Ontology

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-04-01](https://konfhub.com/ksug-au-2026-04-01) **<=** **Latest promotions** discovered by our community! * Request [60% OFF Kubestronaut](https://forms.gle/tpAizfSUy94SMAW9A) bundle code * **20%** OFF **[FinOps](https://ksug.ai/finops)** Certs Code: **KSAI_20** * Missed **75%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! We're excited to welcome you to the upcoming **KSUG.AI Australia Meetup** — happening both in-person at at Amazon and online via [Zoom](https://linktr.ee/ksug.ai)! 🎉 We're actively seeking more awesome K8s and AI topic speakers! 👉 [https://speaker.ksug.ai](https://speaker.ksug.ai) **Agenda and topics preview:** * Food, drinks and Socializing * Welcome / Introductions by the Organizers @**[KSUG.AI](https://ksug.ai/?ref=meet)** * **Topic 1:** Future of **SRE** with AI by **[Jay Desai](https://www.linkedin.com/in/jaydesai83/)**, Senior SE @**[Datadog](https://www.datadoghq.com/)** * **Topic 2:** Revealing **Data** Achitect Technics and how to Containerize a ELT solution by **[Rodrigues Lopes](https://www.linkedin.com/in/rodrigueslopesdataarchiect/)**, Data Architect, @D2i Consulting * **Topic 3:** **DGX** Spark Live: Nemotron 3 Super running **OpenClaw** for free by **[Thiago S S Ramos](https://www.linkedin.com/in/thiago4go/)**, Cloud Engineer, DNX Solutions * **Quiz time:** nice swags giveaways Food and drinks will be provided between **5.30 and 6 pm** on a first-come, first-served basis. This is a great opportunity to learn and network with our peers. Thanks to our sponsors @**[Amazon](https://aws.com/)**! **[Register here](https://konfhub.com/ksug-au-2026-04-01) to secure your spot!** See you all there! **Location:** Amazon MEL12, Level 13.304 [555 Collins St, Melbourne VIC 3000](https://maps.app.goo.gl/Kbi13GZqj2zDqDz2A) 👉 Join our [Discord](https://discord.com/invite/Rp9WzYyKua) and [WhatsApp](https://chat.whatsapp.com/D9a9IDiCS7U4cqQ0Sh60cz?mode=gi_t) for latest update! 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 20% OFF **[FinOps](https://ksug.ai/finops)** Certs - Code: **KSAI_20** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟐𝟎𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meet)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

It's DDD but \***lightning**\*. The evening will be a hybrid event hosted by the DDD Melbourne crew and consist of short & sharp presentations of fifteen minutes in length on a dev related subject. Venue space is limited, we cannot accommodate more than **90 people**. First come first served! **ONLINE ATTENDANCE** You can join us online, we'll aim to get the call started somewhere around 6pm before we have our introductions and first speaker. Remote audience link --> https://meet.google.com/pvg-uqer-pui You can ask questions of our speakers via Slido. We'll try to ask your questions as they come through on Slido, but we may not get to all of them. **TALKS** **Elmer Rokerick Niem Bool** neurUL: Duplicateless Databases Using Biomimicry In this talk, Elmer will present neurUL (neurUL Universal Language), a new neurobiological programming language, inspired by computer science, neuroscience, cognitive science, linguistics, and philosophy, that can enable a highly efficient and flexible method for data storage. Using neurUL, developers will be able to solve the ""unavoidable redundancies"" problem, wherein, despite the introduction of database normalization more than half a century ago, relational databases with their current limitations, are still plagued by costly, ever-growing redundancies across columns, rows, tables, as well as in schema definitions **Suyogya Taneja** CQRS in Modern .NET: Clean Architecture, Vertical Slice, Microservices, and AI-Assisted Development with Claude Code The talk will explore implementing CQRS in modern .NET applications across Clean Architecture, Vertical Slice Architecture, and Microservices, along with demonstrating how AI-assisted development using Claude Code can help accelerate building CQRS-based features such as commands, handlers, and tests. **Anderson Santos** Automate Work and Build Tools with No-Code Repetitive tasks are everywhere, copying data between systems, updating records, processing documents, and managing manual workflows. In this talk, Anderson will show how no-code automation platforms like Make allow anyone to connect systems, eliminate boring work, and build powerful workflows without writing code. He will also briefly explore how the same approach can be used to create internal tools and even launch small SaaS products. **Ben Taylor** Building MCP Servers is Surprisingly Easy The Model Context Protocol (MCP) is changing what is possible with LLMs and enabling general purpose agents. It turns out building MCP servers is super easy. Ben will talk about what an MCP is, some background around the security considerations involved, how to build one, and what you could use it for. **SCHEDULE** **5.45pm** Open doors, food served **6.10pm** Intro and three talks **7.30pm** Break for networking and drinks **8.00pm** Two more talks **8.45pm** Close **CODE OF CONDUCT** All DDD events are subject to the DDD Code of Conduct available at https://www.dddmelbourne.com/code-of-conduct/ **VENUE AND FOOD SPONSOR** [Luminary](https://www.luminary.com/) **FUTURE EVENTS** Are you interested in speaking at a future DDD by Night? That's awesome, we'd love to have you! We take speakers of all experience levels and offer training too. [Fill out this form](https://forms.office.com/r/12c0CvLwQk) and we'll be in touch. **FEEDBACK** Feedback, whether it's good or constructive, helps us grow and improve these events and so we'd love for you to fill out the form here --> https://forms.office.com/r/MB8WGKv9Bi

**IMPORTANT - Note Date Change.** **Bitcoin Basics - Bitcoin x AI** This is a Melbourne based, live event. Limited seating, booking required. Hosted by Craig A Guest Speaker: TBA **What You’ll Learn:** * The Bitcoin Basics related to; * Bitcoin and how it works. * The problem Bitcoin solves. * The rapidly evolving AI space. * How Bitcoin and AI are working together. * Questions and answers. At the upcoming live Bitcoin event, attendees will gain a understanding of Bitcoin Basics, focusing on how it works and the problem it solves. The event will delve into the rapidly evolving space of AI and how AI & Bitcoin impact each other and work together. The event will show case real world examples of AI implementation using Bitcoin and the contrast to frictions in the traditional banking system. A dedicated Q&A segment will allow participants to ask questions and engage directly with knowledgeable speakers. This is a free community event designed to promote education around Bitcoin and support the growth of the local Bitcoin community. With limited seats available, early booking is highly recommended to secure your spot. Don’t miss this opportunity to deepen your understanding of Bitcoin in a practical, hands-on setting. **IMPORTANT** please arrive by 5:45pm to ensure we can let you in at ground level and to access the lifts. Thereafter, we may not have someone available to let you in the building. **Location: Melbourne Connect - Level 7 Manhari Room 7212.** **Address: 700 Swanston St, Carlton VIC 3053** How to get there? Take the tram from Melbourne Central Station, there are multiple bus options or paid parking is available at Ace Parking, Cardigan House. Detailed Directions: [Directions Link](https://drive.google.com/file/d/1-KL-V_FoEyLkfWzGtFXMNOzSfTI_8K6e/view?usp=sharing) The event will be catered. There'll be some finger food/snacks and drinks available. Please register early so we can allow for everyone. If there is something in particular you would like to learn about, send us a message and we will do our best to include it in the presentation. *\*Final details are subject to change.*

Ever had an idea? Do you look at things and say "I can do that better"? If this is you then you will find our monthly inventor's meetings a great place to visit. For just $20 payable at the door you can attend a meeting from 7:15pm to 9:30pm at Mount Waverley Youth Centre, 45 Miller Crescent, Mount Waverley. See someone present their invention and learn how they did it, listen to an interesting guest speaker and pick up tips for your own inventions. Join 35+ other inventors for an interesting and informative meeting. Ends with great finger food and coffee. Members enjoy other services including invention evaluation, mentoring, Free patent searching tool, YouTube video of their product, product showcase webpage, "Inventor" name badge, inventing guide and more. Cost of membership is $200 with renewal each year of $80 and meeting evening cost of $5. Discount for country and tertiary student members. Need patenting information? Before each meeting there is a patent attorney answering questions from 6.30pm to 7.20pm (pay your visitor fee at the door first) who will help you understand patenting and other intellectual property options. Ask any question, learn about patenting costs, pitfalls, advantages. This also covers registered designs.

**React Meetup - Speaker Lineup Confirmed** 🎉 🖥️ **Andrey Sidorov** - *Introduction to React Server Components.* Ever wondered why RSCs exist and how they actually work under the hood? Andrey's got you covered. *** 🤖 **Abhin Rustagi** - *Up and Coming with Generative UI in React*. Your AI chatbot doesn't have to reply with walls of text. Abhin will show how language models and React components can team up to render dynamic weather cards, charts and forms mid-conversation. Live demo included, plus the lessons learned along the way. 🔥 *** 🔐 **Zach Jensz** - *The Padlock is Fake - How the Web Bootstraps Trust From Nothing on a Hostile Network*. That little padlock in your browser? Not what you think. Zach breaks down how web trust actually works. This one will change how you see the internet. *** ⚡ **Eddie Weatherhead** *(Lightning Talk)* - *Just A Bit: Re-using a Customisable Component in Three Different Contexts* . A React beginner's journey reusing a single core component across a dashboard, a logged-out preview, and a feed. Simple idea, surprisingly deep. *** 👀 Looking forward to seeing everyone there! Drop a RSVP if you haven't already and spread the word. See you soon! 🚀 📅 **Date:** Wednesday April 1st 📍 **Location:** Kogan HQ South Melbourne 🍕 Pizza, Drinks and a good time provided :) Looking forward to seeing everyone. See you there!

**Atheists' Pub Evening.** Please join with us at the pub for drinks, informal conversation and fun. If you can't make it by 6pm, don't worry - we'll be there for a good 3 hours or more (sometimes to midnight), so turn up whenever you can make it. Children are welcome. From 6:00 pm on the first Friday of every month. For information contact: Andrew - 0438 043 050 or John - 0411 143 744

[REGISTER HERE] ( https://luma.com/seab43vn ) Australia is entering a new era of AI, one where sovereignty, infrastructure, and local capability matter more than ever. ​Join our Foundational Models Meetup, where for our first event in the series, we’re excited to host **[Simon Kriss](https://www.linkedin.com/in/simonkriss/), CEO of Sovereign Australia AI**, for a short talk on what it actually takes to build foundational models here in Australia. ​ While much of the global AI conversation is dominated by US and Chinese players, Sovereign Australia AI is working to develop foundational models locally, contributing to Australia’s capability in this rapidly evolving space. ​**Live demonstrations** We’ll also feature 2–3 short live demonstrations from local builders working directly with foundational models. ​These will be practical walk-throughs of what teams are actually building. Each demo will be concise, technical where relevant, and focused on real-world insight. ​ **What you'll learn:** * ​Why AI sovereignty is becoming a strategic priority * ​What it really takes to build foundational models * ​The challenges of infrastructure, capital, and talent in Australia * ​Lessons learned from building at the frontier * ​Where Australia fits in the global AI landscape ​This event is designed for engineers, researchers, founders, and builders who want a grounded perspective on what’s happening beneath the surface of the AI boom. ​Join us at Melbourne Connect for an evening of practical insights, honest reflections, and thoughtful discussion on the future of foundational AI in Australia. ​ **Who should attend:** * ​AI engineers and researchers * ​technically minded founders * ​people working on model infra, tooling or data * ​students and academics curious about foundational models ​**About SMEC AI** ​SMEC AI is an initiative of Boab AI in partnership with Artesian, Cremorne Digital Hub, University of Melbourne, RMIT, La Trobe University, Victorian Medtech Skills And Devices Hub, TNG and Rockwell. ​SMEC AI focuses on the agriculture, clean energy, medical and enabling capabilities industries as defined by the National Reconstruction Fund priority areas. ​ The SMEC AI project and activities has been funded by the Australian Government Department of Industry Science and Resources AI Adopt program and is aimed at enhancing the adoption of artificial intelligence by small to medium enterprises in Australia.

**To Be Announced** But it will be a good one! **VIDEO** Coming soon ... **Discussion Outline** Stay tuned ...

Join us for tea, coffee and cookies as we centre our discussions around Life & Death. The intention of our café is to initiate, normalize, socialize & transform the conversations around End-of-Life, Death and Dying in our society. We provide a safe space where we bring acceptance, empathy, empowerment and education to each conversation. Traditionally these cafes have been known as ‘Death Cafes’, however, it is our opinion that Life is present until the moment breath leaves the body and at all stages we have the opportunity to choose the Life we please. Also, from a theosophical context, Theosophy offers a perspective that puts Death as a recurring incident in an endless Life that opens the gateway to a fuller more transformed existence. ***NOTE: If you wish to stay and discuss a personal matter, that you are dealing with concerning End-of-Life, we will make ourselves available after the cafe has concluded.*** **PLEASE NOTE: NUMBERS FOR EACH WORKSHOP ARE CAPPED AT 20.** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- The MTS is committed to providing events that align with and further The three objects of The Theosophical Society: * To form a nucleus of the universal brotherhood of humanity, without distinction of race, creed, sex, caste or colour. * To encourage the study of comparative religion, philosophy and science. * To investigate unexplained laws of nature and the powers latent in the human being. However this being stated, the MTS does not endorse any health, spiritual, science-related, philosophical or theological /other assertions or claims made by any facilitator we host.

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

**Caller: Kim Thompson** **Band: Full Moon Country Dance Orchestra** **Clinton Heights Lutheran Church** **15 Clinton Heights Ave, Columbus, OH 43202** WHAT IS CONTRA DANCING? Picture the Grand Ball scenes like you’ve seen in period films such as “Pride and Prejudice”, where the dancers are lined up in long lines, across from each other. That’s English Country Dancing, the predecessor of contra dancing. Now, add moves like “swing your partner” and “do-si-do,” like you’ve seen in square dancing. Set it to fabulous, high energy, live music with fiddles, guitars, percussion and more, alá “Riverdance.” Finally, set the whole scene down in the middle of Woodstock, with a hip, groovy atmosphere, a bit of tie-dye, and hints of counter-culture attitude. THAT’s Contra Dancing! Wear cool and comfortable clothes (you will get warm) and clean shoes that won't mark up our nice wood floor. Be sure to come for the beginner's lesson from 7:30 - 8:00, followed by dancing 8:00 - 10:30. All dances are taught; we will help you learn! Beginners always welcome, no need to bring a partner. Cost is $10.00 adults, $5.00 ages 12-26. Under 12 free. Free parking in church lot. For more information contact me or check out our website: [www.bigscioty.com](http://www.bigscioty.com/) Please bring your own refillable water bottle.

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Have you ever suffered from a traumatic experience, a deep loss or been through a painful breakup? Has your ability to communicate suffered as a result? And after that, even though you "moved on" did you find that things were never quite the same? Have you ever looked at childhood photos, or reminisced your early life and wondered where that happiness and spark went? Are your emotions out of your own control? Have you ever felt, even if you aren’t aware of it, that possibly you are getting in your own way of your happiness and success? How does this affect your self-confidence? Find out what is at the root of all stress, anxiety, depression and self-doubt. Find out how and why you hold yourself back from achieving your goals and having the life you have dreamed of. As soon as you learn what is at the root of these unwanted conditions, you’ll see it is something you can DO something about. You will not be labeled or categorized at this MeetUp.

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

Feeling down? Sometimes depressed? Can't focus? Negativity & stress? Recent losses? Creativity in career and personal life hindered by mental blocks? Sometimes we never fully recover from traumatic experiences. Whether it was yesterday, last week or a year ago, traumatic experiences - a loss of a loved one, losing a job, a breakup - can leave you scarred. You talk about it and feel a little better, but it never goes away. After you hang up the phone, it's still there; the sadness, the cloud, the over-thinking, the worry, the guilt. You try to focus, but you're blocked. You try to look forward into new experiences, new relationships but a cloud is hanging over you, casting a shadow on what you once considered a bright, cheerful future. What happened to your courage? Your strength of character? You're 'why not' attitude? Whoever said 'time heals' must have had a special time machine, because after weeks, months, years, you're wondering - when exactly does that kick in? Sometimes it seems like drinking or drugs are the way to go. But they wear off, and now the problem is still there with added side effects from the drugs. At this free local Meetup event we will talk about: * What causes grief, anxiety and depression to become chronic. * Is it possible to regain your joy and happiness even after traumatic experiences? * How to break away from negativity and focus on the future * What are the steps to take to get control of your mind and your emotions? Learn about a safe, gentle, do-it-yourself counseling that can be done in the comfort of your own home. Let's explore safe, effective solutions for healing from traumatic experiences. Be sure to click on the red "Attend" button below to come to the event. We look forward to seeing you there. This group is sponsored by the Dianetics & Scientology Life Improvement Center.

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. 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)