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Join us for “Real Talk Night” a deeper, more meaningful kind of meetup built around prompt-based conversations. Each session features thoughtful questions designed to spark honest discussions, fresh perspectives, and genuine connection. This is a space to go beyond small talk, share experiences, and be heard in a supportive, respectful environment. You can participate as much or as little as you like — whether you’re opening up or simply listening, you’re welcome here. To help you get the most out of the event, we ask that you download our app before you arrive (or upon arrival). The app will be used throughout the event for prompts, activities, and other interactive content so having it ready will ensure you can fully participate. https://apps.apple.com/au/app/besocial/id6759604739 https://play.google.com/store/apps/details?id=com.appetiser.besocial&hl=en **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co or let the event hosts know on the day.**

Welcome! **HOW TO FIND US** When you enter 234 Collins, go down the escalator to the basement where Dymocks is (you can't miss it, there's books and people everywhere. You'll see the cafe next to the cashier. Once inside the cafe, you'll see the stairs (see pic). Come up the stairs and join us. Feel free to pick any available table. **ITINERARY** 11am: Meet at Dymocks Cafe (upper level) inside Dymocks Bookstore, 234 Collins St. Choose your seat. Order a drink to support the cafe. (They have a range of sweet and savoury snacks.) Enjoy your book. 12.15pm: Let's chat about what we read, what we loved, and why. 1pm: End of event. [OPTIONAL EXTRA] For those who are not too tired, we can go for lunch together after the event. **COST:** There is an organizer fee of $5 for this event. You can bring cash on the day or PayID me at 0403 413 056 (Serena Low). **GETTING THERE:** The closest train stations are Town Hall (4 min) and Flinders St (6 min).

💛 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

🌿✨ **The** **Singles** **Only** **Middle‑Suburbs** **Meander** Fairfield → East Malvern via the Anniversary Trail Saturday 4th July, 11:00 AM – 3:00 PM **Ages: 30–55** | Singles only | No married or seperated people | New couples maybe… if they’re very new **Meet**: Outside the Fairfield railway station at 11 a.m for a 11.15 am start. On the side where the trains are moving away from the city. **Cost**: $0... yes nothing **💘The** **Vibe** A flirty, whimsical winter wander for singles only — the kind of gentle, slow‑burn social chemistry that happens when you mix crisp air, shared adventure, and a trail that practically invites conversation. **Please** ***note***: **This*** **event*** ***is*** **waitlisted**. I want a balanced gender mix, i.e even numbers of girls and guys. I have a creep code operating and event expectations around no shows, read on for how that works. **Couples** are welcome only if they’re very new (the kind where you’re still pretending you don’t stalk each other’s Instagram stories). **Married** **people**: this one isn’t for you. We’re keeping the energy light, open, and romantically unencumbered.This event will be waitlisted to help maintain a roughly balanced gender mix — not a perfect science, but enough to keep the social ecosystem feeling fair and fun. 🚶‍♀️👁️ **The** **Route** A deliciously meandering 15 km journey from Fairfield Railway Station to East Malvern Railway Station, following the Anniversary Trail — a path built for bicycles but secretly perfect for flirty winter walking. **Detail here**: [https://www.railtrails.org.au/trails/outer-circle-rail-trail/](https://www.railtrails.org.au/trails/outer-circle-rail-trail/) **Expect**: Leafy suburban pockets with “I could live here” energy Sweeping shared paths ideal for side‑by‑side banter Hidden corners of the middle suburbs that feel like your own private discovery A mid‑walk lunch stop at East Camberwell — warm food, warm hands, warmer conversations. This is also the half way point at around 8km, you can exit the walk at this point and catch. train etc back into the city We finish at a café/pub in East Malvern, where the group can thaw out, mingle, and see which conversations want to keep going. **🧣Winter** **Wisdom &** **What** **to** **Bring** - Comfortable walking shoes (your feet will thank you) - Snacks + water - Warm layers — it’s winter, and Melbourne weather loves drama - A playful, open attitude - A willingness to chat with strangers who ight not stay strangers **🚶‍♀️Fitness** **and** **etiquette** I like walking at a relaxed pace around 4+km/hr It's a long walk, so make sure you can keep up and can make the distance People who speed ahead aren't really welcome, find a speed walking group instead. If you are too slow and dawdle you might be asked to leave, same goes with inappropriate behaviour. Do not turn up un announced and not on the guest list, you will be asked to leave., Check ins will be performed. No shows will likely be removed from the group. If you can't make it take yourself off the going list 💘 **Flirtation** **Guidelines** This is a social event, not a pressure cooker.Don’t be pushy about phone numbers — let the moment offer itself If the vibe is mutual, go for it Become a regular — I’ll be testing this format over 3–4 events You’ll likely see the same lovely humans again at future singles nights/events or Eat Drink Dance “open” events The goal is to build a small, recurring ecosystem where people feel comfortable, familiar, and relaxed enough to be themselves. **👥Waitlist & Gender Ratios** To keep things balanced and comfortable: Event capped at max 30 people to test interest, Generally guys admitted only after a woman registers (to maintain ratios) at my discretion until the format matures. If you become a regular I'm not so discriminating as long as you behave yourself. Women can be a little flaky (we love them anyway), so I may accept 1–2 extra **🧭The Creep** **Code** A refined social compass keeps the vibe safe, fun, and drama‑free. So: No married/seperated individuals or those already coupled up (generally) No Tinder Swindler‑style minglers **Guys**: **Please Take Special Note** - Must have a clear face photo (no sunglasses, no blurry shadows, no “mysterious man in witness protection”) - No wide shots taken from a distance where you can't be identified. - No yacht/car/jet flexing — if your profile screams “crypto‑adjacent”, you will be gently declined. - If you are declined, update your profile photo to something less creepy. **Girls**: No restrictions — privacy and safety first” ⚠️ **SMAL EVENT EXPECTATIONS ⚠️** **⏰Late Arrivals** **The event starts on time.** - More than 15 minutes late without communication = No‑show - More than 30 minutes late (even with communication) = Not admitted = No Show - We do not endlessly wait at meeting points. If you’re late, you must find the group yourself. - Messages are not monitored after 30 minutes. - This protects the experience for people who arrive on time **👻 No‑Shows** No‑shows block waitlisted people from attending and disrupt small-group events. - Remove yourself at least 24 hours before the event. - No‑shows will likely be removed and blocked from the group. - Last‑minute cancellations (“flaking”) may also result in group removal, especially when there is a waitlist. 👀 **Attending** **Without** **Being** **on** **the** **Going** **List** - This is a security issue. - **Do** **NOT** **turn** **up** **unannounced**. - If you’re not on the Going list and haven’t arranged it with the organiser beforehand, you will be asked to leave. - Event check‑ins are performed. **🌱Why** **This** **Event** **Exists** A few people have asked me to run something for singles, and Meetup is already full of solo attendees. Dating apps feel like a minefield, and IRL conversations tend to be and are rare and sometimes awkward. So this is an experiment — a soft‑launch into a more human, more organic way of meeting people for singles..

This is July meeting, not June. We read Lech Blaine’s memoir, Australian Gospel, the true story of his stoic parents who were stalked by the mentally ill biological parents of Lech’s foster siblings.

Ease into your Sunday with a calm walk, meaningful conversation, and brunch with new people. This event is all about slowing down, getting out of the house, and connecting with others in a relaxed setting. We’ll start with a casual walk at the Fitzroy Markets so conversations can happen naturally, then continue the morning over brunch. It’s perfect if you want to meet new friends without the pressure of a big social event. You can come by yourself, bring an open mind, and let the conversation unfold. We’ll include a few simple BeSocial prompts to help break the ice and make it easier to get to know each other. Whether you’ve had a busy week, recently moved, or just want to build more real-life connection, this is a gentle way to reset and start the week feeling more connected. **Perfect for:** brunch lovers, Sunday walkers, people who prefer small groups, and anyone looking for genuine conversation. To help you get the most out of the event, we ask that you download our app before you arrive (or upon arrival). The app will be used throughout the event for prompts, activities, and other interactive content so having it ready will ensure you can fully participate. https://apps.apple.com/au/app/besocial/id6759604739 https://play.google.com/store/apps/details?id=com.appetiser.besocial&hl=en **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co, or let the event hosts know on the day.**

Welcome to Respawn’s Gamers Citadel! 🛡️ Come hang out, meet fellow gamers, and enjoy a chill vibe with great food and drinks. 🥤 Entry is $3 or buy yourself a drink or food. 🍲 At the “Gamers Citadel”, we provide the consoles for you and have two multiplayer (2-4 player) game stations (A, B, C and D). For our board games area you are allowed to BYO! 😯 ♟️ Currently available are: Switch, PS1, PS2, SNES, N64, Cardfight!! Vanguard, Yu-Gi-Oh! and more! If you’re bringing anything, please DM us so we can accommodate. ❤️ Conditions of entry are to either purchase any food or drink of your choice and we will provide you a reusable badge to show that you’re one of us! ✌️ Whether you’re a casual player or a hardcore fan, this is the place to be. Don’t miss out on the fun! 🤩 Our games list is below! 👇 Game Station A - PS3: 1st Game: Tekken Tag Tournament 2 2nd Game: Mortal Kombat 9 Game Station B - N64 Emulator - Dean: 1st Game: Conkers Bad Fur Day - 4 player. 2nd Game: Golden Eye 007 - 4 player. Game Station C - PS4 - Michael + Yousef 1st Game: Rocket League 2nd Game: Virtual Fighter 5 Revival Game Station D - TCG + Board Games: Pokémon TCG YU-Gi-OH! TCG UNO JENGA BYO available! You can bring your own board games, controllers, equipment etc. 👍 Follow us on Instagram: @respawn.social 📱 Join us on Discord: https://discord.gg/phscMtBqpW 🎧 Find Respawn on Facebook: https://facebook.com/events/s/respawn-gaming-social-club-lau/940165205164472/ 🔗 Visit our website for all info: https://intermingle.au/respawn/ 👩‍💻

**\-\-\- Follow Us & Get Update On Instagram \-\-\-** [www.instagram.com/kudos2friends](http://www.instagram.com/kudos2friends) We will meet at the starting point, take a pitstop for a coffee, then a long walk along the esplanade and finish off at the Gem Pier. You are welcome to stay back for fish n chips bite or check out some of the locals delicacy by the Gem Pier. If you don’t feel like coffee/bite, you are welcome to just join us for a walk. Take it slow and start from there. Come join us for a chilaxing catchup! **\-\-\- Running Late \-\-\-** If you are running late, please message at least 30mins in advance. We will wait up to 15mins before heading off. Once we start, we won't be able to keep track with messages. **\-\-\- RSVP/ Change of Plan \-\-\-** If you change your plan or decide not to attend. Please update your RSVP, so others can attend. **\-\-\- Intro \-\-\-** Kudos 2 Friends is a Melbourne based community created for individuals who are looking to expand their social circle and form long term friendship overtime. Join us on a fun journey as we explore cafes, restaurants and bars, including drinks, meals, outings, hiking, sporting, chilling, etc. Above all, we’d like to celebrate the importance of friendships. So if you are looking to expand your social circle and explore new adventures and venues in Melbourne, come join us! **\-\-\- Heylo App \-\-\-** We use Heylo App for more fluid communication, including ideas, interest groups, questions etc. Please download the Heylo app from the App store and let the organizer know if you would like to be added to the Heylo Group at the event. We will send an invite to attendees to the group. (give us some time) **\-\-\- Rules \-\-\-** Admin will only add members to the group with a clear profile picture. (No hidden behind sunglasses, masks, drawings) **You might be removed from the group in the case of…** * no show * without a clear profile picture * anti-social behaviour (i.e. acts rude / disrespectful regularly) * take advantage of individuals for personal gain(s) **\-\-\- Privacy \-\-\-** Do not disclose your contact number in this post comment. We will delete your comment/info as soon as we see it to protect your privacy.

💛 KISMETRIX \| True Connection 📍 Alfie's Bar, 167 Franklin Street, Melbourne CBD 📅 Saturday, 4 July 2026 🕖 7:00 PM – 9:00 PM 🎟 Early Bird $20 \| Last Release $30 🥂 Includes a welcome drink on arrival Melbourne Singles Social Event \| Ages 30\+ Looking for a better way to meet singles in Melbourne? Join KISMETRIX for a relaxed singles social in Melbourne CBD, created for people aged 30+ who value genuine conversation, meaningful connection, and meeting people in real life. This isn't speed dating. There are no awkward icebreakers, forced activities, or pressure to impress. Instead, you'll enjoy a welcoming social atmosphere where conversations can happen naturally over a drink, helping you connect with other Melbourne singles who are also looking to meet new people and build genuine connections. Whether you're recently single, returning to dating, new to Melbourne, or simply looking to expand your social circle, this event offers a relaxed and enjoyable way to meet like-minded people face-to-face. Most guests attend on their own, making it easy to join the conversation and feel part of the group. ## What to Expect 🥂 Welcome drink included on arrival 🍸 Full bar available throughout the evening 🤝 Friendly hosts to help create a welcoming and comfortable atmosphere 💬 Genuine conversations with other Melbourne singles 🎶 Great music and a venue where you can actually hear each other talk ✨ A relaxed social experience focused on connection, conversation, and meeting new people ## Who This Event Is For This Melbourne singles event is designed for people aged 30+ who are looking to meet quality singles in a genuine and respectful environment. You'll meet a diverse mix of professionals, business owners, creatives, and interesting people who are open to making new connections. Whether you're hoping to find friendship, dating opportunities, or a long-term relationship, you'll be surrounded by people who are there for the same reason — to meet real people in real life. ## Why Arrive Early? Guests who arrive closer to the start of the event often find it easier to settle in, meet more people, and enjoy the evening at a relaxed pace. ## 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 from 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, respectful, and enjoyable experience for all guests. ## About KISMETRIX KISMETRIX hosts Melbourne singles events and social experiences designed to help people connect naturally beyond dating apps. Our events bring together quality singles who value authentic conversations, meaningful connections, and meeting people in a relaxed and welcoming environment. If you're looking for Melbourne singles events, singles socials, or a better way to meet new people in Melbourne, we'd love to welcome you to the KISMETRIX community. 🌐 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

**Single? 💔** **Over Dating Apps?** **Instantly Get The Dates!** **Meet Someone Today** ❤ . . **Book Through Link to Participate** 👇 [https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026) . . **Want To Meet Someone?** All your friends in relationships? Are you better at talking in person? . . **Get 12 Fun Dates in 1 Night** Easily Meet New People Find someone to share your life ♥ Popular with professionals & everyday people . . **Simply Turn Up... ✅** We do the rest for you Be introduced to each date So you can easily chat one on one . . **Ladies Sit & Men Rotate** Simply rotate every 5mins Get paired & meet each other 👋 Most Come Alone, or Invite Friends . . **Click below to Be Matched (limited places)** [https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026) . . **That’s 12 Fun Mini Dates** Easily meet new people, And see what they're like Enjoy your privacy, I booked us the bar . . **Select Whoever You Like** Anonymously Tick Anyone You Fancy So there’s no fear of rejection 94% get matches the next day ✅ . . **With Equally Booked Ratios** (we advertise everywhere not just on Meetup) There’s plenty of people to meet 50-60 attendees at each event! Most book early, so don’t miss out . . **Must click below to Attend (limited places)** [https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-25-37yrs-4-jul-2026) . . **Still Unsure? 😕** We Get It... But it's the easiest way To meet new people Try a new experience . . **It's Okay to Feel Nervous** It's easy once the first chat starts Every night you’ll meet 12 singles Worst case, you'll make new friends . . **And If It’s Your First Time** We’re all in the same boat ⛵ Just turn up, I’ll find you a seat Every 5mins we rotate everyone . . **You Enjoy Fun Chats** Many have already found love Tick ‘yes’ whenever you like someone Get your matches the next day ❤️ . . **It Builds Confidence** Even if you’re new to the game, You’ll get better at meeting people Introduced to each new person Find friends & new connections . . **Always Heaps of Attendees** ✅ Each week I spend thousands on Google and Meta ads And keep ratios balanced 50:50 So there’s always plenty of people to meet ✓ . . **Whatever You’re Looking For** They’re only one 5min chat away Book now though the link below & find your someone today 👇 View [Melbourne speed dating events](https://speeddatingsocial.au/) on our website

Join us for the Twenty-third Page! Theme: **a book published in the year you were born** Time to dust off the year you made your world debut! This month, we're diving into literary time travel by reading a book published the exact year you were born—no lying about your age allowed. Feel free to bring along any discussion questions you can think of or theme suggestions. Happy reading :) See you there!

We will be heading to Dandenong Ranges to wave 👋 at the passing Train of Lights 🚂 . You will be spellbound as the passing winter steam train illuminates trees, tracks, and the train itself. The walking distance can be found in the description below. Please note that this event is all about waving 👋👋 at the passing Train of Lights 🚂 🚂. **We will not be on the puffing billy train** as the tickets for light of trains got sold out in few hours. Also, we will take a bus replacement (express bus) between Ringwood and Belgarve. Please follow these **two steps** to confirm your spot: **Step 1**: Please RSVP to this event on meetup. **Step 2:** Please pay the Organizer fee ($20 - Early Bird, $25 - Regular) using Trybooking: [https://www.trybooking.com/DNPCT](https://www.trybooking.com/DNPCT) Payments are managed via Trybooking and not meetup. Your meetup status will be shown UNPAID. All you need is a Trybooking ticket which you will receive by email. Trybooking tickets will be scanned at the meeting point. Please note that the ticket will be only refunded if the event is moved or cancelled. There are no refunds. It's also not possible to change the ticket to a new date. **Meeting Point:** Let's meet infront of TimeOut Federation Square at 11:50 AM. Please remember to bring your myki. You will need atleast $4 on your myki or have myki pass. Please make sure you add the money before coming to the meeting point. We should be back in the city around 10:30 pm. **This is a rain or shine event.** **[Google Map Link](https://maps.app.goo.gl/tFkDKkEZ4mXytzSJ6)** **Total Walking Distance:** 6km (part of the walk is through a forest. Please feel free to bring a torch or use the one on your phone). Please wear comfortable walking shoes. Please carry extra layers to keep yourself warm. Cost: Organizer Fee: $20 - Early Bird, $25 - Regular Myki: $4 or Myki pass Please follow us on Social Media for photos, videos & updates: [YouTube](https://www.youtube.com/@explore-melbourne) \| [Facebook Page](https://www.facebook.com/exploremelb) \| [Facebook Group](https://www.facebook.com/groups/exploremelb) \| [Instagram](https://www.instagram.com/xpmelb/) \| [TikTok](https://www.tiktok.com/@exploremelbourne) \| [ExploreMelbourne.AU](https://exploremelbourne.au/) Explore Melbourne is the largest meetup group in Australia. We have eight simple rules in place to protect our community and for everyone to have a positive experience. ❌ Not a dating group! – We’re here to make friends, not find soulmates. No flirty business, please! 📵 No phone numbers, please! – Feel free to swap social media if both parties are cool with it, but let’s keep our digits private. Please don’t add people to WhatsApp or other groups. 🔞 Our events are only open to people aged 18 and older. 📢 Please do not advertise other events or groups. 😅 Don’t be a social octopus! – Give people space to chat with others. Please don't be clingy. 🚗 We don't allow carpooling due to safety incidents/our public liability insurance not covering motor related accidents. 💰 No sales pitches! – No selling, no MLMs, no pyramid schemes, no “life-changing mentorship” offers—let’s keep things scam-free. 📸 Cameras welcome, but… – please refrain from taking photos of our members for privacy reasons. By joining this event, you’re giving us a virtual pinky promise 🤝 that you’ll follow the rules. Break them, and—poof!—you’re out for good. No second chances, no do-overs. Let’s keep it fun, friendly, and drama-free! **Liability Waiver:** The organizer of this group cannot accept any liability for any loss, damage, injury, or accident to participants or their property at this event. By participating in this event, you're taking responsibility for your safety and well-being. By joining this event, you agree to the liability waiver mentioned here: [https://exploremelbourne.au/explore-melbourne-liability-waiver/](https://exploremelbourne.au/explore-melbourne-liability-waiver/)

**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)

Topic to be announced. **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/ **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

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.

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.

Let’s meet and discuss John Updike's Rabbit, Run, the first in his series of four novels following the life, hopes, and disappointments of former local basketball star, Harry "Rabbit" Angstrom, as he fitfully confronts and evades adulthood.

Be prepared for an entirely different type of sci-fi movie! Unofficially, the second movie in director Lars von Trier's "Depression Trilogy," 2011 Melancholia depicts the events that occur before a rogue planet is about to collide with the earth. Considered by many to be a masterpiece, the film was included in BFI's 2022 Sight and Sound Poll of the greatest movies of all time. It is available at the library as well as on Kanopy.