Data Architecture

Join us for the next Azure Thursdays meetup. On **May 7th** we are welcomed by **Sopra Steria** at their Headquarters in **Nieuwegein**. **Confirmed speakers:** * Wesley Camargo (Tata Consultancy Services) * Jacco Rademaker (4Dotnet) **Program:** 17:30 \~ 18:00 Walk-in 18:00 \~ 18:45 Dinner 18:45 \~ 19:30 First session by Wesley - Your Azure Is Wrong And I Can Prove It 19:45 \~ 20:30 Second session by Jacco - The long running battle between Azure DevOps and GitHub: finally peace? 20:30 \~ 21:00 Drinks & wrap-up **Session 1:** *Speaker:* Wesley Camargo *Title:* Your Azure Is Wrong And I Can Prove It Many Azure environments are functioning, but that doesn’t mean they are designed to scale, stay secure, or meet enterprise requirements. Short-term decisions like using Resource Groups as environments, relying on a single subscription, manual scaling, and adding governance only when problems appear often lead to fragile platforms that break under growth. In this session, we uncover the most common Azure architectural anti-patterns and explain how the Microsoft Cloud Adoption Framework (CAF) provides a practical path from “it works” to Enterprise Ready. The focus is on the Ready, Govern, and Manage phases, where platform foundations are defined and long-term success is determined. You’ll get a clear overview of key CAF design areas, based on real production environments, not theory: • Identity and access • Networking • Governance and security • Monitoring • Automation • Cost management **Session 2:** *Speaker:* Jacco Rademaker *Title:* The long running battle between Azure DevOps and GitHub: finally peace? Are you currently working with Azure DevOps, but also have an eye on GitHub for its AI features? Do you need the functionalities Azure Boards offers and would you also like to use with AI agents? Or has your organization heavily invested in Azure Pipelines, which you do not want to rebuild using GitHub Actions? And when you would move your repositories, will you still have your pull request history? You do not have to go all-in with GitHub and leave Azure DevOps behind. Why choose, when you can combine them! You'll learn how to connect Azure DevOps to GitHub, what features this will open up for you and what your workflow can look like. This session will help you decide on how to move forward with your team or your whole organization! **About Azure Thursday and this event:** ===> Read more about the sessions and speakers on: www.azurethursday.com \# ==========CODE=OF=CONDUCT========== If you join this event, you agree with our Code of Conduct. Please read the full COC at [https://www.azurethursday.com/code-of-conduct/](https://www.azurethursday.com/code-of-conduct/)

Op 7 mei 2026 zal de [NLUUG Voorjaarsconferentie 2026](https://nluug.nl/evenementen/nluug/voorjaarsconferentie-2026/) (#VJ2026) plaatsvinden. De [Call for Proposals](https://cfp.nluug.nl/nluug-voorjaarsconferentie-2026/cfp) is geopend tot 06-03-2026. Heb je een interessant onderwerp waar je graag de Open Source wereld meer over wilt laten weten, schrijf je dan vooral in. De conferentie voor bedoeld voor NLUUG leden. Zij hebben de mogelijkheid om een introducee mee te nemen. De inschrijving voor de Voorjaarsconferentie zal in Q1 2026 geopend worden

🙌 𝐖𝐞 𝐚𝐫𝐞 𝐡𝐚𝐩𝐩𝐲 𝐭𝐨 𝐚𝐧𝐧𝐨𝐮𝐧𝐜𝐞 𝐨𝐮𝐫 𝐧𝐞𝐱𝐭 𝐈𝐚𝐬𝐚-𝐐𝐮𝐚𝐫𝐭𝐞𝐫𝐥𝐲 𝐈𝐧 𝐩𝐞𝐫𝐬𝐨𝐧 𝐄𝐯𝐞𝐧𝐭- 𝐀𝐥𝐥 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐬 𝐰𝐞𝐥𝐜𝐨𝐦𝐞! 🙌 📅 Mark your calendars! Iasa Quarterly Event – Netherlands 🗓 Thursday, 7 May 2026 [Iasa Netherlands](https://www.linkedin.com/company/iasa-netherlands/) invites you to the next Quarterly Event—a great opportunity to connect, learn, and get inspired alongside fellow professionals. This time, we are fortunate to have TrendAI™ welcome us at their offices. 𝘞𝘩𝘺 𝘺𝘰𝘶 𝘴𝘩𝘰𝘶𝘭𝘥 𝘢𝘵𝘵𝘦𝘯𝘥 🎤 Dynamic talks Gain fresh perspectives from two expert speakers who will share practical insights and actionable strategies. 🤝 Networking opportunities Connect with peers from the architecture community over dinner and drinks. 𝘈𝘨𝘦𝘯𝘥𝘢 𝘩𝘪𝘨𝘩𝘭𝘪𝘨𝘩𝘵𝘴 🏁 16:00 – Welcome & Introduction to iasa 🎤 16:30 – Speaker Session 1: **Beyond pair programming**: *Autonomous development with SpecKit and Ralph* - **[Hidde de Smet](https://www.linkedin.com/in/hiddedesmet/)** 🍴 17:30 – Dinner & Networking 🎤 18:00 – Speaker Session 2: **Introduction to Ecosystem Architectural Styles**: *The way to slay the silent killer of scalability* - **[Karol Skrzymowski](https://www.linkedin.com/in/karolskrzymowski/?locale=nl)** 🍻 19:00 – Drinks & Networking 🚪 19:30 – Event close 𝘓𝘰𝘨𝘪𝘴𝘵𝘪𝘤𝘴 🅿️ Underneath TrendAI™ offices is a spacious parking facility. Follow the signs for P10, and once inside the parking garage, follow the signs for "Jupiter." Don’t miss this opportunity to exchange ideas, expand your knowledge, and strengthen your professional network within the Iasa community. Please note: You need to RSVP to gain access to premises of our host. They need to know who will be visiting them. 💡 𝙎𝙖𝙫𝙚 𝙩𝙝𝙚 𝙙𝙖𝙩𝙚 𝙖𝙣𝙙 𝙟𝙤𝙞𝙣 𝙪𝙨!

As a creative, you might recognise this: somehow you always end up with more craft and art supplies than you actually use. Maybe it was an idea you never got around to, maybe other materials just worked better, or maybe it was simply time for a good clear-out. Whatever the reason, those supplies deserve a second life! At this craft swap everyone brings the materials they no longer need. We put it all out on the table and from there it's up to you, browse around and take home whatever sparks your creativity. A fun and affordable way to find new supplies while helping each other free up some storage space. 🎨 It's also a great chance to chat with fellow crafters about what you like to make and get inspired by each other! * 🖊️ What can you bring? Think paper, pencils and markers, washi tape, beads, stickers, glue, wool, fabric, stamps, craft kits... basically anything craft-related that's been sitting unused * 📦 Anything unclaimed at the end of the evening you can take back home, donate yourself, or leave with the organiser who will pass it on to charity

You may purchase your ticket here: https://internationals-networking-event.utrecht-international-center.com/ Drinks, bites, and the best advice in town. Are you joining us? When: Thursday May 7th from 5:00 p.m. - 7:30 p.m. Where: LE:EN in Utrecht Whether you’ve just arrived in the Netherlands or have been here for a while and are looking to meet new people, this event is for you! Join the Internationals Networking Event on May 7th in Utrecht for an evening of networking and information gathering. Join the event to: Meet new people during a fun networking game. Meet service providers in housing, finance, education, and much more! Enjoy live music, drinks and streetfood bites!

Not everyone who has ever worked in academia chooses to continue their career there. Sometimes academic work turns out not to be the right fit; sometimes it is simply different from what you expected. Some people entered with high ideals that did not come to fruition. Have you worked in an academic setting for at least one year (roughly full-time), and would you like to reflect on your experiences with others who have since left? Join the Journal of Trial and Error event on May 7, from 20:00, at Utrecht University Library City Center. During the evening, we will engage in an open dialogue. Together, we will explore what lessons the university can learn for improving science and higher education, and how these insights might help make academia more sustainable and appealing for the next generation. Register for the event here: https://trialanderror.org/lustrum-ex-academia-2026.

Hallo liebe Java User Group Mitglieder! Diesmal haben wir Peter Kranz mit seinem interaktiven Talk zu den unterschiedlichen Java-Versionen zu Gast. Wir freuen uns euch zu sehen (virtuell oder vor Ort). * 18:00 Uhr: Einlass * 18:30 Uhr: Talk * ab 19:30: Ausklang des Abends Dank an [adesso](https://www.adesso.de/de/unternehmen/standorte/nuernberg.jsp) für Location, Bier und Pizza! \-\-\- Java entwickelt sich seit Version 9 im Halbjahresrhythmus weiter – mit Records, Pattern Matching, Virtual Threads und vielen weiteren Features. Doch wer hat schon die Zeit, 17 Releases im Detail zu verfolgen? Die Fülle an Neuerungen ist enorm, und je nach Projekt und Interesse sind ganz unterschiedliche Features relevant. Ein klassischer Vortrag kann hier nur einen starren Pfad durch die Feature-Landschaft bieten. Dieser Talk geht einen anderen Weg: als interaktiver Dungeon Crawler. Das Publikum entscheidet gemeinsam, welchen Themenkomplex es als Nächstes erkunden will – Moderne Sprach-Features, Concurrency, APIs, JVM-Tooling oder experimentelle Preview-Features. Jede Entscheidung führt tiefer in den Dungeon und schaltet neue Level frei. So entsteht bei jedem Vortrag ein einzigartiger Pfad durch die Java-Versionen 9 bis 26. Wie in einem echten Dungeon Crawler sammelt das Publikum dabei XP und wird am Ende einer Klasse zugeordnet – vom Warrior mit Fokus auf Performance bis zum Wizard der Sprach-Features. Ob Einsteiger:in oder erfahrene:r Entwickler:in: Jede Session liefert praxisnahe Einblicke in genau die Java-Features, die das Publikum am meisten interessieren. Kein Vortrag gleicht dem anderen – und der einzige Weg, alles zu sehen, ist wiederzukommen. \-\-\- Dein Vortrag bei der Java Usergroup Nürnberg! Hast du dich in letzter Zeit in deinem Projekt oder privat mit einem interessanten Thema beschäftigt? Vermutlich ist das nicht nur für dich selbst interessant! Hast du Lust, selber einmal einen Vortrag bei der Java-Usergroup Nürnberg zu halten? Wir sind nicht nur auf Java-Themen fokussiert, sondern beschäftigen uns gern mit und um alles über Software Entwicklung und IT. Wir wollen bei der JUG nicht nur bekannten Speaker\*innen eine Plattform geben und die neuesten State-of-the-Art Technologien vorstellen. Wir freuen uns auch besonders, wenn wir Themen aus unserem technologischen (Arbeits-)alltag Raum geben zu können. Melde dich gerne bei uns, wenn du dazu Lust hast, wir geben wenn gewünscht gerne auch Hilfestellung bei der Vorbereitung!

## Love is in the air…! After the crazy success of our first event, we're back with more connection games! This time, the games will be much shorter (15-20 mins each) to allow for easier rotation. For those who're new here, Affinitee hosts slow dating events focused on discovering relationships built on compatibility over superficiality! **No more swiping, skip the bad dates!** ### *This is how it works:* 1\. Before you arrive at the meetup\, you fill in a fun 5\-10 minute questionnaire before registration below \(if you haven't already\)\. We explore different aspects of relationship compatibility using this questionnaire\. To make use of the pre-matching facility, we recommend registering on the website as well. You may sign up here https://affinitee.eu/au-event-3 2\. A match will be automatically assigned \(if available\)\, based on your given criteria \(age range\, children\, location etc\.\) as well as the overall compatibility score based on your questionnaire answers\. 3\. At the event\, you will be able to try out a multitude of board/card games that are specifically chosen to explore various aspects of relationship compatibility \(moral values\, decision making etc\.\)\. 4\. After each game\, you can choose to switch partners\, or continue with the same\, based on input from either parties\. 5\. At the end of the event\, IF you did indeed feel a spark with someone at the event \(and it is reciprocated\)\, we help you arrange a date with them\. You do not even have to exchange contacts\! **[!!IMPORTANT!!]** We recommend signing up through our website to guarantee a match as early as possible. But of course, even if no match is assigned to you due to late registration or gender imbalance, a majority of the games are still played as groups! *So nobody gets left out and everyone has a chance to meet and match with other singles.* We believe in conscious, compatibility based matchmaking. Don't waste your time dating the wrong people!

**Zondag 10 mei presenteert OPA een boekpresentatie voor Dingen doen denken, het nieuwe boek van auteur Jeroen van den Eijnde en ontwerper Jannie Guo.** Dingen doen denken bevat teksten die Van den Eijnde schreef tussen 1994 en 2025, van persoonlijke observaties tot bijdragen aan vak en publieksboeken over design en ontwerpend onderzoek. Kunstenaar en ontwerper Jannie Guo heeft het boek vormgegeven. Beiden verzorgen een presentatie met aandacht voor de teksten van Jeroen en het ontwerp van Jannie. Walter Jansen van Het Colofon gaat met hen in gesprek. Graag aanmelden via info@hetcolofon.nl met de vermelding van het aantal personen.

* We **start at 11:15** at Raadhuisplein 1, 3951 XT Maarn https://maps.app.goo.gl/WogeofsFNuDyBgrN9 * Length: \~16.6 km (4 - 5 hr hiking) * What to bring: lunch, water, snack. * For whom: As always, sporty folks that like to combine social event with being active in nature. **Getting there by Train:** * To train station: Maarn https://maps.app.goo.gl/UkHaTRXZZW9zG3dn9 **Getting there by Car:** * Parking in the streets close to: Raadhuisplein 1, 3951 XT Maarn https://maps.app.goo.gl/WogeofsFNuDyBgrN9 **Note:** * Please **pay a small fee (3 euro)** to help us cover the (increased) yearly Meetup contribution of 240 euro. We'll ask you to pay before the start of the hike (can be on the day itself). No refunds, but in the unlikely event that hike would be cancelled and you already paid, you don't need to pay for your next hike. Thank you so much! Use the **safe link** here: https://betaalverzoek.rabobank.nl/betaalverzoek/?id=cqlYWv_MTpSjp2VkROXWhA * Keep in mind that the hike can be canceled when the weather is very bad (**always check the event before you go**). * If you RSVP 'yes' we expect you to show-up. Please do not cancel less than 24 hours before the hike. **No-shows** will lead to your removal from the group. Thanks for the understanding. * By signing up for this event, you agree to release the organizers from any responsibility and liability in all claims. As the participation is strictly voluntary and you freely choose to join, it is the responsibility of individuals participating to ensure that they are fit enough and have adequate coverage to protect themselves.

For our next hike we'll be following a beautiful 9.5km route starting at Soest-Zuid train station and ending at Amersfoort Central Station. On the way we'll pass by the Soesterduinen dunes and the Birkhoven forest. Will you join? Utrecht Hiking Community aims to organise one hike per month in the Utrecht Region. Anyone is welcome to join, no matter whether you're a beginner or an experienced hiker, a local or an expat, a professional or a student, as long as you bring a good mood. We are not about fast hiking, but about social hiking: being active, exploring places, meeting like-minded people and just generally having a fun walk. We'll be starting from Soest-Zuid train station at 10.30AM. This time we won't be following a circular route, which means we won't end at our starting point, but we'll end at Amersfoort Central Station instead. Those who want to return to Soest-Zuid station afterwards to get back to their car, can take bus 70 from Amersfoort, which is going every 15 minutes. Please try to arrive to Soest-Zuid on time. We'll start our hike at 10.30AM and won't let the whole group wait for you in case you're arriving later. Only in case the train scheduled to arrive at 10.24AM has some delay, we'll wait for that train to arrive. If you're arriving after we have departed, you can send a message on WhatsApp to +31621177691, so we can share our location with you and you can try to catch up with us. Soest-Zuid station has a toilet, but please don't count on it to work. When checking the route, it was closed. On the way there are no public toilets, so please use a restroom before you arrive. The route is going over both paved and unpaved roads and we'll even be walking through the sand of the Soesterduinen dunes for a bit (not for long, as it's harder to walk through the sand than on the paths). Please wear good shoes, bring something to drink for on the way and use SPF if it'll be a sunny day Dogs are allowed on the route, but need to be kept on a leash on parts of the route. After the walk, those who want can join for lunch/drinks in the center of Amersfoort. This is not directly next to Amersfoort Central Station, but at a distance of another 15-20 minutes of walking. Since we do make some costs while organising our hikes (MeetUp subscription, travel expenses), a small donation would be very much appreciated. You can do so by following this link: https://www.ing.nl/payreq/m/?trxid=s9tT34cUyD97YuSHhIYbTIqN4LfxLAn9 If you have any questions, please feel free to ask. See you on Saturday 9th of May at Soest-Zuid train station!

This is a public event. https://www.mamalouise.nl/stemmen/#meer Location: Amsterdam https://share.google/cwDD8kYtynE6gveog Please WhatsApp your meetup organisor Mari for your confirmation!

## Connect & Grow onder begeleiding van Pauline van Aken, auteur, spreker en trainer... ## Voel je dat je hoofd vaak te “vol” zit en heb je behoefte aan meer rust én echte gevoelsmensen om je heen in de natuur? ## Tijdens deze 1e Connect & Grow sessie, stap je even uit de drukte van alledag en kom je samen met een groep bewuste en gelijkgestemden. Een laagdrempelige, ontspannen meeting waarbij je kunt 'zijn' en we ook, als het weer het toelaat, een mooie wandeling maken. We ont-moeten, verbinden en doen tussentijdse korte, praktische oefeningen, waarbij je voelt dat je hoofd even met 'vakantie' is. De meeting vindt plaats in de natuur bij de Hoorneboegse Heide. Specifieke meetingpoint: Brasserie Zonnestraal op de parkeerplaats rechts van de zij ingang. Bij minder goed weer verzamelen we binnen in de Brasserie Zonnestraal. Wil je hierbij zijn, stuur dan een mailtje met je naam en mobiele nummer + de datum (zaterdag 9 mei) naar: info@paulinevanaken.nl Check ook even de site: Paulinevanaken.nl zodat je weet hoe ik eruit zie en wellicht kan ik je alvast inspireren met wat ik deel in verschillende podcasts en blogs. De kosten: €27,00 p.p. inclusief 't boek: VOEL, *terug in contact met jezelf,* exclusief drankjes en versnaperingen die bij de Brasserie mogelijk zijn om te bestellen. Ik kijk ernaar uit je te ontmoeten. Lieve groet, Pauline

Tickets may be purchased here: https://hipsy.nl/event/202332-authentic-dating-45-tot-65-jaar After the huge success and sold-out editions our last Authentic Dating events, we're back with a new edition! And this time a 45+ event <3! What to expect We offer playful ways of interacting, partly with a soft, sensory approach and partly through meditative presence. You’ll skip the superficial small talk and learn how to connect in an open, honest, and playful way. During this event, we combine dating with light, conscious touch and body-based exercises. You’ll learn to better feel and communicate your desires and boundaries, while discovering whether there’s a genuine connection. Throughout the afternoon, you’ll move through a series of carefully guided encounters. These experiences help you show up as your true self, communicate openly, and explore different forms of connection. During this gathering, we use accessible, playful, and partly body-oriented exercises to create connection — with yourself and with others. We alternate between working with the whole group and in smaller groups, allowing space for both depth and lightness. We will also offer dating opportunities with 1 on 1 exercises. By the end of the day, you’ll go home feeling connected, inspired, and equipped with practical tools you can apply in your everyday (dating) life. Afterwards, participants will have gotten to know each other in an open, playful, and authentic way, with meaningful — and possibly romantic — connections emerging. Practicalities Date: Sunday, May 10th, 2026 Time: doors open at 12:45, start 13:00 (we start on time; doors close shortly after) Participants: max. 26 Age: 45–65 years Dress code: festive and authentic — dress as you would for a fun date or special occasion. Health: if you’re not feeling well, please stay home out of care for yourself and others. Inclusivity: everyone is welcome, regardless of gender or sexual orientation. Good to know - The afternoon is guided in a safe and respectful setting - You always choose who you want to do exercises with - You can set your boundaries at any time - We facilitate the experience but do not actively matchmake - The main language is Dutch, but you’re welcome to speak English during exercises if preferred - Snacks and drinks are provided (vegan-friendly)

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. 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)

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. 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.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. 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)