Scaling Scrum

* **Topic:** Real‑time & Batch on Microsoft Fabric * **Date:** Thursday 28th May 2026 at 6.00 pm - 8.00 pm * **Networking:** 6 pm - 6.30 pm and 7.20 - 8 pm * **Presentation Time**: 6.30 pm - 7.20 pm *(includes welcome, presentation 30 mins & community marketplace)* * **Location:** Thoughtworks HQ Level 35/360 Collins St, Melbourne VIC 3000 * **Ticket:** Free of cost, however, registrations and RSVP are required! * **Sponsor:** Thoughtworks **Real‑time & Batch on Fabric** This session presents the end state of a mixed real‑time and batch analytics platform on **Microsoft Fabric**. Live event streams are handled using KQL/Eventhouse, enabling low‑latency dashboards and operational insights with minimal processing overhead. In parallel, near real‑time and batch data is processed using governed, lightweight Fabric patterns designed for efficiency and scale. The outcome is a single, capacity‑aware Fabric platform where real‑time and analytical workloads coexist cleanly, with Power BI as the unified consumption layer. **About The Speaker** Arjun Shankar has over a decade of experience turning data challenges into scalable, cloud-first platforms that drive real business decisions. He has worked across banking, finance, transport, insurance, and energy, specialising in the Azure stack: Synapse, Data Factory, Databricks, PySpark, and Fabric. From reducing platform costs, to accelerating delivery, and putting self-service analytics in the hands of the people who need it. Outside work, he's usually out on a trail, training for his next marathon, or keeping up with two young boys. We’re excited to bring the Data Engineering Melbourne Meetup group together for an evening with Arjun and his insights!

**Social Pickleball - All Levels Welcome!** \*\* [Instagram: @rmit_pickleball](https://www.instagram.com/rmit_pickleball/) [WhatsApp: RMIT Pickleball Club](https://chat.whatsapp.com/G7VE0NcThWWIgLnnJBVQBq)\*\* \*\* Paddles and balls provided! Beginner friendly - simply show up and we’ll teach you the basics \*\* Grab a paddle, play pickleball, and meet new people! \*\* Who is it for?\*\* * Members of public and RMIT students * Complete beginners * Intermediate players * Advanced players (up to DUPR 4.5 expected) **✅ How to join?** 1. **Become a club member** [at the RMIT Store](https://store.rmit.edu.au/pages/club/pickleball) (one-off payment) 2. **RSVP** on Meetup to join the session 3. When marked as **“Going”**, pay for the session: **\- Payment link** is in the **comment section below** (posted 1-3 days before) \- Use your RMIT Store account with a club membership \(from step 1\) 4. Can’t attend? Update your RSVP to “Not Going” **⏳ Priority on waitlist** 1. Clear Meetup profile with name and photo 2. RMIT students 3. Regular attendees \*\* On the day\*\* * New players, please **introduce yourself to the host** * New players wanting a **rules intro**, please arrive on-time and ask a host * Have your **emailed ticket receipt ready** \- it will be checked on the day \*\* Cancellations and Refunds\*\* * No refunds for change of mind, non-attendance, or no-shows * Refunds only if the event is cancelled (weather or court availability) * Credit for a later session may be offered by agreement in case of event cancellation * Pay only when we share the payment link in Meetup - using old links is at your own risk Whether you are new to pickleball or a regular player, this is a great way to get some games in and connect with the community. Come solo or bring a friend - everyone is welcome! \*\* Spots are limited, so RSVP early! \*\*

## Details **Ruby Meetup Melbourne will be run as a hybrid meetup.** **1\. What** Join us for an evening of talks on Ruby and related topics, plus socialising, food and drinks. You can find out about the **[Talks for the night here](https://github.com/rubyaustralia/melbourne-ruby/milestones?direction=asc&sort=due_date&state=open)** Alternatively, their will be announced on Slack, Twitter, Github & Meetup closer to the date **2\. Where 📍** \- In Person: meet us at the Ferocia in Melbourne CBD from 5:30PM \- Online: Click [Jump in Zoom Meet Call](https://us02web.zoom.us/j/84834916944?pwd=SWlQOGJsbEZwNkNwVVk4Q25WaVNRZz09) from 6.30pm onwards **3\. Sponsors 🎉** This is a Ruby Australia supported meetup, with event sponsorship provided by our Major Sponsors: * [Ruby Australia](https://ruby.org.au/) * [Assembly Four](https://assemblyfour.com/) * [Gleam.io](https://gleam.io/) for our Drink sponsors for Melbourne Ruby Meetup * [Ferocia](https://ferocia.com.au/) for being our venue partner. **4\. Anything else ?** To suggest or vote on a talk, please look in[ Github repo](https://github.com/rubyaustralia/melbourne-ruby) **Come in from 5:30pm-6PM** for some early chatter, we'll kick the proceedings off properly around 6:15, hear from our presenters, and then socialise further after the talks. See you there 😄

Every Thursday at 3:00pm there are 5 places to play Call of Cthulhu. Sometimes it is the classic 1920's, sometimes modern and sometimes regency. What is guaranteed is mystery and horror galore! Follow EGAD's discord to find out what's the story for the session. What is Call of Cthulhu, I hear you ask? It is often a mystery and always horror game where you are a human fighting against horrors beyond your comprehension. Using your wits, your luck and skills you maybe able to survive. There are always pregenerated characters for you to use. Dice are provided as well. However, if you are familiar with the game, feel free to bring a few to try. This is intended for folks to be able to continue their characters from week to week if that is what you would like. These sessions are beginner friendly but alas, the storyline punches won't be held. Sessions are $25 and run for 3 hours with a break in-between. Drinks are onsite but feel free to byo drinks and food.

**Your workshop:** Product managers are often working from incomplete information - a customer or leader asks for a change, but the real need underneath it isn't always clear. And even when ideas are strong and teams invest real effort, there's no guarantee that what gets shipped will actually change behaviour or become part of everyday practice. This workshop is an opportunity to slow down for an hour and explore how behavioural and implementation science can help design the human side of your work. From understanding what people are really trying to do, through to validating ideas, bringing your team along, and measuring impact that goes beyond the pilot phase. We'll work through some practical frameworks and implementation science strategies for influencing change. You'll also have time to apply these to something from your own work and share with the group. Come ready to think, discuss, and leave with something you can actually use. Doors: 6pm Start: 630pm **Our workshop lead:** [Dr. Alex Waddell](https://www.linkedin.com/in/alexandrawaddell/) is a behavioural and implementation scientist and the founder of CoFormed, a consultancy that partners with expert teams to turn excellent ideas into real-world impact. Alex brings expertise across behavioural science, implementation science, and service design to help teams design the human side of change by understanding what drives behaviour, what gets in the way, and what makes something part of everyday practice. **Our Host:** Zendesk https://www.zendesk.com

We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches. These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun! Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up: https://www.playyourcourt.com/tennis-community/melbourne-vic/meetup/ If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works. Happy hitting! - Scott

With our next EUXMELB meetup on the 28th of May, I'm excited to announce that **Natalie Ellis, Partner and COO at The Product Bus, will be presenting 'Your skills *are* the product'.** According to Harvard Business School 95% of new products launched every year *fail.* Natalie is here to argue that the reason for these failures isn't a lack of talent or tools, but because no one stops to ask whether the market actually wants or needs these things before shipping them. Online rhetoric discusses how AI is transforming the design, product and engineering worlds, but from her perspective, Natalie believes AI is actively multiplying the rate of failure because it's now possible to build something no-one asked for in an hour from your Mac mini. Natalie is here to tell us why evidence-based, commercially focused product thinking is more critical than ever for countering the wasted time and resources spent shipping products no one asked for. She will explain why the skills designers and researchers already possess are the real commercial asset and how people in these roles can start treating them as such. Natalie has spent her career turning consumer insights into product and commercial decisions across startups, enterprise, government digital services and institutional programs. Following a decade rising through a global market research agency, she jumped ship to an early-stage market research startup before spending several years as a product strategist designing and delivering national digital health services. As Partner & COO at The Product Bus she is passionate about helping founders, teams and businesses make real progress through evidence based decisions and passionate about helping them stress-test ideas before they commit to building. She escaped the city for rural life in the Alpine Shire several years ago where she has become an accidental pumpkin farmer and enjoys crocheting while watching crime drama. Event will start at 5:30pm with Pizza, Drinks and networking with the talk starting at 6pm. We are at Stone and Chalk in the space just past where you sign in. This event is sponsored by [askable](https://www.askable.com/) ([https://www.askable.com/](https://www.askable.com/)) and Experience Design "UX" Agency [blueegg](http://www.blueegg.com.au/) ([http://www.blueegg.com.au/](http://www.blueegg.com.au/))

Come along for a relaxed local catch-up at the Mitcham Hotel Sports Bar. Meet new people, have a chat, and enjoy a drink or coffee. New people always welcome. I’ll have a bike helmet on the table so people can find the group. Please RSVP if attending so we know who to expect.

Soft Bodies is a delicious celebration of curves. Showcasing a plethora of upcoming and legendary plus size burlesque, drag and cabaret performers. Get ready to be tantalized, teased and serenaded by these scintillating Rubenesque beauties. [LINK TO TICKETS HERE](https://www.trybooking.com/events/landing/1552207) The May Soft Bodies is Ethereal themed. Prepare to be transported to a mystical plane, graced with the beauty of soft flesh and delicate dimpled skin. A neoclassical dreamland. We will have themed décor and an angelic photobooth available to capture the wonders of your night. We are also introducing our VIP seats for the Ethereal Soft Bodies! These get you a reserved front row seat, treats for your table and other exciting goodies! The Cast: Betsy Mae Melissa Intent April Le Feu Sallie Cinnamon Honey B Mine Polly Esther Pantomime Shallyxia Bitz Mahdiya Moonshine Doors open at 7pm for a 7:30pm show start. Please note Pride of our Footscray is only accessible via two flights of stairs. We apologise for our reduced accessibility.

This smaller half-pitch match is strictly for **35 years and older** players only, as well as **not for football beginners**. You must register to play. Please arrive on time to lend a hand in setting up the goals. A Roll Call for registered players is conducted. If you arrive late, you will need to join one of the other remaining open-age matches and relinguish your spot for someone who is on the waiting list and has come on-time. Please have the courtesy to de-register if you are unable to attend at all. Please wear a black or white top, or bring both so teams can be easily divided evenly. We recommend shin guards as the game is competitive and a contact sport. It is up to you to manage your own risk of injury, as this is social and free. However, we do NOT condone sliding tackles and over-aggressiveness. Please place your possessions in a safe place while the game is running. Your possessions are your own responsibility. Post-match, please help with packing up the goals, bibs and cones. 2-3 people per goal makes very light work and only takes 3 minutes. Instructions to set up the Air Inflatable 3m/5m wide x 2m high goals: https://youtu.be/rA-_-ViyP1g Instructions to set up the Metallic Everfit 3.6m wide x 1.8m high goals: https://youtu.be/_6HWZdlMAB0

This smaller half-pitch match is strictly for **35 years and older** players only, as well as **not for beginners**. You must register to play. Please arrive on time to lend a hand in setting up the goals. A Roll Call for registered players is conducted. If you arrive late, you will need to join one of the other remaining open-age matches and relinguish your spot for someone who is on the waiting list and has come on-time. Please have the courtesy to de-register if you are unable to attend at all. Please wear a black or white top, or bring both so teams can be easily divided evenly. We recommend shin guards as the game is competitive and a contact sport. It is up to you to manage your own risk of injury, as this is social and free. However, we do NOT condone sliding tackles and over-aggressiveness. Please place your possessions in a safe place while the game is running. Your possessions are your own responsibility. Post-match, please help with packing up the goals, bibs and cones. 2-3 people per goal makes very light work and only takes 3 minutes. Instructions to set up the Air Inflatable 3m/5m wide x 2m high goals: https://youtu.be/rA-_-ViyP1g Instructions to set up the Metallic Everfit 3.6m wide x 1.8m high goals: https://youtu.be/_6HWZdlMAB0

This smaller half-pitch match is strictly for **35 years and older** players only, as well as **not for beginners**. You must register to play. Please arrive on time to lend a hand in setting up the goals. A Roll Call for registered players is conducted. If you arrive late, you will need to join one of the other remaining open-age matches and relinguish your spot for someone who is on the waiting list and has come on-time. Please have the courtesy to de-register if you are unable to attend at all. Please wear a black or white top, or bring both so teams can be easily divided evenly. We recommend shin guards as the game is competitive and a contact sport. It is up to you to manage your own risk of injury, as this is social and free. However, we do NOT condone sliding tackles and over-aggressiveness. Please place your possessions in a safe place while the game is running. Your possessions are your own responsibility. Post-match, please help with packing up the goals, bibs and cones. 2-3 people per goal makes very light work and only takes 3 minutes. Instructions to set up the Air Inflatable 3m/5m wide x 2m high goals: https://youtu.be/rA-_-ViyP1g Instructions to set up the Metallic Everfit 3.6m wide x 1.8m high goals: https://youtu.be/_6HWZdlMAB0

Would you like to enhance your creativity, confidence and increase your awareness? We’d love you to join us to Thoughtstorm® the topic International Day of Living Together in Peace in the warm, friendly environment of the Yarraville Community Centre. How Thoughtstorm came about Thoughtstorm is a technique developed from a seed of speculation: are there more effective (rational, cooperative, compassionate) ways of thinking? Methods whose long-term consequences will not lead to oblivion. This is the genesis of Thoughtstorm. What is it? For anyone with an interest in leadership, deeper conversations or creative problem solving, something much more than a group discussion occurs. What is experienced in Thoughtstorm is a forgotten sensory ability - mind-linking. An evolution in human thinking and learning. The direction moves from a narrow range of possibility into discovering corecepts, when individual minds merge into a much more powerful collective awareness and experience a deeper, more compassionate comprehension of reality. Corecepts trigger intuitive recognition and agreement by the group, a ‘Why, of course!’ reaction. New insights guaranteed! Because this process taps into abilities already present in the human mind and into aggregates of consciousness straining to express themselves, very little practice is required. Would you like to see and understand things in a way that is new for all of us? Would you like to develop your consciousness and your creative intelligence? Would you like to be inspired to create positive change? Then come and join us to Thoughtstorm together. If it’s your first time to Thoughtstorm, please RSVP early to give plenty of time to arrange a brief prep call on Zoom to go over the Thoughtstorm procedures so we can all get started on time together. **Agenda:** 4pm - Arrive, meet and greet, read over Thoughtstorm instructions 4.15pm - Begin the Thoughtstorm 5.15pm - Finish When you RSVP we will be in touch with the details. We look forward to seeing you there! Thoughtstorm® is a registered trademark of Star's Edge, Inc. All rights reserved.

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches. These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun! Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up: https://www.playyourcourt.com/tennis-community/columbus-oh/meetup/ If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works. Happy hitting! - Scott

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

[ECDI Pop-Up Market Official Registration Site --> https://www.eventbrite.com/e/ecdi-pop-up-market-tickets-1986071755083](https://www.eventbrite.com/e/ecdi-pop-up-market-tickets-1986071755083) Celebrate Small Business Month by shopping local for food, drinks, and handcrafted gifts! Join us for the ECDI Pop‑Up Market, a celebration of local entrepreneurs during Small Business Month. Explore delicious food and drinks, discover handcrafted goods, and shop unique items from small businesses in your community. Whether you’re looking to support local makers, discover new favorites, or pick up a thoughtful gift, this market has something for everyone. **What you’ll find at the market:** * Local food and beverage vendors * Handcrafted goods and unique gifts * A chance to meet and support small business owners in your community * An easy, fun way to discover new local favorites [SCORE Central Ohio](https://www.score.org/ "https://www.score.org/") will also be on site to talk about their small business mentorship program. **Market Vendors:** Baked Goods * Shante Makes Body Care * [Bellas Natural Beauty Products](https://www.facebook.com/Bellasnaturalbeautyprod/ "https://www.facebook.com/Bellasnaturalbeautyprod/") Clothing & Accessories * [The Krafted Kollection](https://www.thekraftedkollection.com/ "https://www.thekraftedkollection.com") * [Loayza Elegant Jewelry](https://www.loayzaelegantjewelry.com/ "https://www.loayzaelegantjewelry.com/") * [Swahili House 254](https://www.swahilihouse254.com/ "https://www.swahilihouse254.com") Food/Beverage * [Aqua Pure Central Ohio](https://aquapurecentralohio.com/ "https://aquapurecentralohio.com") * [Better Beverage](https://betterbevshop.com/ "https://betterbevshop.com") * [Cherays Banana Pudding](https://www.facebook.com/profile.php?id=61567527322952 "https://www.facebook.com/profile.php?id=61567527322952") * [Dr. May's Thai Kitchen](https://www.drmaysthaikitchen.com/menu "https://www.drmaysthaikitchen.com/menu") * [Kronchy LLC](https://www.kronchys.com/ "https://www.kronchys.com") * [Terra Mezcal Mexican Grill](https://terra%20mezcal%20mexican%20grill/ "https://Terra Mezcal Mexican Grill") Packaged Food * [Grow to Eat, Eat to Live](https://growtoeattolive.com/ "https://growtoeattolive.com/") * [Underworld Feast](https://underworldfeast.com/ "https://underworldfeast.com/")  Since 2004, ECDI has assisted Ohio’s entrepreneurs through their one-stop-shop business services model, suited to meet the needs of all entrepreneurs, regardless of what business stage they’re in. From providing capital to entrepreneurs looking to expand their businesses, to providing focused, business-specific educational opportunities to enhance entrepreneurial skill sets, ECDI works with their clients to meet their specific needs. Whether you merely have a business idea or are opening up your fifth location, we have helped more than 15,000 entrepreneurs to take advantage of the services we provide.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)