Autonomous Cars

Tuner - with Havana Rose Liu, Dustin Hoffman and Leo Woodall. “An easy-going thriller throwback that mostly plays all the right notes, Tuner is winning and unexpectedly romantic, with Leo Woodall on fine form.” Empire “It’s a thrill to watch this kind of original, adult movie that are all too rare these days, and Roher hits all the right notes with this move into narrative filmmaking.” Chicago Tribune We will meet at the Nova bar from 6 p.m. onwards, please book your tickets early. Stefan - 0437777522

## 🎲 **Fortnightly Monday Community Nights** **Facilitated by Sasa Lestrange** 🕕 Starts 6PM \| 🎟️ $5 Entry \| 🔒 15 Spaces Only ### **The Quick Details** Come as you are, bring what you love. Whether you’re sketching, crafting, chatting, or diving into a YouTube watch party over the projector, this is your space to relax and connect. Bring your own arts and crafts, share your favourite tunes, or just hang out with good people. Got a TTRPG group? You’re welcome to play here. Looking for one? Use our Discord to find fellow adventurers and storytellers. This is a chill, welcoming evening for creatives, gamers, and anyone who wants to spend time in good company. No pressure, no prep — just good vibes and shared space. ## 🌟 **Why Join** * Make new friends or bring your own crew * Get out of the house and into the community * Perfect for newcomers to Melbourne or anyone wanting to build good habits * Enjoy a relaxed, inclusive atmosphere ## 👋 **Facilitator** Your host, **Sasa of EGAD**, will welcome you, introduce you to the space, and help get the group started — often with a game or by interest. ## 🍴 **Food & Drink** Snacks and drinks are available on the ground floor. You can also BYO, or join the **6:30 PM Schnitz order** for dinner. ## ♿ **Accessibility** The event space is up one flight of stairs, and bathrooms are not wheelchair‑friendly. Lighting is bright white overhead unless the group opts to dim for projector use. ## ⏰ **Timing** You don’t need to be on time — just note that if you’re joining for games, you might wait for a table to free up. ## 💡 **Suggestions** Got an idea for an activity or theme? Absolutely share it! The group votes on what to do each night. Let’s kick off the week with fun, creativity, and connection. This event is

Have you been interested in woodworking, 3D printing, CNC, cosplay or Electronics? Come visit Maker Community to get a tour of our space, learn about our memberships, have a chat with our members and discuss your dream projects.

Join us on Sunday 29 June for a **special Speechathon** at Toorak Toastmasters. This is something different from our usual meeting: we've got 6 speakers taking the stage to share their stories, ideas, and insights. Whether you're curious about public speaking, thinking about joining Toastmasters, or just want an inspiring afternoon out, this one's for you. What to expect: * **6 prepared speeches from members at different stages of their speaking journey** * **A relaxed, supportive room (no pressure to speak yourself)** * **A chance to meet our community and see what Toastmasters is really about** Our meetings are held at Grattan Gardens Community Centre (GGCC), 40 Grattan St, Prahran. The atmosphere is informal allowing you to work on developing your speaking skills in a non-threatening environment. This is a safe and respectful space. We have a code of conduct, and harassment or inappropriate behaviour will not be tolerated. We are looking forward to seeing you soon!

The Buddhist spiritual path centres on our own mind’s vast potential for peace, compassion and wisdom. True lasting happiness does not depend on external factors but comes from looking inwards to better know our own mind and heart. This course presents key insights from the Buddha’s life and teachings to show how, through meditation and shifting our focus inwards, we can find true, unending contentment. This course presents key Buddhist frameworks that guide our path, including: * The three vehicles of Buddhism, which progressively show how we can nurture our innate peace, compassion and wisdom. * The four seals, which encapsulate what is unique about the Buddha’s teachings and sets them apart from other religions and philosophies. Including teachings from foremost Tibetan masters of our time, space for contemplation, reflection and discussion, and guided meditations, this course will give you practical tools to help you work with your mind and take charge of your spiritual path. **Details** Where: Attend in person at Rigpa Melbourne, 803 Nicholson Street Carlton North. **When**: Monday evenings, for 9 weeks, starting 27 April 2026, a break on 8 June 2026, and finishing 29 June 2026. **Time**: 7.00pm – 9.00pm AEDT. **Cost**: 9-week module: Full $180, Concession $90. **Register here:** [https://rigpa.org.au/event/this-life-the-buddhas-guide-to-inner-transformation-melbourne-april-june-2026/2026-04-27/](https://rigpa.org.au/event/this-life-the-buddhas-guide-to-inner-transformation-melbourne-april-june-2026/2026-04-27/)

Let’s go do some life drawing together at Unassigned Gallery! This is a ticked event and tickets can sell out quick so make sure to buy them early! Buy tickets here https://www.eventbrite.com/e/life-drawing-unassigned-gallery-tickets-1288074257779?utm_source=ig&utm_medium=social&utm_content=link_in_bio&fbclid=PAZnRzaAQh7vBleHRuA2FlbQIxMQBzcnRjBmFwcF9pZA8xMjQwMjQ1NzQyODc0MTQAAaeG5JYT88Olfw_xoqtU7h5wHRTBoi-HMm2etIahmz6x9Zme_vJMQ2SXxuR1yA_aem_0DgpSgke9wfmZf6-Zmc5-A

We are stoked to announce our next **Melbourne MLOps Community Meetup** of the year! We are bringing you an absolute powerhouse lineup featuring two industry heavyweights. We will dive deep into tracking ML/DS performance using high-impact business metrics over raw statistical metrics. We will also tackle the AI coding productivity paradox and the high-stakes build-vs-buy SaaS dilemma. **🎤 Speakers** We’re thrilled to introduce: **\- Nathanael Lampe**, Machine Learning Manager *at* Bunnings Warehouse. Nat is widely recognised as one of the most brilliant, deeply technical data science leaders. He brings an elite background in advanced data science, now driving the core Data Science team at Bunnings. In his talk, *Data & Decisions,* Nat will explain how in ML, we often focus on model accuracy but it’s a lot harder to measure the decisions a model supports. When we can anchor our ML practice in true business metrics, we are better equipped to ensure analytics projects succeed. **\- Javier Candeira**, Fractional CTO *at* Infoplumbing. Javier is a distinguished veteran of the data, software, and tech consultancy scenes. He brings many years of battle-tested technical and business experience to guiding teams through today's volatile AI landscape. His talk titled: *The Buy/Build Dilemma and the Agentic Productivity Paradox* addresses three red-hot issues in the MLOps community: 1\. Local LLM inference and tooling for small scale teams\. What is too much local MLOps for a 1\-5 person shop? Is local inference only a cost saver\, or are there also capabilies unlocked by the finer\-grained control afforded by operating one’s own models? 2\. The Buy/Build dilemma\. This is a question for every company\, from small SaaS to big corporate\. The abundance of LLM coding tools shifts the balance\. How? 3\. The Productivity Paradox: If Agentic Coding and LLM autocomplete are so great\, where are the great new products? Where’s the programmer productivity going? Javier will showcase some of his NixOS-based MLOps-for-one tools, and will attempt to progress the conversation on these three questions with his own reflections based on personal experience. **Networking** The Melbourne MLOps Community is committed to fostering a space where AI/ML engineers and practitioners can connect, exchange ideas, and build meaningful relationships. Come ready to discuss: * The tools you’re experimenting with * Trends you’re seeing in ML and MLOps * Challenges you’re tackling * Ways to find peer support We’ll have food, drinks, and the perfect space for great conversations — so feel free to bring along anyone interested in ML, MLOps, or AI more broadly. **Agenda** 🍕 **5:30pm** – Networking, drinks & food 🙋 **6:00pm** – Welcome 🎤 **6:10pm** – Presentation by Nathanael ❓ **6:30pm** – Questions for Nathanael 🎤 **6:40pm** – Presentation by Javier ❓ **7:00pm** – Questions for Javier 🍻 **7:10pm onwards** – Networking, drinks & food We’re looking forward to seeing you there! **P.S.** If you can’t make it in person, we’ll be streaming the event via Google Meet. Google Meet link: [https://meet.google.com/fxh-hpsg-ryt](https://meet.google.com/fxh-hpsg-ryt)

Sunday Evening Meditation 5.30 to 6.30pm Join us in our cosy centre in Carlton North. Whether you are new to meditation or an experienced practitioner you are welcome at these relaxed and informal sessions. Simple instructions are provided and you can sit in a chair or on a cushion. Masks optional but not mandated. Bring your own sealed drink bottle. $10 for workers or $5 for concession. Find out about our activities. Incense and other dharma books and items for sale 803 Nicholson Street, Carlton North. Website: https://melbourne.rigpa.org.au/

**What Breaks When AI Picks Up:** **Lessons from Voice AI in Australian Healthcare** 181 commits. 10 weeks. 28% were fixes. In this session, Dr Kevin Ong, Co-Founder, CEO and CTO of Voral.ai, and Principal AI Consultant at Equal Experts Australia, shares what really broke when AI was deployed on a live phone line handling patient calls in Australian healthcare practices. From phantom bookings and four-second silent gaps that no unit test could catch, to race conditions where callers were simultaneously handled by multiple AI agents - this wasn’t theory, it was production reality. No polished architecture diagrams. Just hard won lessons from the fixes that followed. **Agenda** 5 30 PM - Gates open (Networking drinks & food) 6 15 PM - G-EE-K Talk 7 PM - Q&A 7 15 PM - Networking drinks (and more food) 8 30 PM - Wrap up

Sunday evening meditation from 5.30 - 6.30. Join us in our cosy centre in Carlton North. Whether you are new to meditation or an experienced practitioner you are welcome at these relaxed and informal sessions. Simple instructions are provided and you can sit in a chair or on a cushion. Masks optional but not mandated. Bring your own sealed drink bottle. $10 for workers or $5 for concession. Browse our shop for books, incense and dharma items. Find out what our Centre is offering 803 Nicholson Street, Carlton North. Website: https://melbourne.rigpa.org.au/

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-07-01](https://konfhub.com/ksug-au-2026-07-01) **<=** **Latest promotions** discovered by our community! * **30%** OFF **[Kubernetes](https://lf.ksug.ai/)** Exams - Code: **30K8SUG** * **20%** OFF **[FinOps](https://ksug.ai/finops/?ref=meetup)** Certs Code: **KSAI_20** * Missed **65%** 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://sessionize.com/ksug-au](https://sessionize.com/ksug-au) **Agenda and topics preview:** * Food, drinks and Socializing * Welcome / Introductions by the Organizers @**[KSUG.AI](https://ksug.ai/?ref=meet)** * **Topic 1:** Agents onboarded Internal Develop Platform (OpenChoreo) by [Kanchana Wickremasinghe](linkedin.com/in/kanchanaw/), VP & Field CTO for WSO2 * **Topic 2:** What is Podplane.dev by [Ryan Djurovich](linkedin.com/in/ryandjurovich/), Founder & Engineer @ Nadrama.com * **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/)** and **[Harness](https://www.harness.io/)**! **[Register here](https://konfhub.com/ksug-au-2026-06-03) 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)** 🔥 [github.com/ksug-ai](https://github.com/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.

**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

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.

**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

## Build Your First Autonomous AI Agent ### Beginner-Friendly Hands-On Workshop **Details** * 📅 **Date:** Friday, July 10, 2026 * 🕕 **Time:** 06:00 PM – 08:00 PM * 📍 **Location:** B-213, Davis Campus OR Virtual * 🎟️ **Cost:** Free \| Limited spots — RSVP now\! AWS Cloud Club swag included\! 🚀 Join us for a beginner-friendly hands-on workshop where you will build an AI-powered task tracker using AWS. In this workshop, you’ll learn how an AI agent can understand natural language requests like “Add assignment due on July 25 for Digital Principles,” extract the important details, create a task, store it, and respond back. You will: * Explore core concepts such as AI agents and tool/function calling * Build and deploy serverless workflows * Connect AI with AWS services like Lambda, API Gateway, DynamoDB, and Amazon Bedrock * Understand how autonomous AI agents work from the ground up > **Note:** By the end of the session, you'll have a practical cloud-based app that can be extended into a to-do list, study planner, productivity assistant, or workflow automation tool. **See you there - let's build and deploy!**

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

Join us for a fun and relaxing brunch at Carfagna’s! Come enjoy delicious Italian food, great conversation, and a chance to connect with other amazing women in a warm and welcoming atmosphere. Whether you’re new to the group or a familiar face, we’d love to see you there. Please RSVP early so we can plan seating. Looking forward to a great brunch together!

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd