Hyperledger Fabric

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. 📲 One thing before you arrive! One of tonight’s activities uses a feature on the BeSocial app — download it ahead of time so you’re ready to jump straight in with everyone! ⬇️ Download BeSocial: • App Store: [https://apps.apple.com/au/app/besocial/id6759604739](https://apps.apple.com/au/app/besocial/id6759604739) • Google Play: [[https://play.google.com/store/apps/details?id=com.appetiser.besocial&pcampaignid=web_share](https://play.google.com/store/apps/details?id=com.appetiser.besocial&pcampaignid=web_share)] **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,](http://support@besocialapp.co,/) or let the event hosts know on the day.**

This will be an approx 13.5km up and back from outside Sandringham Railway Station to Ricketts Point Cafe and return. We will head along the Beach and sandstone rocks past Red Bluff and Half Moon Bay to Ricketts Point Cafe where we will stop for a morning tea break and then head back along the cliff top path to Sandringham Hotel for Lunch /Drinks. We will walk the 1st half along the Beach and sandstone outcrops. Footwear: trail runners or hiking shoes Please RSVP via DM if you are attending lunch START TIME 8.45am MEETING PLACE : Outside Brumbies Bakery 52 Station st opposite Sandringham Railway Station The walk should take approx 3 half to 4 hours .

**Beginner Dungeons & Dragons Night (No Experience Needed)** Play a fantasy story with a small group. Make choices. Solve problems. Work together. It’s fun, social, and easy because its hosted by a storyteller. **What is this Event** This is a beginner-friendly D&D game. You don’t need to know anything. Most people are new. We teach as we play. **Small groups (limited spots**) Tables of 5–6 players, we wont take anymore than this to maintain a high quality of participants. 12–18 total spots in total. If you see a spot you can make, take it. They fill. **What happens when you arrive** You don’t need to bring anything You’ll be seated shortly after you arrive Most people come alone You will not be the only one. **What you’ll do** Play a character in a fantasy story Make choices with your group Talk, explore, and solve problems Roll dice to determine your success and see what happens (usually shenanigans) Expect to share funny and memorable moments with the people in our network. **What you don’t need to worry about** You don't need to know rules new people won't slow the group down Don't need to bring anything We guide you the whole way (< why this works) **Who this is for** You work a 9–5 and want to meet new people after work or on weekends. You enjoy fantasy stories, books or games You want to try dungeons and dragons You want a curated story games night that will be the highlight of your week. **Frequently Asked Questions... 🕵️‍♂️** **Won't everyone else already know each other?** The only people who know each other are the Dungeon Masters leading each table. We don't allow groups to attend these nights, so at most there is a duo coming who already know each other. Everyone and you are super new to this. **Will I be the only girl at the event?** No, our events are generally 3:1 ratio, most tables I have seen are 2 girls and 4 guys. no promises on any individual night, but you'll find it doesn't impact your enjoyment. **I'm worried I might slow everyone else down?** Not true, pre-filled character sheets take much of the guess work out of learning the game, and the GMs have all taught tens to hundreds of people this game. *The only thing you'll want to remember is the "D20", a twenty sided dice is always used to resolve actions, whether it's picking a pocket, striking a wicked goblin or recalling history on a forgotten ruin.* *Ok, your basically ready now. seriously.* Don't believe me? Come and find out for yourself. **I'm worried I might be too old/too young for this?** so here's what you'll want to know. we usually see attendees anywhere from 19-49 years of age. normally it's 25-35ish as we often curate out events for young professionals and established professionals working locally. But I'll say this: if you get along with a mature audience of respectful people who can collaborate together - you're in for a good time. **Session** 3-hour(ish) game Run by experienced Dungeon Master 2–3 tables each nigh our game roster may include *Dawn's Call* – Heroic Thriller Adventure about Hope *Isle of the Grav*e – Mystery, and survival and fe *The Cost of Ascensio*n – Power, trust, and betraya **Before the event** You may get a message from the organiser Please reply to keep your spot **Attendance policy** Cancel early if you can’t make i No-shows or late cancels may lose future spot **Donation** We take small donations to support the event and our hosts **Dinner** Some of us like to hang out after the game for a bit, usually for eats and chats

## 🔥🧊 **THE LUX AFFAIR – Fire & Ice Bachata Saturday!** 🧊🔥 Bachateros! Get ready for The Lux Affair: Fire & Ice—a night of premium vibes, sleek style, and an incredible community atmosphere. 📍 **THE QUICK DETAILS** 📅 **Date:** Saturday, June 13th 📍 **Location:** Sokol Melbourne (497 Queensberry St, North Melbourne) 👗 **Dress Code:** Guys in Blue (Ice), Ladies in Red (Fire) 💙❤️ 🎶 **Music:** 70% Bachata \| 30% Salsa \| Kizomba & Zouk ⏰ **THE SCHEDULE** **8:00 PM:** Bachata Workshop (Open Level) – Sharpen your style! **9:00 PM:** Social Dancing begins 💃🕺 **10:30 PM:** 🔥 **SPECIAL PERFORMANCE!** 🔥 Don't miss the heat on stage! **1:00 AM:** Close 💰 **PRICING** (Save $$ Online) * **Workshop + Social:** $18 Online / $22 Door * **Social Only:** $14 Online / $18 Door 👉 https://www.trybooking.com/DMDTZ Everyone is welcome! Whether you’re a total beginner or a pro, come experience the best connection in Melbourne. ✨ **RSVP now—let’s turn the floor into Fire & Ice!** ✨ ✨ **OUR CONEXION & COMMUNITY** We pride ourselves on a welcoming, safe, and inclusive environment. To keep the energy positive for everyone, we follow a Code of Conduct and reserve the right to ensure all guests contribute to a respectful dance floor. See you in **Blue & Red**! 💃✨

**Heide Museum of Modern Art & Gardens** Our Sunday Walk this week takes us back to the beautiful Heide Sculpture Gardens and Park on the banks of the Yarra River. An integral part of Heide is its Museum of Modern Art (MoMA) and the grounds featuring outdoor sculptures. With a long history as an artist's retreat and landscape gardens, Heide is a special place for a Sunday Walk. **Start**: Meet at Heide main entrance, off Templestowe Road, Bulleen. We'll meet at the large sculpture display outside the Gallery Shop at the entrance to MoMA. (see main picture here). Note the slightly later Start Time: **9.15 AM** **Parking:** Turn off Templestowe Rd and head for the Lower Carpark (follow signs). If this carpark is full, drive past and follow the road to Banksia Park where there's plenty of extra space, then walk back to the Kitchen. **The Walk**: We'll walk the gardens and parkland of the adjacent Banksia Park before heading back to the Kitchen Cafe for brunch. It's a slightly shorter walk than our usual (about 4 Km) but includes some hilly sections. **Toilets**: Throughout the Park and at the Kitchen area. **Coffee**: At the Heide Kitchen Cafe, where we can also enjoy brunch if you wish.

**Single? 💔** **Over Dating Apps?** **Instantly Get The Dates!** **Meet Someone Today** ❤ . . **Book Through Link to Participate** 👇 [https://speeddatingsocial.au/speed-dating-melbourne-event-34-55yrs-13-jun-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-34-55yrs-13-jun-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-34-55yrs-13-jun-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-34-55yrs-13-jun-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 ✅ . . **Equally Booked Ratios 50:50** (we advertise everywhere not just on Meetup) There's plenty of people to meet 50-80 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-34-55yrs-13-jun-2026](https://speeddatingsocial.au/speed-dating-melbourne-event-34-55yrs-13-jun-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

### 🌿 KISMETRIX \| True Connection x Pun & GainzRun Club Social — Move\, Connect & Meet [Ticketed Event](https://www.eventbrite.com.au/e/jun-14-run-club-x-pun-gainz-move-connect-meet-at-albert-tickets-1990309261579?aff=oddtdtcreator) Hosted by KISMETRIX \| True Connection in collaboration with Pun & Gainz 📍 Meeting Point: Boatshed Cafe, 3 Aquatic Drive, Albert Park VIC 3206 📅 Sunday, 14 June 2026 🕘 Please arrive by **8:45 AM** — we start at 9:00 AM sharp ⏱ 9:00 AM – 10:30 AM 🎽 Dress Code: Comfortable activewear or running shoes ☕ **Ticket includes 1 standard hot beverage after the run** #### **SOME OF THE BEST CONVERSATIONS HAPPEN MID-STRIDE.** There's something about moving together that breaks down walls faster than any icebreaker ever could. The rhythm of a run. The fresh air. The shared effort. The way conversation just... flows. That's exactly why we created this. Kismetrix has teamed up with **Pun & Gainz** — Melbourne-based personal trainers who believe fitness is as much about community as it is about movement — for our first ever **Run Club Social** at the beautiful Albert Park Lake. This isn't a race. It isn't a gym class. It's a relaxed, social Sunday morning run for singles who want to meet real people, in real life, doing something they actually enjoy. #### **🏃 WHAT TO EXPECT** * A PT-led warm up to get you moving and feeling good before we set off * A relaxed run around Albert Park Lake (approx. 3–4 km) at your own pace * Natural pace groups form as you go — runners with runners, walkers with walkers, and everything in between * A supported walk/run option for those who prefer a gentler pace — you're in good company and you'll still see the whole lake * Everyone meets at the Boatshed Cafe at the end — this is where the morning really comes alive * Hot drink included, conversation flows naturally, no awkward formats needed * Coming solo is completely normal — most people do #### **💛 WHO THIS IS FOR** This event is for singles who: * Enjoy being active and want to meet people in a natural setting * Are curious about running or already love it — all paces genuinely welcome * Prefer real-life connection over dating apps and loud venues * Want to be part of a growing community, not just attend a one-off event * Are open to friendship, connection, or something more — without it being the whole point All adult singles welcome, across a wide range of ages. Come solo — most people do. #### **✨ ABOUT THE COLLABORATION** Pun & Gainz are Melbourne personal trainers who bring energy, expertise, and genuine warmth to every session. They believe the best workouts happen when people feel good together — and that's exactly what Kismetrix is built on. Two communities. One Sunday morning. A shared belief that showing up — in fitness and in life — is where everything begins. #### **📋 WHAT TO BRING** * Comfortable running or walking shoes * Water bottle * Sunscreen & a light layer (June mornings can be crisp) * An open, easy-going mindset 💛 #### **🎟️ [TICKETS](https://www.eventbrite.com.au/e/jun-14-run-club-x-pun-gainz-move-connect-meet-at-albert-tickets-1990309261579?aff=oddtdtcreator)** 🌿 Introductory Price: $10 🌿 Introductory Last minutes Price: $20 — includes 1 standard hot beverage after the run. *This is our first Run Club Social with Pun & Gainz. Introductory pricing reflects that — and won't last.* #### **🔔 IMPORTANT NOTES** * Adults only, singles welcome across all ages * No children or dogs — this helps keep the space comfortable and social for everyone * Please arrive by 8:45 AM — we move off at 9:00 AM and cannot hold the group * Tickets are non-refundable but transferable * This is a social connection experience — outcomes are never guaranteed * Kismetrix reserves the right to manage attendance to ensure a respectful, welcoming environment for all #### **🔗 STAY CONNECTED WITH KISMETRIX \| TRUE CONNECTION** 📧 social@kismetrix.com.au 🌐 www.kismetrix.com.au 📱 Instagram: @kismetrix_ \| Facebook \| Eventbrite 🤝 Collaborations: collabs@kismetrix.com.au 📄 By registering\, you confirm you have read and agree to Kismetrix \| True Connection's Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\.

🧵 **Beyond the Label: Layers (Fabrics Edition)** Understanding the stories, materials and certifications behind the products we use every day. As Melbourne settles into winter and we’re all reaching for a few extra layers, we’ll explore the fabrics that make up our wardrobes — and how they influence comfort, quality, and the choices we make when shopping. **Join Eco Impact Tribe** for a relaxed afternoon of coffee, conversation, and connection. We’ll compare different fabric samples, share simple insights, and open up a casual discussion in a welcoming, informal setting. No lectures, no guilt, and no fashion expertise required. Just curious minds, good coffee, and great conversation. 📍Meeting Point: **Three Bags Full, 60 Nicholson St, Abbotsford VIC 3067** ☕ Plan for the afternoon * **1:15 PM** — Arrival, coffee & casual introductions * **1:45 PM** — We gently dive into the conversation and fabric exploration * **2:45 PM** — Wrap up and finish (café close / table release) To support the venue, please buy a coffee and/or snack during the event. \* By joining this event, you participate voluntarily and are responsible for your own wellbeing. A few photos may be taken for community sharing. If you’d prefer not to be included, just let the host know at the start. **Whether you’re interested in sustainability, conscious living, or simply learning something new, you’re warmly welcome.**

**Who We are..... 🤝** Our journey to bring people together began in January of 2022. The group was started with a simple intention to gather and meet some likeminded people - connecting through the powerful act of meditation and sharing our genuine selves while sitting in a circle that represents equality, harmony and wholeness( *we believe everyone in the circle is a teacher and a student at the same time)*. And over the last 4 years of consistently coming together, we have fostered a beautiful, loving, dependable community where members from all walks of life have experienced a sacred space to sit in silence together and meditate, share their authentic selves, give presence to others and forge meaningful and long lasting connections. The Meditations are guided by Sana(co-founder and host), who is a Trained and certified meditation teacher by the Meditation Association of Australia, and has been guiding meditations for 3+ years in corporate and community settings. ✨ **Do you wish to....** * Experience a simple yet powerful meditation and breathing practice to find calm, relaxation and clarity * Connect with like-minded people in your local community and foster meaningful connections * Meet others who are passionate about growing, uplifting themselves, and supporting others * Share insights from your personal journey (or simply listen and learn) Or maybe you just want to... ☮️ **Spend your Sunday evening in a peaceful, zen space and meet new people? Bring a friend (or two!) and let’s connect.** **What’s on the evening’s flow?** * **Open meet & greet** – connect and settle in * **5 min guided meditation** to land into the space and connect within * **Sharing circle** (totally optional!) – share your thoughts or simply listen * **20-30 min guided meditation** – for relaxation and deeper connection **Where?** 📍 **250 George St, Fitzroy VIC 3065** Enter through the church gates. You’ll see a small garden on the left and stairs on the right leading up to the **Dance of Life Yoga Studio (first door on your right upstairs).** **What to bring?** * **Donation:** A contribution of **$15 or more is recommended**. Your donations directly help us cover venue, meetup membership and other costs, provide valuable resources, and keep this meditation community alive and growing. * **Warm jumper/jacket** (just in case!) * **Water** * **Any books/resources/inspiration you’d love to share** **Important Notes:** * Spaces are **limited**, so if you can’t make it, please update your RSVP to “Not going” or send us a quick message. * **No-show policy:** To keep it fair for everyone, repeat no-shows without notice may not be able to RSVP in the future. * Attendees under 18 must have a guardian present. **Everyone is welcome!** All ages (with guardians for under 18), backgrounds, genders, and experiences – no meditation experience needed. The event runs for about **2.5 hours**, but you’re free to come and go as you need.

***Vibe out with your tribe, out. (No coding experience required or expected!)*** Join us for **Vibe Code & Chill: October Edition** on Sunday, October 5th, 2025. This isn’t your average meetup: no stuffy panels, no boring lectures. We’re here to vibe, imbibe, and make progress on our *projects-de-jour*: from AI experiments to Web3 hacks, AR side projects, or just messing around with next-gen tools. ***New to the crew?*** Expect a warm welcome and friendly face to greet you before introducing you around and helping you find your people. We keep it friendly, fun, and inclusive and with free snacks and drinks, you’re covered. Bring your laptop and your best coding mojo. **What to expect:** * **Chill coding & collaboration:** Bring your laptop and your current coding project. Find a spot in our comfortable booths or at tables with fellow coders. This is a space for hands-on work, casual discussions on the latest gizmos, and helping each other out. * **Free refreshments:** Stay fueled and hydrated with non-alcoholic drinks and a selection of snacks provided by the club. The pub has a great range of meals and drinks if you're looking for something more. * **Headphone-free zone (official hours):** You can code in your own world at home! We have a no-headphone policy for the first hour of the meetup. * **Flexible timing:** You're welcome to arrive early and get started before the official event kicks off at 2PM. and you're welcome to stay and vibe on as long as you like. No sweat if you can't stay the whole time, just pop in and join the fun for as long as you can! Come ready to laugh, learn, and grow with a community that's excited by design, tech, and innovation. This is your chance to make new friends, share ideas, and be inspired by fellow driven and generous minds.

✨ **KISMETRIX \| True Connection** [Ticketed Event](https://www.eventbrite.com.au/e/june-14-blackwood-social-afternoon-drinks-for-singles-windsor-tickets-1990554475019) ### **Blackwood Social - Afternoon Drinks for Singles** **📍 Blackwoods Wine & Cocktail Bar — 137 Chapel Street, Windsor** **📅 Sunday, 14 June 2026 · 2:00 PM – 5:00 PM** **🥂 Standard drink on arrival included** **Somewhere along the way, meeting people got lonely.** The apps turned connection into a catalogue. The bar scene stopped feeling worth it. Your social circle calcified in your late twenties and nobody told you how to crack it back open. You're not anti-social. You're not too picky. You're just waiting for a room that actually feels worth walking into. This is that room. #### BLACKWOOD SOCIAL Kismetrix doesn't run singles nights. We build the kind of afternoon where you walk in not knowing a soul — and walk out wondering why Sunday ever looked like anything else. Blackwoods Wine & Cocktail Bar in Windsor is the setting. Unhurried. Intimate. The kind of place that makes conversation feel easy before you've even tried. Our host will be there from the moment you arrive — not to run activities or move you around the room, but to make sure nobody spends their first five minutes standing alone wondering if they've made a mistake. You haven't. We've got you. Name tags on. Guard down. Drink in hand. See what happens. #### WHO THIS IS FOR Professionals and creatives aged 28–42 who are socially confident but privately a little tired of how hard it's become to meet people who actually get it. People who want a relationship, or a friend, or just proof that their city still has interesting humans in it. Most guests come alone. That's not the exception here — that's the point. #### WHAT YOU'RE WALKING INTO 🥂 Standard drink waiting for you on arrival 🍸 Full cocktail and wine menu at one of Windsor's best bars 👋 Name tags — because remembering someone's name is the beginning of everything 🤝 A host who genuinely cares how you feel in the room 📍 Cosy indoors + heated courtyard out back #### WHAT PEOPLE LEAVE WITH Sometimes it's a number. Sometimes it's a new regular at your table. Sometimes it's just the feeling — quiet but real — that your people are out there and you've started finding them. Kismetrix is where that starts. #### TICKETS - [Book Here](https://www.eventbrite.com.au/e/june-14-blackwood-social-afternoon-drinks-for-singles-windsor-tickets-1990554475019) 🌿 Early Bird — $29 (first to go — always) 🌿 Standard — $45 Early bird pricing won't last. Grab yours before it moves. #### 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 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 is Melbourne's premium real-life connection experience — built on the belief that the most important relationships in your life will not begin with a swipe. Every event is intentionally designed, warmly hosted, and quietly obsessed with how it feels to be in the room. We're building something bigger than events. We're building the community Melbourne didn't know it was missing. 📧 [social@kismetrix.com.au]() 🌐 [www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au") 📱 Follow us on Instagram, Facebook & Eventbrite By attending, guests agree to the Kismetrix Code of Conduct: kismetrix.com.au/code-of-conduct

Spiritual bypassing is when your practice becomes a way of avoiding what it was meant to meet. It creates a gap between the awakening that was promised and the life that's still here. The tricky part is that it's difficult to spot. The practice still looks spiritual on the surface. You meditate. You speak about awareness and surrender. Yet the same fear, restlessness and loneliness remain untouched. **What You'll Discover:** In this talk you'll discover what spiritual bypassing actually is, how it hides inside long-term practice, and how to tell the difference between spirituality that integrates and spirituality that avoids. **Schedule** * Talk by Rajiv followed by open Q&A * Guided Meditation * Spiritual networking. Make friends with others on the spiritual path **About Rajiv** Rajiv dedicated years of his life seeking enlightenment. His pursuit for truth, reality, emptiness and self-discovery took him through the profound depths of mysticism. He meditated 14 hours a day, stayed with monks, lived in the Himalayan caves, learned from wise sages and researched every major spiritual system, including Zen, Non-Duality, Yoga, Buddhism etc. Then one momentous morning in 2005, he experienced his first shift into higher states of consciousness, an inner spiritual awakening. This was followed by days of infinite ecstasy and bliss. Finally, the years of seeking culminated and he realised his own true nature. He now shares his deep insights to help seekers progress on the path of awakening & meditation. His approach is secular, based on personal experience. You can read about his spiritual journey here — [https://innerspiritualawakening.com/rajiv-agarwal/my-journey/](https://innerspiritualawakening.com/rajiv-agarwal/my-journey/) **Venue** Kathleen Syme Library 251 Faraday Street, Carlton, VIC We will be in Multipurpose Room 1. We may take some photos to capture the moment. If you prefer not to be photographed, please let the organiser know at any time. This event is free and open to all adult seekers (18+). For inquiries please email Manpreet — [mysteriousmk@yahoo.com](mailto:mysteriousmk@yahoo.com)

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

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.

**\*\*\* We've Moved! Bold Penguin - 6555 Longshore St, Dublin, OH 43017 \*\*\*** Ryan Carroll **Local AI in Rails: Fast, Cheap, and Predictable** Rails apps usually reach for external AI services when they need “intelligence,” but that approach can bring latency, cost, and unpredictability along for the ride. This talk shows a different path: running a Japanese sentiment model directly inside a Rails app, using ONNX Runtime, background jobs, and real-time updates to keep the user experience fast and responsive. Using a small app called **Sentiment Omikuji** as the case study, the talk walks through how the model was trained in Python, exported to ONNX, and loaded into Ruby for local inference. It also covers how Japanese text is tokenized, how the sentiment output drives a fortune generator, and why the app uses Solid Queue to keep model work off the request path. Along the way, the talk explores the tradeoffs of local inference versus API-based LLMs, and why classic machine learning can still be the right tool for focused problems. Attendees will leave with a practical architecture they can adapt in their own Rails applications, plus a clearer picture of when local AI makes sense, how to keep it predictable, and what it takes to make it feel good in a real app. **AGENDA:** * See updates to parking below * Doors open at 5:30, feel free to come and hang out before! * Official start of the meeting is at 6:30pm * After the meeting is done, we will go hang out at a nearby space in Bridge Park! If you can, please sign up via meetup by noon the day of the meeting so we can have an estimate headcount for food :) We always order extra, so feel free to join us even if you don't get signed up! Thank you to Bold Penguin for providing the food and location! **Parking & Arrival:** **Parking:** Parking in Bridge Park is free. The closest lots are the Mooney Garage and the Hotel/Endres Garage. **Entry:** The doors to the office are to the right of PINS. The street level door and elevators lock at 6pm. If you arrive after that, someone should be there to let you in, else call the number posted. Take the elevator to the 2nd floor. Once you exit the elevator, turn right. \*\*\* We are a bunch of professionals, students, and geeks who are excited about Ruby programming language ([http://ruby-lang.org/](http://ruby-lang.org/)) and Rails framework ([http://rubyonrails.com/](http://rubyonrails.com/)) and the joy they have brought back to web development. Our main goal is to share the love of the Ruby and Rails ecosystems with anyone that is interested. We cater to everyone, whether a non-programmer through advanced Rubyists. * We give lectures on programming topics * We freely provide decades worth of experience * For full details of this month's meeting please visit [http://columbusrb.com](http://columbusrb.com)

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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