **📍 Location & Time** * **Venue:** The Third Day – 290 Macaulay Rd, North Melbourne VIC 3051 * **When:** Every Wednesday Night * **The Space:** Huge dance floor, bar, and an inclusive, welcoming atmosphere. *** ### **🗓️ The Schedule** Our night is designed to take you from your very first steps to the social dance floor: * **6:30 PM – Bachata Fundamentals:** Perfect for absolute beginners. * **7:00 PM – Bachata Improvers:** Level up your basics. * **8:00 PM – Bachata Intermediate:** Master your patterns and flow. * **9:00 PM - Late – Social Dancing:** Practice what you learned and party! **(Social is INCLUDED with any class ticket)** *** ### **🎵 The Music Mix** Our DJs keep the floor burning with the perfect midweek blend: * **70% Bachata** (Sensual, Moderna, & Authentic) * **30% Salsa** (Linear & Cuban) * **+ A touch of Kizomba** to keep the flow smooth. ### **✨ First Timers: Start for FREE** New to our community? We want to welcome you! * **Your first 6:30 PM Fundamentals class is 100% FREE.** * No partner needed (we rotate throughout the class). * No experience required—we'll teach you everything from step one. *** ### **🎟️ Pricing & Tickets** **All tickets are available at the door!** No need to pre-book, just show up ready to move. * **6:30 PM Class:** $11 * **Single Class (7:00 PM or 8:00 PM):** $21 * **Double Class Pass:** $31 * **Social Only (from 9:00 PM):** $16 ($11 after 10:30 PM) *INSANE Card holders enjoy exclusive class & social deals!* *** ### **📲 Stay Connected** Follow us on Instagram to see our daily stories and get a sneak peek at the vibe before you arrive: 👉 **Instagram:** [@bachataconexion](https://www.instagram.com/bachataconexion) **Ready to dance? RSVP now and join the family!**

Never been to one of our meet-ups before? Been a member for a while or just joined? Either way this is the social for you! Once a month we hold a special meet-up to welcome in new members. Regulars are encouraged to attend and help new members have a fun night out! Our monthly “newbie” social is an opportunity to learn about our groups, events held and resources to help members. More importantly it is an opportunity to meet others going through separation & divorce in a safe and friendly environment. We can all learn from each other, but the primary aim of the socials is to enjoy ourselves! Our socials are hosted by members of the Divorce Support & Social Group and the Melbourne Divorce Support Group. We pay for own food and drinks individually. On Wednesday nights the Royal Melbourne has $20 pizza and pasta specials. Great food and great company. We hope to see you!

### Your First Bachata Class on Wednesdays is FREE! 💃✨ Welcome to your new midweek rhythm at **The Third Day:** 290 Macaulay Rd, North Melbourne Whether you’re a complete beginner or a seasoned dancer looking for a friendly community, this is your new Wednesday home. ✨ **THE "ZERO-RISK" FIRST STEP** Not sure if Bachata is for you? Come and see for yourself with **no commitment**! * Your first **6:30 PM Fundamentals class is 100% FREE**. * No partner needed and no experience required. * Just show up, meet the crew, and have fun. ⭐ **THE RISING STAR MEMBERSHIP SPECIAL** If you love your first class and want to stick with dancing midweek, we have an exclusive offer for our community: * **The Deal:** Grab our Rising STAR Membership Card for just $50. * **What’s Included:** Covers your next 7 classes! * **Total Value:** Just $7.14 per class — officially the best value dance deal in Melbourne! * 📅 **WEDNESDAY SCHEDULE** * 6:30 PM: Bachata Fundamentals (Beginners) — FREE for first-timers! * 7:00 PM: Bachata Improvers * 8:00 PM: Bachata Intermediate * 9:00 PM – Late: Social dancing & community vibes 📍 **WHERE WE ARE** **The Third Day:** 290 Macaulay Rd, North Melbourne Look for our check-in table at the entrance. We’re the friendly group having a great time! Why join us? We aren’t just a dance school; we’re a **community**. Since 2018, we’ve focused on **connection, laughter, and making everyone—especially solo beginners—feel welcome** from the moment they walk in. Come as you are, bring a smile, and let’s make every Wednesday your night of dance! 🥂

We all recognize that if things were better organized, people would be better off. We have all had experiences with a business or government, school or a group that was not well organized and we experience the confusion, delays and upsets of trying to deal with disorganization. On a personal level, trying to get something started - a plan, some new bright idea you had, perhaps starting a new business - without organization can be a nightmare. Organization is a key and often missing factor in personal success. It is also essential for a flourishing family, group, organization or business. Attaining one's goals, no matter how large or small, requires a knowledge and application of organization.

RSVP on gdg.community.dev -> https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-june-coding-night-1 Let's get together and share what we are working on! This is a combined GDG Melbourne/Flutter Melbourne/CocoaHeads coding night. Members of all three groups will be attending. So only select to ATTEND on one of these groups event pages (not all of them) ! Coding Night is all about everyone learning, collaborating, sharing tips, tricks and very few (if any) presentations. Bring your laptop and a project you are working on or need help with, you can even bring your resume to get advice! Everyone is welcome to our all-ages alcohol-free event. Hosted in a professional environment to allow you to work on your project. Get help from industry experts who are on hand to help you out. Make sure you have your IDE (e.g. Android Studio) of choice already downloaded and installed and something you want to learn or work on. Doors open at 5:45 PM at our host the Mantel Group, Level 2/452 Flinders St Melbourne. Message via Meetup or Slack if you are arriving after 6:00 as the lifts won't let you up. The event will wrap up at 8:30. This is an in-person only event. If you have any accessibility requirements please reach out via the Meetup or Slack to the organiser group to discuss and we will do our best to help you out. Agenda *** Host Zach Jensz Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-june-coding-night-1/.

Artificial intelligence and data centres are reshaping how we live, work, and use energy. Right now, the Federal Government is asking for input to influence how this important technology shapes our future. This is a real opportunity for community voices to reach the people making decisions about our collective future. The problem is that formal consultation processes can feel inaccessible; full of technical jargon, unclear on process, and easy to scroll past. That's exactly why we're running this community assembly. Rather than feeling overwhelmed or just venting into the void, come and do something about it. This is a free, volunteer-run, in-person session designed to give you: * Context — a plain-English overview of the inquiry and what's at stake for our communities, environment, and economy * Space — a safe, welcoming environment for open discussion, whatever your background or level of expertise * Support — practical guidance to help you formulate and submit your own perspective directly to the inquiry.
No technical expertise required. Just curiosity and a willingness to have your say. We believe that diverse perspectives lead to richer outcomes, and on something as consequential as AI and data centres, we need as many of them as possible! Come and help shape a future we can all look forward to. Register here for a free ticket: https://events.humanitix.com/community-assembly-ai-and-data-centres

**Details** Join us for networking, drinks and a good time catching up with fellow Power BI and Microsoft Fabric enthusiasts **Agenda:** 5:30PM - 6:00PM Welcome and Networking 6:00PM - 7:00PM Speaker Session **Topic:** An Evening with the Microsoft Fabric CAT Team **THE SPEAKER -** Phil Seamark - Phil Seamark works on the Microsoft Fabric CAT team and is an accomplished database and business intelligence (BI) professional. Phil has an in-depth knowledge of the Microsoft BI stack along with extensive knowledge of data warehouse (DW) methodologies and enterprise data modelling. Phil has expert knowledge in all facets of BI/DW including planning architecture, project management, dimensional modelling, performance tuning, ETL design, development and optimisation, report and dashboard design as well as installation and administration. Phil has written several books DAX and Data modelling and has also blogged extensively at dax.tips **THE SESSION** The Microsoft Fabric CAT (Customer Advisory Team) is touring ANZ and dropping in for an evening with us. Expect demos, war stories, and straight talk about what's working (and what isn't) at the biggest Fabric customers in the world. We'll range across the stack, covering OneLake, semantic models, Spark, real-time intelligence, performance, and whatever has just shipped. Plenty of time for Q&A, plus a few hot takes from the product group. Bring your hard questions. **Sponsors:** **Vivanti** A big thank you goes out to our sponsor, Vivanti, for their support of this Meetup; providing the venue as well as drinks for attendees. **GET AI** A big thanks to GET AI for sponsoring the food. GET AI is a Microsoft speciliased consulting company focussed on building AI solutions in the Microsoft Ecosystem https://www.getai.com.au

**Nirvana Shatakam – Shankara's Six Verses on Freedom** Most spiritual paths tell you to become something. This teaching does the opposite. Through six ancient verses by Adi Shankara, you discover who you are by removing what you're NOT – the body, mind, and roles you play. What remains is your limitless nature that was always here. Over seven months, we'll unpack these verses line by line, transforming how you see yourself and your life. **What You'll Learn** * How you mistake yourself for body, mind, emotions, and roles * Why self-knowledge differs from self-improvement * Why you've never actually been bound – and what keeps that recognition hidden * What it means to recognise yourself as the sought, not the seeker **About the Teacher** Andre Vas teaches Vedanta full-time under the Swami Dayananda (Arsha Vidya) lineage. As a former business owner, he relates deeply to householders juggling work, family, and inner growth. Known for making knowledge stick through lived experience, not just concepts. **Who This Is For** No prior background needed. For anyone noticing that acquiring more, achieving more, or becoming better doesn't stick. For those with burning curiosity and a hunger to know, understand, and live this wisdom. **I'll set up group discussions also to help us make new friends.** **When & Where** 📅 2:00-4:00pm Melbourne time 📍 3 Anjaya Court, Blackburn, Melbourne **More info: [YesVedanta.com/nirvana](https://YesVedanta.com/nirvana)**

EVERY FRIDAY! FREE dance classes & social dancing and Reggaeton every week with Obsesión Latina - Salsa & Bachata & OYE Latino at The Albion Rooftop - South Melbourne! Main room: 6:45pm Doors open. Come in for a drink! 7:00pm 2 levels of Salsa classes 8:00pm 2 levels of Bachata classes 9:00pm Non-stop Bachata & Salsa 11:00pm Reggaeton all night! Rooftop: 11:00pm After the Bachata & Salsa in the main room, we can head upstairs to the rooftop for some more Bachata & Salsa until late. FREE entry all night every Friday! Book your class spots to helps us manage the class ratios and also because we may need to start capping numbers as we sometimes have over 140 students! First-timers welcome! No need to bring a partner, but the more the merrier! Dress as you would usually going to a bar or club. Guys smart casual, no trackies! It's a free event. Please support the venue by buying a drink! You can support us by following our Instagram, Facebook, TikTok, or Eventbrite **Obsesión Latina - Salsa & Bachata** https://www.eventbrite.com.au/e/free-salsa-bachata-classes-social-every-friday-in-south-melbourne-tickets-1978557074471?aff=oddtdtcreator

*Are you a business owner or IT professional in Melbourne wondering if your organisation is actually secure?* *In this free 90-minute session, Deep a working security operations professional — walks you through how real attacks happen against small and medium businesses, what attackers look for, and the practical steps you can take without an enterprise budget.* *What we'll cover:* *— How phishing and identity attacks actually work* *— Why Microsoft 365 misconfigurations are the #1 entry point for SMBs* *— What endpoint protection actually does (and doesn't do)* *— How to prioritise your first 3 security improvements* *This is a no-jargon, hands-on session. Bring your questions.*

## ✨ KISMETRIX \| The Valhalla Experience [Ticketed Event](https://www.eventbrite.com.au/e/june-20-kismetrix-elegant-singles-night-valhalla-bar-melbourne-cbd-tickets-1989538049864) ### Elegant Singles Night — Back by Popular Demand 📍 **Valhalla Bar (Basement, Olderfleet Building)** 477 Collins Street, Melbourne VIC 📅 **Saturday, 20 June 2026** 🕖 **7:00 PM – 10:00 PM (Hosted)** 🥂 **Welcome Drink Included on Arrival** ### AN ELEGANT NIGHT FOR PEOPLE WHO STILL BELIEVE IN REAL CONNECTION Some nights feel different the moment you walk in. The lighting. The energy. The conversations that don’t feel forced. After an incredible response and a sold-out March event, KISMETRIX returns to Valhalla — one of Melbourne’s most beautifully hidden underground cocktail bars — for another refined evening designed for genuine connection. No interviews across tiny tables. No chaotic nightclub energy. No pressure to perform. Just attractive, grounded people meeting naturally in a space designed for conversation, chemistry, and presence. This is for those who miss the feeling of meeting someone properly. ### WHY PEOPLE LOVED VALHALLA Hidden beneath Melbourne’s iconic Olderfleet Building, Valhalla offers a completely different atmosphere to most singles events. Warm lighting. Scandinavian-inspired interiors. Beautiful cocktails. A room that encourages conversation instead of competing with it. It feels intimate without being awkward. Elegant without being pretentious. Social without feeling exhausting. And that’s exactly why people asked us to bring it back. ### WHAT TO EXPECT 🥂 A complimentary welcome drink on arrival ✨ A carefully hosted evening with warm introductions 🖤 A sophisticated crowd focused on genuine connection 🎶 Ambient atmosphere where you can actually hear each other speak 🍸 Additional cocktails, wine and bar snacks available throughout the night 🤝 Natural mingling — no forced speed dating rotations Our hosts will be there throughout the evening to help create a relaxed, welcoming flow and help ease introductions where appropriate. ### WHO THIS EVENT IS FOR KISMETRIX events are designed for people who value: • Real-life connection over endless swiping • Emotional maturity and good conversation • Intentional social experiences • Quality energy and respectful interaction • Meeting people in a more natural environment You do not need to be extroverted to enjoy this night. Many guests come solo. ### AGE GROUPS To help create a balanced social atmosphere, tickets are released across two overlapping age groups: • **30–48** • **38–60** Guests receive colour-coded name tags on arrival to help facilitate smoother introductions throughout the evening. (Please note: age ranges are guidelines only. We prioritise overall crowd balance and energy.) ### [YOUR TICKET INCLUDES](https://www.eventbrite.com.au/e/june-20-kismetrix-elegant-singles-night-valhalla-bar-melbourne-cbd-tickets-1989538049864) Get your ticket [here ](https://www.eventbrite.com.au/e/june-20-kismetrix-elegant-singles-night-valhalla-bar-melbourne-cbd-tickets-1989538049864) ✔ Entry to KISMETRIX \| Elegant Singles Night at Valhalla ✔ Complimentary welcome drink on arrival ✔ Hosted experience throughout the evening ✔ Access to one of Melbourne’s most unique hidden venues ✔ A thoughtfully curated social atmosphere designed for connection ### A NOTE ABOUT KISMETRIX KISMETRIX is not built around pressure, games, or superficial interaction. We create experiences for people seeking something more meaningful — whether that becomes friendship, romance, community, or simply a memorable night surrounded by good people. Our events are intentionally designed to feel welcoming, safe, and human. Because genuine connection still matters. ### SAFE SPACE & RESPECT POLICY KISMETRIX is committed to creating emotionally safe, respectful environments for everyone attending. By attending, guests agree to: • Treat others with kindness and respect • Honour personal boundaries • Engage authentically and respectfully • Contribute to a positive atmosphere free from harassment or inappropriate behaviour Our hosts are available throughout the evening should any guest require support. KISMETRIX reserves the right to refuse entry or remove attendees to protect the safety and comfort of our community. Full Code of Conduct: [www.kismetrix.com.au/code-of-conduct](http://www.kismetrix.com.au/code-of-conduct "http://www.kismetrix.com.au/code-of-conduct") ### LAST EVENT SOLD OUT If this event speaks to you, don’t wait too long. Some of the best moments in life begin with simply deciding to show up. 🎟 Secure your ticket now. \-\-\- Hosted by KISMETRIX \| True Connection 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** [📧 ](http://www.kismetrix.com.au "http://www.kismetrix.com.au")**[social@kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 Follow us on **[Instagram](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/"), [Facebook](https://www.facebook.com/profile.php?id=61559826808523 "https://www.facebook.com/profile.php?id=61559826808523") & [Eventbrite](https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353 "https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353")** 📄 **Important Notice:**By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s[ Terms & Conditions](https://www.kismetrix.com.au/terms-and-conditions-2/ "https://www.kismetrix.com.au/terms-and-conditions-2/"),[ Privacy Policy](https://www.kismetrix.com.au/privacy-policy/ "https://www.kismetrix.com.au/privacy-policy/"),[ Disclaimer](https://www.kismetrix.com.au/disclaimer/ "https://www.kismetrix.com.au/disclaimer/") and [Code of Conduct](https://www.kismetrix.com.au/code-of-conduct/ "https://www.kismetrix.com.au/code-of-conduct/").Some events may be non-refundable as stated in their individual descriptions.🤝 Collaborations: **collabs@kismetrix.com.au**

Get ready for a Picnic, this is our social and member appreciation event for the year! Feel free to bring family, but be sure to reach out with the number of attendees, so we can provide food for everyone. There will of course be food, music, games and fun! Event is held rain or shine, we have a covered shelter house reserved for the event. Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-annual-columbus-ace-summer-picnic/.

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

⚡️ Online Speed Dating & Matching Event! ⚡️ Tired of endless swiping? Skip the small talk and connect with singles face-to-face from the comfort of your home! 📍 Where: Online via Zoom ⚠️ IMPORTANT: RSVPing on this page DOES NOT secure your spot! To keep the gender ratio balanced and match you with the right people, you must register and complete our 3-minute personality quiz using the link below. [👉 CLICK HERE TO REGISTER & TAKE THE MATCHING QUIZ👈](http://www.tempodating.com/product?productId=574&productType=onlineSpeedDating) (Only registration through this link guarantees your Zoom invite. Spots are limited!)

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) 15 for One Class 20 for Both Free Parking & Plenty of Dance Space. Viva Dance Columbus 2809 Festival Lane Dublin OH 43017

**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 Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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

BMS-CONNECTED Westerville Mastermind & AmSpirit Towne Centre FIFA World Cup Social from 2pm to 7pm at Jimmy V's in Westerville. Please feel free to stop by for a drink, some food, networking and the US vs Australia FIFA World Cup Group D match. FREE to attend, drinks and food available for purchase. Bring business cards and a friend. 1 S State Street in Westerville.