Identity & Access Management

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

**Third Monday of Every Month\, Trivia starts 7 PM \| Free Entry \| Prizes & Glory Await** Strut in, sass up, and get ready to slay. Drag Trivia is taking over the Tavern. Gather your crew, beat that mug, and prepare for a night where **charisma meets cunning** in a fabulous battle of brains. Hosted in the heart of our bustling Fortress Tavern, this isn’t your average trivia night. Expect a **chaotic blend of pop culture, gaming, queer icons, fantasy, film, and fierce curveballs**, served with high heels and higher stakes. 🎁 **Epic Prizes** 🍹 **Themed & Fabulous Cocktails** 👾 **Gaming Lore & Curveball Rounds** 🏳️‍🌈 **Pride Energy** Whether you’re here for the glory or just for the vibes, Fortress Trivia Night is your new Monday night quest. Entry is free, but tables fill fast, so rally your crew and **[book your spot](https://events.humanitix.com/melb-drag-trivia-fortress)**[.](https://events.humanitix.com/melb-drag-trivia-fortress) *Registered attendance on Meetup doesn't guarantee you a ticket.* 🤳Hosted by the fabulous **Kali Forni-Kate** **TERMS & CONDITIONS** * *Fortress Melbourne is a licensed venue, and as such, a valid ID is required and checked upon entrance to the premises.* * *Unaccompanied minors are not permitted in the venue at any time. Please make sure any guests under 18 are accompanied by a responsible adult at all times.* * *Minors are not allowed in the venue past 8:00 pm; as such, Drag Trivia is an 18+ Event* * *Any drink tokens must be redeemed on the day of the event, and standard RSA applies* * *No outside food or drinks.* *More information on valid forms of identification and Fortress' minors policy can be found here: [www.fortress.games/minors/](https://www.fortress.games/minors/)*

Welcome to the Melbourne 40+ gay men support group! My name is Steven Cabral and I am a trained group facilitator and counsellor. The idea for this support group was born out of a gap in community service that I observed where mature aged gay men could share and relate to each other in midlife. I found that most of the services seem geared towards the younger generation and rightly so, but I feel there is a particular experience in middle age and onwards that needs to be honoured, supported, and acknowledged. As we transition into a different phase of life, we are faced with a different set of challenges. It is my belief, from my own experience, that some of these are directly, but not exclusively, tied to our sexuality and that can influence self-actualisation later in life in various ways. Some of us may be carrying trauma from a time where we weren't as readily accepted. This may be seeping through other areas of our life and affecting our beliefs of self-worth and love, completely unbeknownst to us. Some of us may be feeling alone at this phase in our lives because we didn't follow the well worn societal map followed by the majority; such as having kids and partners. As a result, we may feel alone in a peer groups or especially within our own families. Some of us may simply be struggling to navigate this new phase and all that it entails ranging from dating in middle age to bigger questions of how to find meaning and purpose in our lives. Some of us may be dealing with grief. If any of this resonates with you, then I want you to know that you are not alone. My hope for the group is that you feel a sense of belonging and shared experience. That, in of itself, can be extremely healing. The group is not a substitute for therapy, but a safe space to share and connect with others on a similar journey and to find and give inspiration. The group is specifically targeted to gay men who are aged 40+ due to the topics covered. Due to the limitations of the space and the need to keep it intimate, there is a maximum of 10 attendees. Venue: Sussex Neighbourhood House Inc. 7 Prospect St, Pascoe Vale VIC 3044 Date/Times: Once a month on Mondays 7:30pm - 9:00pm \*\* Door will be closed 5 mins after group starts so as not to disrupt the group. Booking a spot in group: If it is fully booked, please ALWAYS go on Wait List - the app automatically gives you a spot as soon as someone drops out. I will reminding RSVP'd attendees to change their RSVPs to *Not Going* if they are no longer going, so that those on the Wait List get their place. If you regularly don't show up and don't let me know - I will be in contact to see if there are any issues. Fees: $10.00 This purely to cover the cost of the venue where group is held as well as Meetup subscription. Guidelines: An opening creed will be read at the beginning of each group session. It is paramount though that ALL attendees feel safe, welcomed and respected at ALL times. The group acknowledges the traditional owners of the land and I'd also like to extend that acknowledgement to those with lived experience of mental health challenges. Thank you so much for reading this far - I look forward to meeting you in person. Remember, it only takes a baby step to start change. Please message me directly with any questions. Steven Cabral.

Meetup Event organizers wanted. If you have something to help people in this group that you want to invite them to step up as event organizer. Contact me via meetup and let me know what you have in mind organizing how often and where.

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

Join us at Eltham Leisure Centre for a FREE fun-filled Walking Football Mixed Gender Session, brought to you by Walking Football 4 Health Victoria. This event is designed for anyone looking for a low impact sport to stay active, be part of a welcoming community, and most importantly have fun. Our friendly host, Paul, will be there to introduce you to walking football, ensuring a safe and engaging experience. Don't miss out on this opportunity to engage in sports, socialise, and promote a healthy lifestyle in a welcoming community environment. There is no cost for this program. Sign up now and be a part of this exciting Walking Football Session. If you wish to contact the organiser, Mick directly, you can do so on: 0430 163 550 Email: info@wf4hvictoria.org.au Website: [Walking Football | Walking Soccer | Walking Football 4 Health](https://wf4hvictoria.org.au/) Facebook: [Walking Football 4 Health Victoria Group | Facebook](https://www.facebook.com/groups/wf4healthvictoria)

Welcome to Melbourne Volleyball Academy. 🤗 **[[WHAT]]** This session is specifically for games only (no training). There will be a cap of 18 players, allowing for 3 teams of 6. Games will be played to 15 points, with a cap at 18 points. These games are intended to be played at a high-intermediate(BB)/advanced(A) level. Please see an explanation of skill levels on our website here: https://melbournevolleyballacademy.com.au/skill-levels-explained **[[WHO]]** The session is intended for Intermediate players. Players should be able to: * Have strong fundamentals for all volleyball techniques * Serve receive a majority of serves well & serve over the net consistently * Basic understanding of 5-1, and 6-2 systems (we do not play a pass middle 4-2 system in this session) * Have an understanding of base defense * Know all/most volleyball rules Players that are not of the intermediate(BB)/advanced(A) level will be asked to leave as we want to ensure that all players have an enjoyable time playing. **[[HOW MUCH $$]]** $14 card payment will be processed on the day via square reader (EFTPOS). **[[WHEN]]** The stadium is booked from 7 PM-9 PM weekly, every Monday. However, feel free to come early and stretch as the Community Centre is open earlier. Last minute dropouts and no shows will have a zero-tolerance policy going forward. All players are expected to update their RSVP at least 24 hours in advanced if they are unable to attend. This applies to players on the going list and the waitlist. **[[OTHER DETAILS]]** Only those on the “going” list are permitted to play. If you are on the waitlist, or not registered at all, you will not be permitted into the gymnasium.

*Are you a business owner or IT professional in Melbourne wondering if your organisation is actually secure?* *In this free 90-minute session, Deep a working security operations professional — walks you through how real attacks happen against small and medium businesses, what attackers look for, and the practical steps you can take without an enterprise budget.* *What we'll cover:* *— How phishing and identity attacks actually work* *— Why Microsoft 365 misconfigurations are the #1 entry point for SMBs* *— What endpoint protection actually does (and doesn't do)* *— How to prioritise your first 3 security improvements* *This is a no-jargon, hands-on session. Bring your questions.*

Hi Architects, Welcome to our next AWS Melbourne Well-Architected User Group Meetup for 2026, including more exceptional speakers and topics! :-D At each meetup we covered off various pillars in detail, best-practices and insights from industry leaders that specialise in the Well-Architected Framework. And giving away drones, of course. Lots of drones. **Please also note that AWS Security now requests a company name and company email where it is available. If you are a student, please list your institution and your student email address at that institution 👍** We’ll be updating throughout the month with more speakers and our speakers so far this month include: * **Mike Taylor, Solution Architect, TiDB** **Well-Architected Data Foundations for Agentic AI: Lessons from Kimi and Manus** As AI transitions from static prompts to autonomous, action-oriented agents, traditional data architectures often break down under the pressure of unpredictable scaling and relentless write workloads. We will explore the infrastructure of two massive-scale AI platforms, Kimi and Manus, through the lens of the well-architected framework. * **Mystery Speaker** **Well-Architecting AWS Marketplace** In this talk we will dive deep into the good, the bad and the ugly of AWS Marketplace, how to maximise traction and minimise the gotchas. This month's menu will include: * Pizzas * Beer: Nastro Azzurro * Wine: Big and red 🤤 NB: Please check in up the stairs from the ground floor to the Mezzanine Level. So come join us at 5:30 for a 6pm **SHARP** start, followed by beer, wine, pizza and friendly networking after our talks :-) Tired of Linkedin’s "thought leadership”, spam and advertising? Join https://well-architected.me/ , the AWS community built for architects, developers and cloud professionals. * Connect with experienced AWS practitioners * Preview upcoming AWS Meetups and relive past content * Create and review beautiful AWS case studies in minutes * Prepare for AWS certifications with curated quizzes * Show your manager and reports you’re well-architected (Please note that by registering to attend you agree to your details being shared as and where required with Amazon Web Services and AWS Well-Architected User Group partners)

**Details** Join us for networking, drinks and a good time catching up with fellow Power BI and Microsoft Fabric enthusiasts **Agenda:** 5:30PM - 6:00PM Welcome and Networking 6:00PM - 7:00PM Speaker Session **Topic:** An Evening with the Microsoft Fabric CAT Team **THE SPEAKER -** Phil Seamark - Phil Seamark works on the Microsoft Fabric CAT team and is an accomplished database and business intelligence (BI) professional. Phil has an in-depth knowledge of the Microsoft BI stack along with extensive knowledge of data warehouse (DW) methodologies and enterprise data modelling. Phil has expert knowledge in all facets of BI/DW including planning architecture, project management, dimensional modelling, performance tuning, ETL design, development and optimisation, report and dashboard design as well as installation and administration. Phil has written several books DAX and Data modelling and has also blogged extensively at dax.tips **THE SESSION** The Microsoft Fabric CAT (Customer Advisory Team) is touring ANZ and dropping in for an evening with us. Expect demos, war stories, and straight talk about what's working (and what isn't) at the biggest Fabric customers in the world. We'll range across the stack, covering OneLake, semantic models, Spark, real-time intelligence, performance, and whatever has just shipped. Plenty of time for Q&A, plus a few hot takes from the product group. Bring your hard questions. **Sponsors:** **Vivanti** A big thank you goes out to our sponsor, Vivanti, for their support of this Meetup; providing the venue as well as drinks for attendees. **GET AI** A big thanks to GET AI for sponsoring the food. GET AI is a Microsoft speciliased consulting company focussed on building AI solutions in the Microsoft Ecosystem https://www.getai.com.au

**Every Friday \| 6PM \- Late \| Free Entry** 🎉 *The ultimate weekly hangout for Magic players - new and experienced alike.* Unleash your inner planeswalker at **Mana on Tap**, a free weekly Magic: The Gathering event hosted in Fortress’s Arena. Whether you’re a seasoned spell-slinger or brand new to the game, join us every **Friday night from 6 PM to Late** for games, drinks, and good vibes with fellow Magic fans. ### **Learn to Play** Just picked up your first deck? Want to learn the ropes? Borrow a starter deck for free at Fortress and join a casual Learn to Play session hosted by friendly game guides. Meet fellow new players, pick up tips, and duel in a relaxed, welcoming setting. ### **Play Your Way** Casual, competitive, or something in between, **all formats are welcome** (though most people play Commander). Whether you’re into Commander, Pauper, Standard, or Modern, there’s a seat at the table for you. Bring your deck or borrow one, and play at your own pace. ### **Commander Conclave** Our spacious Arena is perfect for **Commander Night**. Dive into multiplayer games, meet fellow enthusiasts, and enjoy stellar lighting, comfy seating, and easy access to food and drink from our full-service bar. Order via buzzer and get back to the action faster. ### **The Venue** Held in **The Arena** at Fortress, enjoy plenty of space, low-volume ambience, and on-tap beverages while you play. Stay fueled with food and drinks delivered straight to your table - no need to pause the game. **TERMS & CONDITIONS** * *Fortress is a licensed venue, and as such, a valid ID is required and checked upon entrance to the premises.* * *Unaccompanied minors are not permitted in the venue at any time. Please make sure any guests under 18 are accompanied by a responsible adult at all times.* * *Minors are not allowed in the venue past 8:00 pm* * *No outside food or drinks.* *More information on valid forms of identification and Fortress' minors policy can be found here: [www.fortress.games/minors/](https://www.fortress.games/minors/)*

The MLAI Meetup is a community for AI researchers and professionals which hosts monthly talks on exciting research. Our format is: * 6:00 - 6:20: Socializing * 6:20 - 6:40: Announcements and AI news * 6:40 - 7:40: Talk(s) and Q&A * 7:40 - 8:00 Networking * 8:00: Head to the nearest pub for dinner **Elena Tartaglia: "Do initial attack models work for triage?"** **Talk description:** Initial attack refers to the first set of firefighting actions undertaken at a newly reported fire, with the aim to control the fire’s spread. When multiple fires are reported and resources constrained, decisions need to be made about triaging fires for an escalated response. We developed empirical initial attack models for grass and forest fires for the specific purpose of triaging fires. Using a recently developed dataset of spreading fires, we tested three statistical modelling techniques to estimate the probability of unsuccessful initial attack. We assessed the models' performance and how practical it would be to use them in an operational setting using statistical techniques and case studies. In this talk, we will discuss how the models have limited skill overall and are unable to distinguish fires where bottlenecks affect the initial attack suppression. We will highlight the importance of taking an application specific approach to developing and validating initial attack models. A preprint of this work can be found on [bioRxiv](https://www.biorxiv.org/content/10.1101/2025.07.31.668020v2). **Speaker bio:** Dr Elena Tartaglia is a Principal Data Scientist at the Victorian government Department of Energy, Environment and Climate Action, where she has worked for the past three years in Bushfire and Forest Services (BFS). BFS works to keep Victorians and the things they care about safe from bushfires, through land management actions and by responding to bushfires on public land. Elena and her team use statistics and machine learning to support data-driven decision-making in BFS. Elena is also the current President of the Victorian and Tasmanian Branch of the Statistical Society of Australia. **Ping Siriamnat: "Impact of fire suppressant drops on fire severity"** **Talk description:** One of the common suppression methods of bushfires is aerial drops, but there is limited research on its effectiveness. Aerial drops refer to aircraft flying over a fire and droping water or fire suppressant to slow or stop the spread of the fire. Through the National Aerial Firefighting Centre, aircraft attending to bushfires in Australia are tracked, so we have data on when and where drops were done, along with what type of suppressant was used and how much. In this project, we investigated the impact of drops on fire severity by measuring the association between drops and fire severity level, as calculated by the Arthur Rylah Institute, accounting for the influence of terrain steepness and land cover characteristics. **Speaker bio:** Ping Siriamnat is a Master of Business Analytics graduate (Monash University) and previously interned at DEECA in the DAIS Data Science team. Across his projects, he applies statistical methods and machine learning models, alongside his business acumen, to transform data into actionable insights. He has a strong interest in market analytics, business strategy, and applying data science to uncover opportunities and improve the performance of strategic decisions.

Melbourne, Are You Ready for the Next Era of Intelligent Testing? Many teams are actively exploring AI-assisted QA workflows but are still figuring out how to apply them effectively within real delivery pipelines. That’s where the conversations at this summit are focused. Join the Test Automation Summit – Melbourne 2026 on 18 June 2026, where practitioners and engineering leaders discuss practical approaches to AI-enabled QA, secure delivery, test data management, and modern automation practices – with lessons drawn from real enterprise environments. Who Should Attend • QA & Quality Engineering Leaders • Automation Engineers & SDETs • DevOps & Platform Teams • Engineering & Delivery Managers • Software testers • Engineers working with AI, APIs, or mobile testing • Software Development Engineers in Test • Teams exploring AI-enabled testing and secure delivery practices Featured Sessions • Renard Vardy Principal Consultant, KJR The Rise of Test Data Management Exploring why test data is becoming a growing challenge for modern quality engineering and how teams are approaching governance, accessibility, and scalability. • Aarti Suresh Solutions Engineer, Postman MCP and AI Agents in QA: A Strategic Implementation Framework A practical look at how AI agents and MCP workflows can support QA teams, along with considerations for implementation and adoption. • Vinay Madan Technical Lead, MVSI DevTestSecOps – Secure Shift-Left Testing (Embedding Security Testing in CI/CD Pipelines) How teams are integrating testing and security earlier into development pipelines to improve delivery confidence and reduce downstream issues. Panel Discussion Human-Centric Quality: AI-Driven, Sustainable, and Secure Testing for the Digital Era Panel Speakers: • Humera Khanum Senior Delivery Manager, Lovisa Pty Ltd Additional panel speakers will be announced soon. Why This Event Matters Many teams are currently balancing the following: • Faster delivery expectations • AI-assisted development workflows • Increasing security considerations • Growing complexity in test environments and data The challenge is not just adopting new tools — It’s understanding how to apply them effectively within real delivery environments. This summit is designed around those practical discussions. If you're involved in modern QA, engineering quality, automation, or secure delivery practices – this is a conversation worth being part of.

Come chat about Atlassian tools and best practices at the Reynoldsburg Sunny Street Cafe and Breakfast is on Atlassian! Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian! Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Atlassian --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-reynoldsburg-5/.

Get ready for a Picnic, this is our social and member appreciation event for the year! Feel free to bring family, but be sure to reach out with the number of attendees, so we can provide food for everyone. There will of course be food, music, games and fun! Event is held rain or shine, we have a covered shelter house reserved for the event. Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-annual-columbus-ace-summer-picnic/.

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

This is an in-person meeting. At this meeting you will get answers to depression and anxiety. Find out the source of them and how to get rid of them. Did you know that unwanted emotions like anxiety, depression, unhappiness, loneliness, hopelessness, anger, fear, or feelings of irritation don’t just fall on you for no reason. They are not random occurrences that simply happen to people's minds. They are definitely not due to a chemical imbalance in your brain from some nebulous chemical reaction "by chance". Your negative emotions are the symptoms of the painful experiences that you have which are not healed, and which are still affecting you. The effects of these painful experiences are exacerbated by the pressures or difficulties of the other problems in your life. Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Hubbard Dianetics Foundation of Central Ohio and Church of Scientology of Central Ohio.

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

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)

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