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**Struggling with study or learning? You’re not alone.** This meetup suits people at all levels of study skill. Too many children, teenagers, and adults find studying difficult—not because they lack ability, but because they were never taught **how to learn**. This meetup introduces the basics of **Study Technology**—a practical, proven approach that shows how learning really works and how to overcome common study barriers. It applies to children, teens (and parents), teachers, and adults alike. You’ll discover simple, effective methods to improve understanding, confidence, and performance—whether at school, work, or online. Teachers and parents often see rapid improvements in both behaviour and results. Yes, it *is* possible to improve study performance—in just **five easy steps**. If you can’t attend in person, online options are available. **Join us and learn how to study effectively—once and for all.** See you at the meetup, **Pam** When learning clicks, confidence follows.

**Every Monday\, Trivia starts 7PM \| Free Entry \| Prizes & Glory Await** Gather your party, sharpen your wits, and descend upon the Tavern for **Tavern Trivia** — a weekly battle of brains where legends are born one answer at a time. Hosted in the heart of our bustling Fortress Tavern, this isn’t your average pub trivia. Expect an unpredictable mix of **pop culture, video games, fantasy, film, and chaotic curveballs** that’ll test even the sharpest of sages. 🎁 **Epic Prizes** 🍹 **Themed Cocktails & Tankards** 🎲 **Gaming Lore & Curveball Rounds** 🧙‍♂️ **Immersive Vibes. Medieval Energy** Whether you’re here for the glory or just for the vibes, Fortress Trivia Night is your new midweek quest. Entry is free, but tables fill fast, so rally your crew and **[book your spot](https://events.humanitix.com/trivia-fortress-melb)**. *Registered attendance on Meetup doesn't guarantee you a ticket.* **TERMS & CONDITIONS** * *Fortress Melbourne is a licensed venue, and as such, a valid ID is required and checked upon entrance to the premises.* * *Unaccompanied minors are not permitted in the venue at any time. Please make sure any guests under 18 are accompanied by a responsible adult at all times.* * *Minors are not allowed in the venue past 8:00 pm; as such, Tavern Trivia is an 18+ Event* * *Any drink tokens must be redeemed on the day of the event, and standard RSA applies* * *No outside food or drinks.* *More information on valid forms of identification and Fortress' minors policy can be found here: [www.fortress.games/minors/](https://www.fortress.games/minors/)*

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

Read reviews from past participants [here](https://www.greenhousecreativesanctuary.com/inclusivegrief) “Grief has never been private, it has always been communal. Subconsciously, we are awaiting the presence of others, before we can feel safe enough to drop to our knees on the holy ground of sorrow. For the most part, grief is not a problem to be solved, not a condition to be medicated, but a deep encounter with an essential experience of being human. Grief becomes problematic when the conditions needed to help us work with grief are absent.” - Francis Weller Our primary association with grief is the loss of a loved one but there are so many kinds of losses that don't have formal ceremonies that are important to honour. Unprocessed grief can accumulate in weight, dulling our senses and capacity for aliveness. This is a safe, supportive space for all shapes, sizes and textures of grief- for the loss of our loved ones, for the childhood we did not get to have, for the parts of ourselves that have been rejected and exiled, for friendships and relationships with ambiguous endings, for homes and communities we are distanced from and miss, for the suffering of the world and our fellow beings. This inclusive grief circle is also an advocacy for compassionate and attentive grief work, for reshaping our understanding of and relationship with grief. It is a holding space, a container, a time and a deep permission to acknowledge our emotions, our connections, the ways we have been touched and transformed, and our humanity. We will make art in response to the Artist Grief Deck, participate in a burning ritual, share and witness each other’s stories and journeys, and co-create a group nature mandala together. **Please bring a jar and 8-10 similar natural objects (8 flowers or 8 sticks or 8 stones).** If you are facing financial hardship, please key in CONCESSION as a promo code for a discounted price of $25. If that is still difficult, please email me at greenhouse.arttherapy@gmail.com. No one will be turned away. **Please also note:** * This is an art-therapy informed community-based creative gathering, and is not intended to replace individual or group therapy, and is also not for emergency crisis support or intervention. * If you are comfortable with me taking photos of you and/or your artwork for my learning and supervision purposes, and to offer others a sense of what the workshop is like, please let me know at the start of the session. Your participation would be greatly appreciated! * While the estimated time is 2 hours, it might overrun depending on the size of the group and the conversations we are having so please allow some grace for that.

Join Queer Meditation Melbourne for an evening of self-exploration and mindfulness in a safe and inclusive space. Start the event with a guided meditation session focused on promoting wellness, positive thinking, and spiritual growth. Connect with like-minded individuals from the LGBT community and enjoy meaningful conversations that nurture self-empowerment and consciousness. After the meditation practice, we will engage in social activities, promoting healthy living and dining out experiences. This event is designed for gay men and gay and lesbian friends who are looking to nurture their spiritual journey while building connections within the community. Come together to foster a sense of belonging and support each other in a space that celebrates diversity and self-care.

$29 per person for 2 hours of training (includes table hire) ## 🏓 MELBOURNE TABLE TENNIS COACHING @ MSAC Ready to seriously improve your table tennis — or finally start the right way? Join our **ongoing in-person group coaching sessions at MSAC**, where you’ll train in a structured but fun environment with players who come regularly, as well as new faces every week. Our sessions are designed for **both total beginners and advanced players.** You don’t need experience — and you won’t be bored if you already have it. ### What to expect * ✅ **10–15 players per session** * ✅ **2 experienced coaches on court** * ✅ **Structured drills + match play** * ✅ **Individual feedback based on your level and goals** * ✅ **A welcoming group that trains regularly** You’ll work on **technique, footwork, consistency, tactics, and real match situations** — not just hit balls randomly. We organise the group so everyone is challenged at the right level. ### Why people love these sessions * Ongoing training with a real community * Fast improvement, not just social play * A great way to **move, learn, and make friends** * Fun, supportive atmosphere with serious coaching behind it Whether your goal is to **learn from scratch, get fitter, sharpen your skills, or start competing**, this is a perfect place to train. ### What to bring * 🏓 **Bat/paddle** (if you have one — if not, we’ll provide it) * 👟 **Sports shoes (runners)** * 👕 **Comfortable sports clothes** * 💧 **Water bottle** * 🧴 **Small towel** Grab your paddle, bring your energy, and come hit with us at MSAC. Please send me an email to: p.tretinik@gmail.com to confirm attendance. This helps me to book enough table for a smooth session. NOTE: If this is not your first time coming to this meet up, the cost is $36 for the whole 2 hours.

We are back to Monday's Volleyball Sessions from coming week ! Games start 8 pm at Girls Grammar School South Yarra (entrance from Gate D) Fee: $17 ($15 cash) *ALL LEVELS WELCOME* SEE You all There ! 🙂 #INternational #Volleyball #Club #Melbourne

💛 KISMETRIX \| True Connection 📍 Alfie's Bar, 167 Franklin Street, Melbourne CBD 📅 Saturday, 4 July 2026 🕙 9:30 PM – 11:30 PM 🎟 Early Bird $15 \| Last Release $25 🥂 Includes a welcome drink on arrival Melbourne Singles Social \| Ages 23–33 Let's be honest. Meeting new people as an adult can be surprisingly hard. Most people already have their own friendship groups. Dating apps can feel repetitive. And approaching someone at a bar isn't always easy when you have no idea if they're interested in meeting anyone. That's why we created KISMETRIX. A relaxed Saturday night where everyone is single, most people come solo, and everyone is there for the same reason — to meet new people, have a good time, and see where the conversation leads. No speed dating. No awkward icebreakers. No pressure. Just a fun night out with people who are genuinely open to meeting someone new. Whether you're looking for dating, friendship, new connections, or simply a better way to spend your Saturday night, you'll be surrounded by others doing the same. ## What to Expect 🥂 Welcome drink included on arrival 🍸 Full bar available throughout the evening 🤝 Friendly hosts to help introductions happen naturally 💬 A room full of Melbourne singles aged 23–33 🎶 Great music and a social atmosphere where you can actually have a conversation ✨ A welcoming environment where showing up solo is completely normal ## Who Comes Along? Young professionals, creatives, entrepreneurs, students, and everyday people from across Melbourne. Some are looking for a relationship. Some are newly single. Some just want to meet new people and get off the apps for a night. Most guests arrive on their own, which is exactly what makes these events work. ## Why People Love These Nights Because everyone is open to meeting people. You're not interrupting friendship groups. You're not guessing who's single. And you're not trying to make a dating app profile sound more interesting than it needs to be. Just real people, real conversations, and a genuinely fun night out. ## Important Information • This is a hosted singles social event, not a speed dating event • A welcome drink is included with every ticket • Additional drinks and food are available for purchase at the venue • We aim for a balanced mix of attendees where possible, though numbers may vary • Respect, kindness, and consideration for others are expected at all KISMETRIX events • Tickets are non-refundable but may be transferred to another person KISMETRIX reserves the right to manage attendance and participation, including declining or removing entry where necessary, to ensure a positive and respectful experience for all guests. ## About KISMETRIX KISMETRIX hosts Melbourne singles events designed to help people meet naturally in real life. Whether you're looking to expand your social circle, meet new people in Melbourne, or explore dating opportunities, our events create a relaxed environment where connections can happen naturally. 🌐 kismetrix.com.au 📧 social@kismetrix.com.au By purchasing a ticket and attending this event, you agree to follow the KISMETRIX Code of Conduct and Community Guidelines. Code of Conduct: kismetrix.com.au/code-of-conduct

**Speed Friending for International students** Calling all international students in Melbourne! Join us to take part in an evening of speed friending and meet new people. A chance to make real connections over shared experiences, interests and lots of conversations! Whether you have just arrived or have been studying for a while, this event is for anyone looking to expand their friend circle and make meaningful connections. Across a series of short, friendly conversations, you’ll connect with other students from around the world, share stories, swap tips about life in Melbourne, and discover people you genuinely click with. No pressure, no awkwardness — just an easy way to meet others who are also looking to expand their social circle. Whether you’ve just arrived or you’ve been here a while, this event gives you a warm space to: * Make new friends quickly and comfortably * Build confidence in social settings * Connect with people who understand the international student experience * Grow your support network in Melbourne * Have fun in a low‑stress, inclusive environment * Learn about the lifeline toolkit We’ll guide the conversations, provide icebreakers, and make sure everyone feels welcome. Come on your own or bring a friend, you’ll leave with new connections and a stronger sense of belonging. Light catering and snacks provided! Speed Friending for international students is supported by Lifeline and delivered in collaboration with Unwind Desi Minds, Social Threads and Shakti Mental Health. **Event info:** **Date:** Thursday 2nd July **Time:** 6:00pm - 8:30pm **Location:** Kathleen Syme Library, Multipurpose Room 1 (251 Faraday Street Carlton) **Cost:** $4 (If cost is a barrier please let us know and we can accomodate) Contact: [Shaktimhmelbourne@gmail.com](mailto:Shaktimhmelbourne@gmail.com) for any queries

Come unwind and connect after work with the R-Ladies+ Melbourne committee and members to celebrate the middle of the year! 🕕 Time: 6pm 📅 When: Tuesday 30th June 2026 📍 Where: Quarterhouse, 693 Collins St, Docklands VIC 3008 (right near Southern Cross Station). Great opportunity to meet others that are using R. The idea is build our community and network with like minded coders. Whether you have been to our past events, or want to join for the first time, please come and join us. 🎉 Everyone is welcome! 🎉 \*Please note that food and drinks are not provided at this event and are at the attendee’s expense. It's more of an opportunity to come and socialise with the group and learn more about upcoming events and opportunities. **‼️ Please RSVP** (and update your RSVP if your circumstances change). **‼️**

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)

## 💘 KISMETRIX \| True Connection [Ticketed Event](https://www.eventbrite.com.au/e/july-01-game-on-the-kismetrix-trivia-night-konar-bar-tickets-1991902868099) ### GAME ON — THE KISMETRIX TRIVIA NIGHTDrinks, Banter & Real Connection Hosted by **KISMETRIX \| True Connection** 📍 Konar Bar — Private Dining Room (Downstairs): 483 North Road, Ormond Vic 3204 📅 Thursday, 28 May 2026 🕖 7:00 PM – 10:00 PM (Venue open late) #### BACK. UPGRADED. AND A WHOLE LOT OF FUN. Never done trivia? Perfect. Neither has half the room. This isn't about what you know. It's about who you end up laughing with by the end of the night. The KISMETRIX Trivia Night is back — and this year we've stepped it up. We now have our own in-house host and an exclusive private room just for Kismetrix guests. Same great energy from last year, but more intimate, more personal, and a whole lot more fun. No speed dating. No awkward mingling. No standing around with a drink wondering what to say. Just teams, trivia, a bit of friendly rivalry, and the kind of atmosphere where strangers become easy company. #### 💫 ABOUT THE NIGHT Tired of the same old bar scene? Not quite ready for a formal dinner event? This is the sweet spot. KISMETRIX \| True Connection was created for people who want something more human — real conversation\, real presence\, and a genuine good time\. The Trivia Night is our most fun and relaxed format\, and it's exclusively for Kismetrix guests\. You'll walk into a private room full of people who: 🎯 Are open, friendly and easy-going 🎯 Want a fun night out that feels natural — not forced 🎯 Prefer real-life connection over swiping 🎯 Are simply here to enjoy themselves and see where the night goes Come for the trivia. Stay for the laughs. See who you meet along the way. #### 🎯 WHAT TO EXPECT You'll arrive to a private room — no general public, just Kismetrix guests. You'll be placed into a small team of around six, the questions will start, and within ten minutes you'll forget you didn't know anyone when you walked in. Expect: 🎯 A welcome drink waiting when you arrive 🎯 A warm hosted welcome so nobody walks in feeling lost 🎯 Fun, accessible trivia rounds — no expertise required 🎯 Rotating teams through the night so you meet different people across different rounds 🎯 A mystery round (yes, really) 🎯 A prize worth playing for 🎯 Plenty of laughs, friendly arguing, and genuinely good company Our in-house Kismetrix host keeps the energy warm and the night moving — so it always feels like a night out with good people, not a structured event. #### 👥 AGE GUIDE 🎯 30-43 · 40–53 · 50+ Kismetrix Trivia Night is open to all singles who are here for a good time and genuine connection. We provide age groups so you know what to expect from the room. The focus is always on good energy and like-minded people — not strict age gates. If you're slightly outside a range and the format feels right for you, you're welcome to book. #### 🎯 WHO THIS NIGHT IS FOR This event is for singles who: 🎯 Want a fun, social night out that's a little different 🎯 Are curious about Kismetrix but want a low-pressure way to start 🎯 Love trivia — or have never done it but like the sound of it 🎯 Want to meet new people without it feeling like a "singles event" 🎯 Are open, friendly, and ready for a genuinely good Thursday night Come solo — most people do. You'll be in good company from the moment you walk in. #### 🍽 FOOD & DRINKS Your ticket includes one standard welcome drink on arrival. Konar Bar has a great food and drinks menu available throughout the night, directly from the venue. Perfect if you'd like to make a full evening of it — and many of our guests do. #### 🎟 TICKETS 🎯 Early Bird — $39 🎯 General — $49 🎯 Last Minute — $59 Welcome drink included at every tier. Spots are strictly limited to 7–8 tables to keep the night intimate and social — early booking is strongly recommended. *Last year's event sold out. Don't sit on it.* #### 💡 WHY PEOPLE LOVE KISMETRIX EVENTS 🎯 No swiping. No apps. Just real people in a real room 🎯 No awkward formats or forced interactions 🎯 A genuinely fun night — even if you come solo 🎯 Exclusively for Kismetrix guests — private room, warm atmosphere 🎯 Hosted by people who actually care about how the night feels Many guests come "just to try it" — and end up staying all night. #### ✨ WHERE THE TRIVIA NIGHT FITS The KISMETRIX Trivia Night sits alongside our Drinks Socials, Elevated Dinners, and Activity Nights as one of our most fun and accessible formats. If you've been curious about Kismetrix, this is one of the easiest and most enjoyable ways to experience what we do. #### 🔔 IMPORTANT NOTES 🎯 This is a hosted social experience — not speed dating 🎯 A welcome drink is included; additional drinks and food are available at the venue 🎯 Gender balance is carefully aimed for but not always guaranteed 🎯 Respect, boundaries, and good energy are essential at all Kismetrix events 🎯 Tickets are non-refundable but transferable #### 🔗 STAY CONNECTED WITH KISMETRIX \| TRUE CONNECTION 📧 **social@kismetrix.com.au** 🌐 **[www.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\, Privacy Policy\, Disclaimer and Code of Conduct\. 🤝 Collaborations: collabs@kismetrix.com.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.

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

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

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.

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

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.