Building Information Modelling - BIM

**Welcome to our Linguas Thursday Social + Language Exchange Meetup 🌍** We meet weekly at **Thursday — Asian Beer Café** **Level 3, Melbourne Central** **211 La Trobe Street, Melbourne VIC 3000** Follow us on Instagram: [https://instagram.com/Linguas.AU](https://instagram.com/Linguas.AU) We will be in the area called the Chairmans Lounge. It is roped off. We ask that you **purchase a drink at the bar** or **pay $3.5**. *** ### 💬 Find your people (New!) Looking to practice a specific language? Post in the discussion using: * **#LearnSpanish** * **#LearnEnglish** * **#TeachEnglish** * **#LearnJapanese** * etc. 👉 This helps others find you faster and makes it easier to connect. *** ### *** ### ⏰ What to expect We consistently have **100–120 attendees** every Thursday (across multiple Meetup groups). People arrive at different times — **best time to come is between 6PM and 9PM.** Come solo or with friends — most people come alone and join conversations naturally. *** ### 🌏 Who attends? A mix of: * Native & non-native English speakers * International students * Backpackers & working holiday travellers * Professionals & expats * Local Australians You’ll meet people from: Europe, China, Japan, Korea, Latin America, and more. *** ### 🗣️ Why join? 👉 A relaxed, social way to practice English 👉 Meet people from around the world 👉 No pressure, no structure — just conversations *** ### 🍕 FREE DRINKS & FOOD FOR FRIENDLY VOLUNTEERS! We’re looking for **friendly volunteers** to help welcome newcomers and keep the vibe social. 👉 You’ll get: * Free drinks (beer/soft drink) * Food (pizza, wedges, etc.) * A fun team to hang out with No experience needed — many of our volunteers are **first-timers too**. Interested? 👉 [www.Linguas.au/Volunteer](www.Linguas.au/Volunteer) *** 📲 **More info:** [https://instagram.com/Linguas.AU](https://instagram.com/Linguas.AU) or **@Linguas.AU**

Welcome to Elixir Melbourne's monthly meetup. Where we go over Elixir ecosystem news, listen to great talks, and socialise with other Elixir developers of all levels. There are still speaking spots open. If you want to talk about anything Elixir related, get in touch. This is the last meetup at SuperAPI's HQ on Little Collins st. Next month we're moving to SuperAPI's NEW HQ on Collins st (about a block away). details to follow. **Agenda** * 6:00pm - Arrive, socialise * 6:30pm - Welcome; introduction; “who’s hiring” pitches. * 6:45pm - Braidon Whatley and Julian Doherty - "Finding '[quadratic-time decoding of nested query/body parameters enables denial of service](https://cna.erlef.org/cves/CVE-2026-54892.html)' CVE in Elixir Plug and what it means". * 7:15pm - Food, socialise * 7:45pm - Maybe another talk (speaking spot open!) * 8:15pm - Finish up and head to Saving Grace downstairs (32 Church Ln, Melbourne, VIC 3000) **Sponsor** Huge thanks to [SuperAPI](https://superapi.com.au/) for catering and venue.

**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

Smashing! Try something new Thursday Interactive reality workshop - Tonight learn how to respond to questioning, by thinking on you feet Serious about improving your leadership - **Why mess, come to the best** Why is Smashing different to other speaking clubs? Just two member's thoughts, "The fun/laughs factor is definitely a point of difference. We keep it moving with high standards so it’s a nice balance. Too strict makes it tense and boring, too loose and we can lose the energy/commercial feel. SmashSpeak's vibe's in the sweet spot." "At other clubs I used to listen to long speeches and lectures, here we get so many chances to talk every meeting, that we have to improve" **Free parking** close: O'Connell and Cobden streets **IMPORTANT: Be on time, as doors close when the show starts** “Proudly Australian" – Free-flowing teamwork, greater good focus, sharing the stage, etc Multicultural Hub, 506 Elizabeth St (Opposite Queen Vic Market) Level 1, PURPLE Room (End of corridor) More to come...

## Bachata Vibes Thursdays — Student Night in St Kilda Looking for a fun Thursday night out that is social, affordable, and beginner-friendly? **Bachata Vibes Thursdays** is a Latin dance night designed for university students, young professionals, and anyone who wants to meet new people, learn something new, and enjoy great music in a relaxed, welcoming environment. No partner? No experience? No problem. We start the night with beginner-friendly salsa and bachata classes, then open the floor for social dancing so you can practise, connect, and enjoy the vibes. **Schedule:** **7:00pm** — Salsa Class **8:00pm** — Bachata Class **9:00pm** — Social Dancing **Student Entry:** $15 entry for full-time university students with valid student ID. **Venue:** Victorian Pride Centre 79–81 Fitzroy St, St Kilda Expect good music, friendly people, Latin vibes, and a fun social atmosphere. Come solo, bring friends, or make new ones on the night. **Beginner friendly. No partner needed. All levels welcome.**

Join us for an evening of learning, networking, and knowledge sharing as we explore how organisations create secure, well-governed cloud environments. Our speakers will discuss practical approaches to identity governance, cloud security, and business-driven decision making, sharing real-world experiences and lessons learned along the way. Whether you're working in cloud, security, business analysis, or just keen to expand your knowledge, we'd love to see you there! **Topics:** **1\. Business Analysis with AWS Security Services: GuardDuty\, Security Hub and IAM Access Analyzer** Business analysis enables change within an organisation by defining needs and recommending solutions that deliver value to stakeholders. When applied to AWS security, it ensures services are purposefully aligned to the organisation's risk appetite, strategic goals, and compliance obligations. It transforms Amazon GuardDuty from a threat detection tool into a quantifiable risk reduction investment, elevates AWS Security Hub from a technical dashboard into an executive-facing compliance reporting engine, and repositions IAM Access Analyzer from a policy scanner into a governance framework that protects against the most common causes of cloud breaches. Together, business analysis connects all three services into a coherent, measurable, and business-driven security strategy that enables organisations to make smarter, faster, and more confident decisions. **About the speaker** [Hazra Ali](https://www.linkedin.com/in/hazra-ali-a3777297/), a Business Analyst at WorkSafe Victoria, has more than 12 years of experience in Information Technology specialising in banking and finance sector in business analysis, software development, incident management and customer service. **2\. Multi\-Cloud Identity Governance: Reducing Risk Through Ownership\, Lifecycle\, and Assurance** In this session, we will be exploring how managing identity and access becomes more complex in multi-cloud environments due to the rapid growth of identities, systems, and permission models, and how identity governance brings structure, visibility, and control through three key principles - ownership (clear accountability for identities and access), lifecycle (managing access from creation to timely removal), and assurance (continuously validating that access remains appropriate and secure) to help reduce risk, improve control, and enable secure, scalable operations across modern distributed environments. **About the speaker** [Amitha Shree](https://www.linkedin.com/in/amithashree/) is an Identity Governance Manager at nbn® Australia. **Agenda:** **5:30pm** – Food and networking **6:00pm** – Presentation 1. Business Analysis with AWS Security Services: GuardDuty, Security Hub and IAM Access Analyzer **6:40pm** – Presentation 2. Multi-Cloud Identity Governance: Reducing Risk Through Ownership, Lifecycle, and Assurance **7:20pm** – Networking We’re incredibly grateful to our sponsors [Confluent](https://www.confluent.io/), [Mantel](https://mantelgroup.com.au/) and [REA group](https://www.rea-group.com/) — for supporting our community and making this event possible. Join us for an evening of learning, meaningful conversations, and great company, we can’t wait to see you there!

**Location:** Brighton Library - Booked Private Meeting Room **Spots:** 8 maximum *This is the first one. Come help us figure out what it becomes.* The Founders Council is a weekly gathering for women in Melbourne's south-east who are building something — a business, a side project, a creative practice, an idea that keeps coming back. It is not just a networking event. It is not a workshop. It is a council — a small room of women who show up weekly (or help out the one-off joiners to the group) to give and receive honest input from people who are in the same season of building but might be doing it alone. You will meet other girls who are building something too, let's help each other out with whatever each of us is working on. Share your inputs and ideas. Because I believe we have so many skills and pieces of knowledge that can help the person next to you. This can be your accountability group come when you can, touch base and keep yourself accountable with what you planned to build. **Session 01 will run like this:** We will start with a quick round of names and what everyone is working on — thirty seconds each. Then the council opens. Anyone who wants to bring something gets fifteen minutes — a problem, a decision, a pitch to test, something they need honest eyes on. (You can also treat this as your accountability group where in your 15 minutes you can share what your plan is for this week. Then come again next week to check in and plan the next week) The group responds. Not with prescriptive advice. With real honest reactions from people who get it. We close with each person naming one thing they are doing before next week. That is it. That is the accountability. Then the last thirty minutes are open — coffee, conversation, the kind of talk that only happens when the room is right. **You do not have to share anything.** Come and contribute to the group. Listen. Give your perspective on someone else's problem. That seat is just as valuable as any other. **Who belongs here:** Women aged roughly 20 to 40 in Melbourne's south-east who are actively building something. Early stage, side hustle, just an idea — all welcome. The only thing that connects everyone in the room is that you are building and you want to be around others who are doing the same. **What to bring:** Yourself. Coffee. Optionally — one thing you are working on or stuck on that you would like the group's eyes on. **Spots are limited to 8.** Small by design. The council only works when the room is small enough for everyone to have the time to share and get the response. *This is a weekly event. Come once or come every week — no commitment required. The door is always open.* Started by Veronika — Bayside local, building an app for couples, and someone who started this group because she needed it and could not find it.

**\*\*\*RSVP PROCESS - CRITICAL INFO\*\*\*** Please be aware, we don't use the Meetup website to take RSVPs, so you will need to register on this link to lock in your place (bookings essential) - [https://propdev.info/uMKh](https://propdev.info/uMKh) We run events most weekends around Australia so you can attend either physically in your local area, or live-stream to any event around the country. **In-Person:** 1:30pm (Melbourne time) to 'Mingle With The Expert' **Virtual:** 2pm (Melbourne time) **INTRODUCING THE INDUSTRY EXPERT:** *Finance Secrets Smart Developers Use! AUSUN Finance (Thomas Tang)* You’ve found a great site. The numbers work. Then the finance falls apart. The loan gets declined. Conditions change midway through the deal. Settlement gets delayed. Or worse… the project never happens at all. For many small-to-medium developers, the biggest risk isn’t finding the deal… it’s getting the finance right. And most people make the same mistakes: Using inexperienced brokers, approaching the wrong lenders, presenting deals poorly, or not understanding how lenders actually assess development projects. That’s why we’re excited to have Thomas Tang from AUSUN Finance joining us as our next Industry Expert at Property Developer Network. Thomas specialises in Construction & Development Finance and has been involved in funding countless development projects across the country. As a second-generation developer with one of the highest lending volumes nationally, Thomas understands exactly how lenders think, how brokers and bankers operate behind the scenes, and what developers need to do to position themselves correctly in today’s market. In this presentation, Thomas will break down: • What lenders are REALLY looking for right now • Why deals get delayed, declined, or repriced • The biggest mistakes developers make when applying for finance • How to build long-term relationships with the right lenders and brokers • What you can do immediately to improve your chances of funding success Because in today’s market… the developers who understand finance are the ones still getting deals done. **INTRODUCING THE REAL DEAL:** *1 into 4 Townhouses (Helen Shao)* *1042m2, NRZ, Boroondara, Victoria* You’ve finally secured a development site. Council approvals are underway. The builder is ready to go. Then the market shifts. Town planning drags on for months. Uncertainty kicks in. And suddenly you’re left wondering… “Do I push ahead… or wait?” For many small-to-medium developers, knowing when to move — and when to hold back — can make or break a project. That’s why we’re excited to have Helen Shao joining us to share her latest Real Deal project at Property Developer Network. Using a delayed settlement strategy to secure the site, Helen navigated the uncertainty of the Covid-19 period while managing lengthy town planning delays and carefully timing the start of construction as the market stabilised. In this Real Deal presentation, Helen will walk you through the realities of managing a development during uncertain market conditions, including: • How delayed settlement helped secure the opportunity • The impact Covid had on planning and timing • Lessons learned through lengthy approval delays • How the project stayed on track during construction • What she would do differently next time If you’ve ever wondered how experienced developers adapt when the market throws curveballs at them… this is a presentation you won’t want to miss. **This is your chance to talk property with other enthusiasts!** See you all soon!

🎟️ **Registration is essential. Tickets must be purchased in advance via** [TryBooking](https://www.trybooking.com/events/landing/1546728). Registration through Meetup alone does not secure your place. **Ever walked out of an interview wishing you'd explained yourself better?** Or found yourself struggling to organise your thoughts when speaking in a meeting, presentation, or important conversation? Speechcraft is a practical, hands-on program designed to help you communicate with greater clarity, confidence, and impact. Across three interactive sessions, you'll learn how to structure your ideas, speak with purpose, and deliver messages that people remember. Hosted by Southbank Toastmasters, this supportive workshop series combines expert guidance, real speaking practice, and constructive feedback in a friendly environment. Whether you're preparing for interviews, presentations, leadership roles, or simply want to become a more confident communicator, Speechcraft will give you skills you can use immediately. **Important:** This is a complete three-session program. When you purchase a ticket, you'll automatically be enrolled in all sessions.

**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.

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 - PS2: 1st Game: ??? 2nd Game: ??? Game Station B - ??? - Dean: 1st Game: ??? 2nd Game: ??? Game Station C - ??? - Michael 1st Game: ??? 2nd Game: ??? 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/ 👩‍💻

🥒🎾 **Social Pickleball - All Levels Welcome!** 🥒🎾 **📢 [Instagram: @rmit_pickleball](https://www.instagram.com/rmit_pickleball/)** **📢 [WhatsApp: RMIT Pickleball Club](https://chat.whatsapp.com/G7VE0NcThWWIgLnnJBVQBq)** **🏓 Paddles and balls provided! Beginner friendly - simply show up and we’ll teach you the basics 🎾** Grab a paddle, play pickleball, and meet new people! **👥 Who is it for?** * Members of public and RMIT students * Complete beginners * Intermediate players * Advanced players (up to DUPR 4.5 expected) **✅ How to join?** 1. **Become a club member** [at the RMIT Store](https://store.rmit.edu.au/pages/club/pickleball) (one-off payment) 2. **RSVP** on Meetup to join the session 3. When marked as **“Going”**, pay for the session: **\- Payment link** is in the **comment section below** (posted 1-3 days before) \- Use your RMIT Store account with a club membership \(from step 1\) 4. Can’t attend? Update your RSVP to “Not Going” **⏳ Priority on waitlist** 1. Clear Meetup profile with name and photo 2. RMIT students 3. Regular attendees **📆 On the day** * New players, please **introduce yourself to the host** * New players wanting a **rules intro**, please arrive on-time and ask a host * Have your **emailed ticket receipt ready** \- it will be checked on the day **🔄 Cancellations and Refunds** * No refunds for change of mind, non-attendance, or no-shows * Refunds only if the event is cancelled (weather or court availability) * Credit for a later session may be offered by agreement in case of event cancellation * Pay only when we share the payment link in Meetup - using old links is at your own risk Whether you are new to pickleball or a regular player, this is a great way to get some games in and connect with the community. Come solo or bring a friend - everyone is welcome! **👉 Spots are limited, so RSVP early! 👈**

🥒🎾 **Social Pickleball - All Levels Welcome!** 🥒🎾 **📢 [Instagram: @rmit_pickleball](https://www.instagram.com/rmit_pickleball/)** **📢 [WhatsApp: RMIT Pickleball Club](https://chat.whatsapp.com/G7VE0NcThWWIgLnnJBVQBq)** **🏓 Paddles and balls provided! Beginner friendly - simply show up and we’ll teach you the basics 🎾** Grab a paddle, play pickleball, and meet new people! **👥 Who is it for?** * Members of public and RMIT students * Complete beginners * Intermediate players * Advanced players (up to DUPR 4.5 expected) **✅ How to join?** 1. **Become a club member** [at the RMIT Store](https://store.rmit.edu.au/pages/club/pickleball) (one-off payment) 2. **RSVP** on Meetup to join the session 3. When marked as **“Going”**, pay for the session: **\- Payment link** is in the **comment section below** (posted 1-3 days before) \- Use your RMIT Store account with a club membership \(from step 1\) 4. Can’t attend? Update your RSVP to “Not Going” **⏳ Priority on waitlist** 1. Clear Meetup profile with name and photo 2. RMIT students 3. Regular attendees **📆 On the day** * New players, please **introduce yourself to the host** * New players wanting a **rules intro**, please arrive on-time and ask a host * Have your **emailed ticket receipt ready** \- it will be checked on the day **🔄 Cancellations and Refunds** * No refunds for change of mind, non-attendance, or no-shows * Refunds only if the event is cancelled (weather or court availability) * Credit for a later session may be offered by agreement in case of event cancellation * Pay only when we share the payment link in Meetup - using old links is at your own risk Whether you are new to pickleball or a regular player, this is a great way to get some games in and connect with the community. Come solo or bring a friend - everyone is welcome! **👉 Spots are limited, so RSVP early! 👈**

**Kindness Conference 2026** Registration required. Visit [www.kindhelp.org](http://www.kindhelp.org) to register! Imagine a future intentionally shaped by kindness: let's build it together with on **Saturday, July 18th at the Junto Hotel in downtown Columbus!** The function of our conference is to help people develop the skills to build kind community and provide opportunities to increase in-person connection and support in each other’s lives. **This conference is for any of us who are:** · Feeling isolated and lacking community in our current society · Wanting to make a difference in our own lives and the lives of each other · Anyone who is just wishing to create something better! **We will build more kind community by:** · Developing formats for building community-based infrastructure where existing systems are failing that anybody can use · Providing the tools that help people connect in-person and practicing using those tools together · Implementing Universal Design so that no one gets left behind **Opportunities and practical tools we are offering:** · Lunch! · Community-Building Toolkits for people to take home · A chance to build lasting friendships and supportive connections · Opportunities to share referrals, strategies, resources, and the kind of connected support networks many people receive through family, but that those without community and family are often lacking · Ongoing community dinners, free workshops, and other events where people can connect **Participants also have the opportunity to receive CE credits from the Ohio CSWMFT Board.** We are just getting started! This is one of many upcoming events where we can continue making kind community together. **Who else should be here?** Share this opportunity with anyone else who you think might want to build kind community! For more information and to register visit [www.kindhelp.org](http://www.kindhelp.org/). If you would like to help us plan the day, we would love to connect email us at [info@kindhelp.org](mailto:info@kindhelp.org)!

**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)

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

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.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

Communication is everything in life You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio 1266 Dublin Road, Columbus, OH 43215 For more information, contact Rhiannon, the Event Host at 614-221-5024

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.