Cloud Storage APIs

Please take a moment to read the information and rules for the sessions. **Overview:** Improv sessions in English accepting all levels. We play short and long-form improv comedy, which includes theater-style scenes, guessing, and group games. **Topics:** * Timing * Location * Participation (Attendees list) * RSVP rules * Improv session format * Who is it for? (Participation requirement) *** * **Timing** Being on time will help you and everyone. **18h15** \- Doors open *Please take this time to order your drinks/food and settle in.* **18h30** \- Start of the session **Are you late?** Please inform the event host, or comment on the event page. If you arrive late and the session is already in progress, please wait on the side till the game/scene is finished. Wait for the session moderator to indicate when you can start participating. * **Location** The session takes place on the first floor of The Sister Cafe. Stairs next to the bar. It's the room with a curtain at the door. * **Participation (Attendee list)** The session is limited to **12 attendees**. This is to ensure that the session is manageable and everybody gets enough chances to participate. Therefore, only the people on the "attendee list" are allowed to be present at the session and participate. **Waiting list**: People on the waiting list should keep an eye on the updates, in case someone from the attendees' list drops and you get their spot. **Just want to observe?** Usually, we don't allow any extra audience during these sessions. We invite you to come to any of our shows. But if for some reason you are only interested in observing and not participating, please contact the event host on meetup, or talk with them personally at the session and explain your reasons. Admission for this is not guaranteed. *People on the attendee list are expected to take part.* * **RSVP Rules** * Please update your RSVP status in a timely manner, if you can't make it to the session. This applies to people on the **attendee list AND waiting list.** * If you are on the waiting list, and already know that you won't be able to join in case someone from the main list drops, please update your RSVP to "not going". This will give the chance to the next person on the waiting list. * Emergencies aside, please update your rsvp status on time. Canceling last minute or just 1 hour before isn't helpful. * If we see a pattern from someone not showing up after confirming, or last-minute cancellations, we reserve the right to prohibit access to the sessions. * Please write a comment if you cancel and your spot becomes available. With this others will get an extra notification. **Improv Session Format** The session is held in English. The session is divided into three sections: Warm up, Scene games, and Cool down. **Warmup:** Quick group games are played to break the ice and get the creative juices flowing. **Scenes:** Then we move on to scene games. These are mostly from short-form improv, which can include different games with various gimmicks, like story building, character work, guessing, etc **Cool down:** One or two short group games to end the session. The rules are explained by the moderator before each game. There is no obligation to take part in games that you are not comfortable with. There can be feedback after a game is played. This is so that we learn from each other and gain skills and insights. **Tip**: If you are new, pay attention to the regular players when they are performing and notice small details, like how a stage is cleared before a scene, how to enter a scene, and how to collaborate with each other. * **Who is it for?** Anyone who is interested in improv! We accept all levels, beginners, and advanced participants This is a great place to start if you are new to improv. The basics will be explained. We only require the "Yes, and...!" spirit! If you are an advanced player and have ideas and games to share and work on, please do let us know. We look forward to welcoming you and doing improv!

**Hey fellow AWS enthusiasts! ✨** May is all about AWS Partnership! Not a usual topic you hear about at User Groups. So we are more than thrilled to hear about **Deepika Tomar**'s journey as the AWS Cloud Lead at HWS Gruppe on pathing the way for her company to become an AWS Advanced Partner. Thanks to our friends at **[codecentric Nürnberg](https://www.codecentric.de/standorte/nuernberg)** for sponsoring the event with food and drinks and opening their wonderful offices for us! **📆 Tonight's Agenda** 19:00 - Welcoming **19:15 - Talk by Deepika** 20:00 - Food, Drinks & Networking Looking forward to seeing you 👋🏻 [Nora](https://www.linkedin.com/in/nora-schoener/) & [Frank](https://www.linkedin.com/in/frankprechtel/) \-\-\- The talk ⤵️ **From AWS Registered to Advanced Tier in 2 Years: Practical Lessons from the Field** In this session, I will share how we progressed from AWS Registered Partner to Advanced Tier within two years, focusing on real-world actions that made the difference. I will walk through: How AWS Summit connections and community engagement helped shape our partner strategy Building impactful customer case studies and completing the FTR (Foundational Technical Review) successfully How to identify and generate opportunities using the AWS Partner Portal Practical use of POC funding and Marketing Development Funds (MDF) for business growth and employee enablement Key learnings from attending AWS events, webinars, and partner programs This session is intended for AWS partners who want a practical roadmap to accelerate their growth in the AWS ecosystem. The speaker⤵️ **Deepika Tomar, Lead AWS Public Cloud @ HWS Gruppe** AWS Community Builder with 14 years of experience in cloud computing, infrastructure management, and database solutions — I've built a career around turning technology into a lasting competitive advantage. Today, I lead an AWS team driving cloud migration, infrastructure modernization, and a reimagined approach to customer service. This work recently reached a milestone with our organization achieving AWS Partnership status. Whether shaping IT strategy or bridging cross-functional teams, my focus remains constant: harness technology to deliver real business outcomes, streamline operations, and build a governance foundation that grows with the organization. \-\-\- **Please note:** At the event, photos and videos will be taken for marketing purposes both by our hosts and our location sponsors. We try to offer a hybrid experience by providing a video stream of the talk. There will be no recording published after the event. Please also keep in mind, that we try our best effort to provide a good streaming experience. We don't offer a professional stream, so delays, technical issues or other interference are a matter to be tolerated.

EN (FR en bas): We're still accepting people in our classes. Join us!​ -step 1: Book here! -> [https://www.danceproject.be/reservations.html](https://www.danceproject.be/reservations.html) -step 2: Show up! [Schedule](https://www.danceproject.be/classes.html#schedule) Fees : [All info on trials, packs, subscriptions here](https://www.danceproject.be/classes.html#fees) Locations: -Rue Brialmont 7, Brussels Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1: From base to the dancefloor! When you come for the first time we go over the base & rhythm with you. Then you are included in the group and everybody learns the same new steps for which you just need the base. Practice makes perfect: just relax and enjoy Salsa, Bachata, Lindy Hop and/or Forró! Our group is very welcoming and looking forward to meet new dancers! Salsa, Bachata, Lindy Hop, Forró Roots I - 2: Ready to go deeper on Salsa, Bachata, Lindy Hop &/or Forró? Let's go! [https://www.danceproject.be/classes.html#improvers](https://www.danceproject.be/classes.html#improvers) Salsa, Forró Roots II - 3: Looking for #SalsaChallenge? Already familiar with Forró Root? We've got your back! [https://www.danceproject.be/classes.html#intermediates](https://www.danceproject.be/classes.html#intermediates) More info: -Web: [https://www.danceproject.be](https://www.danceproject.be) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project) \-\-\-\-\- FR: Nous acceptons encore de nouvelles personnes dans nos cours. Rejoins-nous ! -1ère pas : Fait ta réservation ! -> [https://www.danceproject.be/reservation.html](https://www.danceproject.be/reservation.html) -2ème pas : Vient danser ! [Horaire](https://www.danceproject.be/cours.html#horaire) Les prix : [Toutes les infos sur les essais, packs, abonnements ici](https://www.danceproject.be/cours.html#prix) Endroits : -Rue Brialmont 7, Bruxelles Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1 : De la base à la piste de danse ! Lorsque tu nous rejoins on voit la base et le rythme avec toi. Ensuite, tu es inclus dans le groupe et tout le monde apprend les mêmes pas pour lesquelles tu as juste besoin de la base. C'est en forgeant qu'on devient forgeron : détend-toi et profite la Salsa, de la Bachata, du Lindy Hop et/ou du Forró ! Notre groupe est très accueillant et a hâte de rencontrer de nouveaux danseurs ! Salsa, Bachata, Lindy Hop, Forró Roots I - 2 : Prêt à approfondir la Salsa, la Bachata, le Lindy Hop &/ou le Forró ? Allons-y! [https://www.danceproject.be/cours.html#inities](https://www.danceproject.be/cours.html#inities) Salsa, Forró Roots II - 3 : Tu cherches #DefiSalsa ? Tu connais déjà Forró Roots ? Nous sommes là pour toi ! [https://www.danceproject.be/cours.html#intermediaires](https://www.danceproject.be/cours.html#intermediaires) Plus d’info: -Web: [https://www.danceproject.be/fr.html](https://www.danceproject.be/fr.html) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project)

Let's play with a lot of animals at KAVANGO. https://boardgamegeek.com/boardgame/387515/kavango "Travel to the vast wildernesses of Southern Africa and step into the role of a Conservation Expert. Embark on a re-wilding journey as you transform your own unique landscape into a thriving nature reserve. Over three fast-paced rounds of simultaneous turns and card drafting, you will build a flourishing ecosystem. As you grow your nature reserve, you must complete research tasks to earn money to invest in protection and provide a haven for vulnerable and endangered animals. As the game progresses, your choices become harder and your strategy more complex as you aim to build the highest scoring nature reserve. ***Kavango*** is deeply thematic and is thoughtfully designed to be a modern and realistic view of conservation in southern Africa. With 160 unique species cards, 45 research cards, 10 conservation experts and 5 landscape boards, there is huge variability to reflect the incredible biodiversity of Kavango." *—description from the publisher*

Join us on Monday 11th for our Bachata night in the city center! We'll start with a dance initiation to Bachata followed by a class open to all levels. We'll then have a dance party until midnight. The classes and party are free! 🥳 No past dance experience required and you can come without a partner. Venue: l'Écuyer Rue de l'Écuyer 3, 1000 Brussels Schedule: 7:30 pm : Bachata initiation 8 pm : Bachata class (open level) 9 pm - midnight: Salsa/Bachata party Looking forward to seeing you all!

Want to feel more confident when speaking in public – in any language? Do you live in Brussels and speak Spanish, but often find yourself switching to English or French at work? **Armada Toastmasters** is the perfect place to practise expressing yourself clearly and confidently – whatever the language. We are a bilingual Toastmasters club where communication and leadership skills grow together – in a fun, supportive setting. Next meeting: Second Monday of the month 19:30 – 21:00 Elzenhof, Kroonlaan / Avenue de la Couronne 12, Elsene / Ixelles (Room 2.1) Why join Armada Toastmasters? ✔️ Practise public speaking with prepared speeches and impromptu exercises ✔️ Improve your communication and leadership skills ✔️ Receive constructive feedback in a positive environment ✔️ Meet a vibrant, multicultural community – many of us speak Spanish too! Meetings are in English – but we celebrate linguistic diversity. Whether you’re new to Toastmasters or a seasoned speaker, you’ll find space to grow at your own pace. Guests are always welcome – no pressure, just participation. Interested? RSVP on Meetup and come experience Toastmasters for yourself! **ESPAÑOL** ¿Hablas español y vives en Bruselas? ¿Te gustaría mejorar tu forma de hablar en público, también en inglés? En **Armada Toastmasters** te ayudamos a ganar confianza al hablar, ya sea para una reunión de trabajo, una entrevista o una presentación. Somos un club bilingüe donde podrás practicar habilidades de comunicación y liderazgo en un ambiente amistoso y multicultural. ¡Muchos de nosotros también hablamos español! Próxima reunión: segundo lunes del mes 19:30 – 21:00 Elzenhof, Kroonlaan / Avenue de la Couronne 12, Elsene / Ixelles ¿Por qué unirte a Armada Toastmasters? ✔️ Practica discursos preparados y ejercicios improvisados ✔️ Mejora tu expresión oral y tu capacidad de liderazgo ✔️ Recibe feedback constructivo y motivador ✔️ Conoce personas internacionales que, como tú, quieren crecer Las reuniones son en inglés, pero celebramos la diversidad lingüística. No importa si eres principiante o ya tienes experiencia: aquí puedes avanzar a tu ritmo. La entrada es gratuita para los invitados. ¿Te interesa? Apúntate en Meetup y acompáñanos en una próxima reunión.

dbt Meetups are networking events open to all folks working with data! Talks predominantly focus on community members' experience with dbt, however, you'll catch presentations on broader topics such as analytics engineering, data stacks, data ops, modeling, testing, and team structures. 🏠Venue: BeCentral, Cantersteen 12, 1000 Brussels (same building as the Brussels Central Station) 🤝Organizers: Sam Debruyn 🅿️ Interparking Albertina is at 5min walking distance 🚂 It is literally inside Belgium's best connected train station To attend, please read the Health and Safety Policy and Terms of Participation: [https://www.getdbt.com/legal/health-and-safety-policy](https://www.getdbt.com/legal/health-and-safety-policy) Our venue has capacity limits, so please only RSVP if you intend to come. Reach out - send a message in #local-belgium on Slack - if you need to cancel last minute or change your RSVP status on the Meetup to "Not Going." 📝**Agenda**: * 18h00: welcome with food & drinks * 18h45: start presentations * 20h00: networking & drinks 🗣️**Presentations:** **Scaling dbt (core) Infrastructure at Lighthouse** This session will be about creating standardized dbt components (internal dbt package, reusable CICD template, ...) to scale the use of dbt core across an entire organisation with many repositories. *by [Marthe Van Den Hende](https://www.linkedin.com/in/marthe-van-den-hende-8535971a2/), Data Platform Engineer at [Lighthouse](https://www.mylighthouse.com/)* *Marthe is a Data Platform Engineer at Lighthouse with hands-on experience implementing dbt in SaaS companies, focusing on scalability. Before Lighthouse, she worked as a Data Engineer at Markmi.ai.* **Accelerating Data Engineering with dbt MCP Server** In this session, I’ll introduce a more experimental approach to data engineering using a dbt MCP server. We’ll explore how this setup enhances developer productivity by enabling smarter workflows, automation, and tighter integration between dbt and external tools. I’ll share early learnings from real-world usage, including how MCP can streamline model development, improve context awareness, and reduce friction in day-to-day analytics engineering tasks. This session is ideal for those curious about the next evolution of dbt workflows and how emerging tooling can augment traditional SQL-based development. *by [Vladyslav Ishchenko](https://www.linkedin.com/in/vladyslav-ishchenko01/), Analytics Architect at [Element61](https://www.element61.be/en)* *Vladyslav holds an MBA from KU Leuven specializing in Business Information Management and brings strong multicultural experience from living in Japan, Vietnam, and South Korea. He specializes in Microsoft Azure cloud technologies, data engineering, and analytics, with expertise in SQL, Python, Synapse, Databricks, and Power BI, and holds multiple Azure certifications. At element61, he designs large-scale data pipelines and delivers data-driven solutions that unlock business value for customers.* **We are always looking for speakers!** To submit a session for one of the next meetups, please use our [Sessionize page](https://sessionize.com/analytics-engineering-belgium/). Are you in doubt if you're ready to give a talk? Check out [dbt Labs's guide on how to deliver a fantastic presentation](https://www.getdbt.com/community/speaking-at-a-meetup/)! ➡️ Join the dbt Slack community: [https://www.getdbt.com/community/](https://www.getdbt.com/community/) 🤝 For the best Meetup experience, make sure to join the [#local-belgium](https://getdbt.slack.com/archives/C03GG7B4G56) channel in dbt Slack ([https://slack.getdbt.com/](https://slack.getdbt.com/))! dbt is the standard in data transformation, used by over 40,000 organizations worldwide. Through the application of software engineering best practices like modularity, version control, testing, and documentation, dbt’s analytics engineering workflow helps teams work more efficiently to produce data the entire organization can trust. Learn more: [https://www.getdbt.com/](https://www.getdbt.com/)

**Experience Deep Relaxation & Mental Clarity with Access Bars®** ​Imagine letting go of stress, overthinking, and emotional blocks—effortlessly. Access Bars® is a gentle, hands-on technique that activates 32 points on your head, helping to release stored thoughts, beliefs, and tension, leaving you feeling lighter, clearer, and more at ease. **Reiki** is a gentle, non-invasive practice that supports deep relaxation, nervous system regulation, and energetic rebalancing. It can help release stress, quiet mental overload, and restore a greater sense of clarity and ease. ​ ​Your Session ​️ Duration: 30min or 60min in total ​ In-Person Only – Feel the full benefits in a calm and welcoming space. ​ ​ Investment in Your Well-being: ​30-min session: 25 EUR or 2 Common Hub Tokens (2 CHT) ​60-min session: 50 EUR or 4 Common Hub Tokens (4 CHT) ​ ​Book your session now and give yourself the gift of relaxation, clarity, and renewed energy! ✨ Booking: [https://koalendar.com/e/access-bars-CHB](https://koalendar.com/e/access-bars-CHB) If you are interested in a session in another time slot, send me a private message and we can book it. **About Your Host:** ​​​This experience is guided by Mara [Regina](https://linktr.ee/reginadgaia) D'Gaia, holistic therapist and access bars practitioner. ​​​ Contact: [integractiveconnections@gmail.com](http://integractiveconnections@gmail.com) https://livingbloom.life ​​​ Follow on Instagram: [@reginadgaia](http://www.instagram.com/reginadgaia)

# Soirée Loups-Garous ## Villageois ou Loup-Garou ? Nouvel événement, nouvelle organisation ... Vous voulez participer à cette soirée jeu ? Rien de plus simple 1\. Inscrivez vous à l'événement dans les temps 2\. Vous recevrez un message personnel avec le numéro de compte sur lequel versez le droit d'entrée de 6 € 3\. Dès que vous avez payé vous recevez le lieu et l'adresse précise de l'événement Je vous propose une ambiance conviviale, un lieu chaleureux où vous pourrez boire et manger. **Comme cet événement nécessite une réservation, ne vous inscrivez que si vous comptez réellement participer.** *Organisation:* *chacun paie ce qu'il consomme, - le nombre de participants est limité à 6, ***svp soyez ponctuels, ou au minimum prévenez de votre retard,*** * **si vous ne venez pas vous ne récupérez pas la somme versée.* Langue de l'événement: **uniquement en français** *N'hésitez jamais à m'envoyer un message si vous avez une question. Au plaisir de vous voir bientôt, Laure

EN (FR en bas): We're still accepting people in our classes. Join us!​ -step 1: Book here! -> [https://www.danceproject.be/reservations.html](https://www.danceproject.be/reservations.html) -step 2: Show up! [Schedule](https://www.danceproject.be/classes.html#schedule) Fees : [All info on trials, packs, subscriptions here](https://www.danceproject.be/classes.html#fees) Locations: -Rue Brialmont 7, Brussels Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1: From base to the dancefloor! When you come for the first time we go over the base & rhythm with you. Then you are included in the group and everybody learns the same new steps for which you just need the base. Practice makes perfect: just relax and enjoy Salsa, Bachata, Lindy Hop and/or Forró! Our group is very welcoming and looking forward to meet new dancers! Salsa, Bachata, Lindy Hop, Forró Roots I - 2: Ready to go deeper on Salsa, Bachata, Lindy Hop &/or Forró? Let's go! [https://www.danceproject.be/classes.html#improvers](https://www.danceproject.be/classes.html#improvers) Salsa, Forró Roots II - 3: Looking for #SalsaChallenge? Already familiar with Forró Root? We've got your back! [https://www.danceproject.be/classes.html#intermediates](https://www.danceproject.be/classes.html#intermediates) More info: -Web: [https://www.danceproject.be](https://www.danceproject.be) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project) \-\-\-\-\- FR: Nous acceptons encore de nouvelles personnes dans nos cours. Rejoins-nous ! -1ère pas : Fait ta réservation ! -> [https://www.danceproject.be/reservation.html](https://www.danceproject.be/reservation.html) -2ème pas : Vient danser ! [Horaire](https://www.danceproject.be/cours.html#horaire) Les prix : [Toutes les infos sur les essais, packs, abonnements ici](https://www.danceproject.be/cours.html#prix) Endroits : -Rue Brialmont 7, Bruxelles Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1 : De la base à la piste de danse ! Lorsque tu nous rejoins on voit la base et le rythme avec toi. Ensuite, tu es inclus dans le groupe et tout le monde apprend les mêmes pas pour lesquelles tu as juste besoin de la base. C'est en forgeant qu'on devient forgeron : détend-toi et profite la Salsa, de la Bachata, du Lindy Hop et/ou du Forró ! Notre groupe est très accueillant et a hâte de rencontrer de nouveaux danseurs ! Salsa, Bachata, Lindy Hop, Forró Roots I - 2 : Prêt à approfondir la Salsa, la Bachata, le Lindy Hop &/ou le Forró ? Allons-y! [https://www.danceproject.be/cours.html#inities](https://www.danceproject.be/cours.html#inities) Salsa, Forró Roots II - 3 : Tu cherches #DefiSalsa ? Tu connais déjà Forró Roots ? Nous sommes là pour toi ! [https://www.danceproject.be/cours.html#intermediaires](https://www.danceproject.be/cours.html#intermediaires) Plus d’info: -Web: [https://www.danceproject.be/fr.html](https://www.danceproject.be/fr.html) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project)

Welcome to TechTuesday at HSBXL. It’s where tech enthusiasts hang out, projects get tinkered with, and the occasional debate over the best programming language ensues. Whether you’re an old hand at hacking or just dipping your toes: * **Chats & Code**: Engage in hushed tech tales, showcase your latest digital masterpiece, or simply bask in the mesmerizing rhythm of coders at work. * **Ambient Rhythms**: We curate a backdrop of everything from ambient rock to downtempo electronica. It sets the mood, enhancing the creativity without becoming a distraction. * **Refreshment Protocol**: Club Mate to fuel your creativity, assorted beers for contemplation, and soft drinks for a refreshing pause. Choose your brew. * **Machinery Magic**: Our space boasts more than just computers. Soldering irons hiss and 3D printers hum, telling tales of projects brought to life. * **Knowledge Exchange**: Encountered a tech puzzle? Someone in the room might have just the insight you need. And if you’ve unraveled a digital mystery, consider sharing it. **Note**: The beauty of HSBXL is its welcoming ethos. Member or not, if you’re curious and respectful, you’re one of us. ### Getting to HSBXL HSBXL, the beacon for tech enthusiasts in Brussels, awaits. For your navigational needs, check [here](https://hsbxl.be/enter/). Barrier issues? Broadcast at +32 28804004. For real-time digital dialogues, tap into our [Matrix chatroom](https://matrix.to/#/#hsbxl:matrix.org). ### Bring Along Your tech gear, a project in progress, or simply a mind open to the endless possibilities of tech. That’s TechTuesday at HSBXL. A laid-back evening where tech happens, naturally. See you there.

Welcome to our weekly event in the upstairs room of The Sister Café, rue Chair et Pain 3, one block from the Grand Place. Please get there early enough to order your drink at the bar first. Thank you! After introductions we will collect questions from the group participants, choose one by voting then discuss it for an hour. Then most of us stay for drinks and bizarre conversations. Past questions have been wide and not confined to academic philosophy: What is a genuine friend? Is social media turning us into emotional zombies? Do we lose some of the experience of things by defining them? Are we driven by sex? Is loneliness a personal failure? Is morality relative? **Crucially, be kind and respectful and generous** in your disagreements; remember how much you personally enjoy someone else proving you wrong before celebrating your cutting counterexamples.

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

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.

The topic for May is "Ink" Speak Easy: true stories, told live. The idea is simple: an audience, an open microphone, and great stories. Hilarious, gripping, poignant- it's up to you. Audiences are invited to come to listen or come to tell as folks from all corners of Columbus offer their stories live on stage! Held at Wild Goose Creative's warm, intimate space, this night of tales occurs on the 3rd Thursday of every month. Doors open at 6:30 pm, show starts at 7:00 pm. Please arrive early if you want to tell, as we generally only have room for a limited number of tellers, and the sign-up sheet has a tendency to fill up fast. Formed around the idea that people need stories--they're what hold and draw us together--SpeakEasy celebrates the strangeness and commonness of being human. And in a world of smartphones, Facebook, Twitter, and more . . . it gives people a real, breathing, in-person way to connect. The night is geared for true stories of all kinds, taking the best tales told around kitchen tables, in darkened pubs, on the street corner, and at late-night parties and giving them an audience. Speak Easy is also a great outlet for performers, writers, and artists looking to share their favorite stories and perfect their skills. We strongly encourage tellers to please tell the story rather than read it so we keep within the spirit of good storytelling and stay engaged with the audience. All are welcome. Hang around after the show for a drink and build community!

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

On Thursday, May 21, 2026, we will meet at the 700N Conference Room at 700 N Hurstbourne Pkwy. Doors will open at 6:00 p.m., and the presentations will begin sharply at 6:30 p.m. Along with an excellent presentation, TEKsystems will provide food. Please RSVP so we know how much food to order. Afterward, we will go to Brick House Tavern for drinks and food to continue the conversation. The session will also be broadcast at https://twitch.tv/TaleLearnCode. ### **GitOps: Easy Deploy and Even Easier Rollback** GitOps isn't just for containers. The methodology of deploying from a build is now baked into our culture. Take it a touch farther with infrastructure as code and a few extra techniques, and you can reliably deploy to any platform: cloud, on-prem, container, PaaS, and more. Join us as we learn the methodology of GitOps, the critical pieces you need in place, and the elegance of rollbacks with GitOps. You'll leave with a working repo of deployment techniques that doesn't consume any paid tools or container-specific techniques.

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.

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.