Machine Intelligence

Hello Postgres folks! We’re happy to announce our next in-person PostgreSQL meetup, which will take place at ULB in **Brussels** 🇧🇪 📅 **When:** Tuesday, **10 March 2026** 📍 **Where:** Université libre de Bruxelles (ULB), Brussels Solbosch campus, same location as FOSDEM, just make sure to find the right building and room 📌 **Room:** S.UA6.124/128 Building U, door A, level 6, room 124 Campus map: https://www.ulb.be/en/solbosch/campus-map Address: Avenue Paul Héger 22, 1050 Brussels This meetup will follow our usual after-work format, with talks, discussions, and plenty of time to catch up with fellow PostgreSQL enthusiasts over food and drinks. **Program** * **18:00** Doors open * **18:20** Welcome by PostgreSQL Users Group Belgium * **18:30** "*MobilityDB: Bringing Mobility Data Inside PostgreSQL*" by Esteban Zimanyi (ULB) * **19:00** "*Scaling Semantic Models: Bespoke PostgreSQL Schemas at SaaS Scale*" by Thijs Lemmens * **19:30** "*Percona Operator for PostgreSQL: An Honest Overview*" by Yoann La Cancellera (Percona) * **20:00** Food & Drinks 🍕 Sponsored by Percona * **21:00** Close A big thanks to **Mahmoud Sakr (ULB)** for hosting and to **Percona** for sponsoring the event 🙏 **More details about the talks:** * **MobilityDB: Bringing Mobility Data Inside PostgreSQL** *MobilityDB is an open source data management and analytics platform for mobility data (https://github.com/MobilityDB/MobilityDB). Its core function is to efficiently store and query mobility tracks such as vehicle GPS trajectories. Built on top of PostgreSQL and PostGIS, it provides spatiotemporal data management via SQL.* *Because it is implemented as a native PostgreSQL extension, MobilityDB can be deployed in traditional on premise setups as well as cloud and edge environments without requiring a separate data platform.* * **Scaling Semantic Models: Bespoke PostgreSQL Schemas at SaaS Scale** *While most CMS platforms rely on generic EAV tables, ContentGrid generates native PostgreSQL schemas directly from user-defined semantic models. We’ll discuss the challenges of automating DDL migrations for thousands of unique schemas and the infrastructure patterns we use to keep this model-driven approach performant, isolated, and manageable at scale.* * **Percona Operator for PostgreSQL: An Honest Overview** *In this talk, we review the Percona Operator for PostgreSQL, how it derives from its Crunchy foundation, how it is architected, and the capabilities it provides. We will examine its strengths and weaknesses, how it approaches vendor lock in, and the strategy shaping the project.* *The goal is not to present a feature list or a how to guide, but to focus on architectural considerations and operational tradeoffs.* We’re looking forward to another great evening of PostgreSQL, community, and good conversations in Brussels. See you there! 🐘💛🖤❤️

La idea es quedar y practicar francés y español en Bruselas. Apto para todos los niveles. Groupe pour améliorer l'espagnol et français à Bruxelles. Pour tous les niveaux. Nos juntaremos en el Centro Cultural Metaprosa (Chaussée de Saint Pierre 9, 1040 Etterbeek, Bruselas) para conversar con un café o una cerveza en la mano. Todos los martes de 19.00- 21.30.

Ben je het beu om moeilijke systemen en meerdere apps te gebruiken om je bedrijf te runnen? Vereenvoudig het volledige process dankzij Odoo, de all-in-one geïntegreerde software! 💯 Neem deel in **Brussel** op **10 Maart 2026** aan een uniek evenement, dat een live demonstratie en een vraag- en antwoordsessie combineert en afgesloten wordt met een relaxte netwerksessie.📍 Registreer voor ons gratis event om een ticket te bemachtigen. 📋 📋 Link: [https://www.odoo.com/r/2ZF](https://www.odoo.com/r/2ZF)

Nos juntaremos en el centro cultural Metaprosa para practicar español/ castellano y Neerlandés/Flamenco/Dutch con un café o una cerveza en la mano. Apto para todos los niveles. Dirección: chaussé de Saint Pierre 9, 1040 Etterbeek Hemos creado un grupo de Whastapp en caso de que estéis interesados en comunicaros antes de cada martes ya que somos consciente de que a veces nos hay suficiente gente para practicar neerlandés [https://chat.whatsapp.com/IaESqYfdbGiFVPR5teQkIf](https://urldefense.com/v3/__https:/chat.whatsapp.com/IaESqYfdbGiFVPR5teQkIf__;!!DOxrgLBm!DOeGH6jS_pBgwY_CvN1vYuh-JPX71kQpuIJl8WlhFejYKqyHCL0Q3HkfIXxOF7cvSDOpeAeYzr8K_zELLw75wZA7pfw2-jQW7_2x6UaK$) No Spam please!

Would you like to improve your language skills and networking in a casual atmosphere? This event is for you! All languages welcome! Everyone is welcome! The aim is to speak with native/fluent speakers of your target language(s). You'll be around all types of people throughout the whole event. We will be in a private area. A great atmosphere is guaranteed! You'll have to order a drink to attend the event 😀 Don't hesitate to contact us for any further information

Would you like to improve your language skills and networking in a casual atmosphere? This event is for you! All languages welcome! Everyone is welcome! The aim is to speak with native/fluent speakers of your target language(s). You'll be around all types of people throughout the whole event. We will be in a private area. A great atmosphere is guaranteed! You'll have to order a drink to attend the event 😀 Don't hesitate to contact us for any further information

📌 Let's meet in **Brussels** on **March 10th, 2026** for an interactive conference and an enriching networking session! Come and discover Odoo, the all-in-one integrated software that will simplify your day-to-day business. Say goodbye to double coding, lost invoices and budgets; create your website in a few clicks... Odoo offers you a wide range of tools built for IT.🧐 🔎 **AGENDA** 🔍 19h00: Welcome 19h15: Conference - Interactive demo & tips to digitize your company. 21h00: Networking - Snacks and drinks. ➡️ Are you convinced? You can subscribe at the following link: [https://www.odoo.com/r/kl96](https://www.odoo.com/r/kl96) The event is free, but registration is mandatory.❗ **Important:** 📍 Where? Kinepolis Brussel - Bd du Centenaire 20 📅 Date? March 10th, 2026 📝 Registration? [https://www.odoo.com/r/kl96](https://www.odoo.com/r/kl96) 💰 Price? FREE! Hope to see you soon!

Tu as toujours rêvé d'apprendre à coudre tes propres vêtements ? Tu veux connaître les bases de la réparation pour donner un second souffle à tes vêtements fétiches ? C'est le moment d'apprendre à utiliser une machine à coudre, son usage et ses différents réglages ! Promis on y va step by step ! Des questions ? n'hésites pas à m'écrire :)

We are back!!! Let's meet again on the 12th March for our European Data Meet Up at Brussels! Our meet up event is the perfect opportunity to stay ahead of the latest technology trends in Data. Join us, grab a beer during our open bar & let's talk! **When**: Thursday 12th March From 19:00 to 22:00 **Where:** Au Bassin (Le Hall!) Quai aux Briques 54 1000 Bruxelles **Agenda:** \- How Carrefour Belgium orchestrates data flows using BigQuery\, Pub/Sub\, Cloud Run Functions and MongoDB Atlas presented by Olivier Orban \- Data Platform Team Lead & Guillaume Hellin \- Data Engineer \- LLMs Talk\. Knowledge Graphs Remember\. An intuitive look at how LLMs and knowledge graphs complement each other to build more reliable AI systems\. presented by Michael Tandecki\, AI Engineer at Collibra \- Team management x AI: the good\, the bad\, and the ugly\, presented by\- Thibault Martin & Olivier Colot\, co\-founders at Diapason AI

Have you always wanted to learn Bachata? Now is the perfect time! Our regular classes at Albert Hall are designed to help beginners progress quickly and master this beautiful social dance that is very popular right now! 💃🕺 We have just started a new session where everyone can learn at their own pace. Come with or without a partner. After the beginner's class, there are more advanced classes, followed by a free dance party for students. 🎉 A nice venue and a warm atmosphere—don't miss this opportunity! 🔥 PROGRAM 🔥 7:00 p.m. → Bachata Beginner NEW (Room 1) 7:00 p.m. → Bachata Advanced (Room 2) 8:00 p.m. → Bachata Beginner II (Room 1) 9:00 p.m. → Bachata Intermediate (Room 1) 💥 10:00 p.m. → Bachata Social Party with DJ Felito on the decks for a wild night of dancing! 🎶 🍍 Fresh fruit buffet provided to recharge your batteries between dances! 📍 Location: Albert Hall 651 chaussée de Wavre 1040 Brussels 💸 Prices: 1 class: €15 10-class pass: €120 20-class pass: €210 Dance party only: €10 (cash) 👉 Registration on site

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.

We will be walking through the forest for a little over 1 1/2 hours, silently, just noticing the world around us and inside us. The idea is to experience the magic of a different type of walking, The invitation is to slow down and notice what is going on inside you and around you. Very often people experience a closer connection with nature and with self, with sometimes surprising insights. *Please make sure you are fit enough to go the 4.5 km distance. We will be walking slowly, but we will not take any breaks.* We will be meeting at the Hermann Debroux Metro at **14h**. (Exit straight ahead after leaving the platform--on the Loxam side). If you RSVP as coming, please be on time. We will be starting our walk from there 5 min. after the hour sharp. There is the renovated Maison de Prieur at the exit of the forest where we could gather for a drink or a meal after our walk, depending on what you feel like. Looking forward to an inward adventure? Come and join us on **Saturday, March 14, at 14h** My phone number is 0472 92 11 76, in case you need to communicate with me.

Hi everyone, This coffee morning event is @MIR Concept Coffee Store! Saturday, 14 March 2026, from 10:00 - 13:00. MIR opened its doors about 4 years ago, right off Place Jourdan. Doriana, the owner, is a super nice host, and is excited to have our group as her café. The café is very beautiful and has great coffee, and many yummy food options. Their Instagram channel: https://www.instagram.com/mirconceptstore/ **The address is:** MIR Concept Coffee Store Rue Gray 4A 1040 Etterbeek *** 1. The **prime time** of the event is **10:30 - 12:30**. That's when most people will be there. 2. When you enter the gallery, it's either on the right-hand side or left-hand side of its hallway, depending which entrance you take. 3. If you intend **to join past 12:00** (high noon), then there is no need to register. Just come and join! 4. **DON'T forget to cancel** if you can't join! 5. **Please, be respectful towards each other during the event. (And after ;))** **As always, feel free to follow us on INSTAGRAM!** [https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==](https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==) **THE STRUCTURE of THE EVENT:** * I will post the event on Saturday/Sunday evening for the following Saturday. * I send out a reminder to everyone on Friday. * There is sometimes a waiting list. * In case RSVP is closed (once there are 10-15 people on the waiting list), I might reopen it on Friday, depending on the number of cancellations in the meantime. * **For everyone on the waiting,** please check your status and messages on Friday evening the latest. I message everyone on the waiting list on Friday. * **Please, move to "not going" AS SOON AS you know that you can't come anymore, that includes everyone who is on the waiting list.** **IMPORTANT:** * **Please, be respectful towards each other during the event. (And after ;))** * When you register yourself, be careful not to register accidentally a +1 guest (unless you bring a guest). It happens very often. * If you have any questions then, message me. *** **A MESSAGE FOR NEWCOMERS:** *In the three years of hosting this coffee group, I have met many people who struggle with anxieties when coming to an event for the first time. Sometimes, it took them more than one attempt before being able to join.* *Occasionally, people reach out to me before the event, and I have always been grateful for that as it offers the opportunity to communicate with each other and to find the best and most gentle way for that person to join the group.* *I would like to encourage everyone who struggles with this to contact me before. It would really be too bad if you can't join us, as it mostly gets better the second or third time you come.* *In addition to that, if you arrive and notice any signs of nervousness or fear, you can always let me know right then.* **THANK YOU AND SEE YOU ALL ON Saturday!**

This is a **recurring weekly gathering** of open-minded people who want to understand geopolitics **without confirmation bias**. We are not here to repeat talking points, defend camps, or feel morally validated. We are here to **listen, compare perspectives, and learn** — especially from people who come from, live in, or are directly affected by the regions being discussed. Each week, we look at **current and long-term geopolitical issues**, including conflicts rarely covered or oversimplified by Western media. **Topics We Cover** Our discussions focus on **current and long-term geopolitical issues**, including conflicts rarely covered or oversimplified by Western media, sovereignty, and reality as it is, not as it is marketed. We approach geopolitics and society from a realist, sovereignty-first perspective, skeptical of globalist ideology and media **groupthink**. The aim is to understand interests, incentives, history, law, and consequences — not to rehearse fashionable outrage. **Examples of topics we regularly examine include:** **1\. Venezuela & Cuba** Sanctions, regime survival, sovereignty, and how U.S. policy, energy interests, and regional power dynamics shape outcomes in Latin America — beyond Cold War clichés. **2\. Ukraine\, Cyprus & European Borders** Frozen conflicts, divided territories, and how international law is selectively applied when sovereignty clashes with strategic interests. **3\. Iran\, Gaza\, Syria & Lebanon** The Middle East beyond slogans: proxy wars, regional balances, sectarian fault lines, sanctions, militias, state collapse, and why Western media framing often obscures long-term realities. **4\. Congo \(DRC\) & Resource Wars** How minerals, supply chains, and foreign interests fuel instability in Africa — and why some of the deadliest conflicts on earth barely make the news. **5\. Taiwan\, Greenland & Strategic Geography** Why islands, trade routes, chokepoints, and remote territories matter enormously in a multipolar world — and how geography shapes power more than ideology ever will. **What Makes This Different** – We prioritize **voices from affected regions**: Latin America, the Middle East, Africa, Eastern Europe, Asia – We examine **what Western media doesn’t tell, doesn’t show, or doesn’t contextualize** – We welcome **new ideas, uncomfortable facts, and disagreement** – We focus on power, interests, culture, history, economics — not slogans **This is not a safe space for ideology.** **It *is* a safe space for honest thinking.** In Brussels, there are already debate initiatives that offer structured discussions. Too often, however, a small circle curates skewed propositions and narrows the range of acceptable conclusions, turning moderation into gatekeeping . There are also plenty of spaces dedicated to repeating anti-American slogans or reducing complex geopolitics to partisan outrage. This forum is not one of them. Our approach is different. **We welcome genuine diversity of opinion and lived experience.** No one here will be cancelled, banned, or shamed for challenging dominant narratives. Ideas are debated openly; personal attacks and defamation are not tolerated. **Motions & Proposals Welcome** We actively encourage participants to propose motions for debate. If you suggest a motion, please do so with substance: a clear claim, basic historical or legal grounding, and an understanding of the stakes involved. Motions designed to provoke thinking are welcome; motions designed to score points or repeat media talking points are not. **Languages** The language of discussion will depend on the participants present. Debates are typically held in English and French, but we are comfortable switching or accommodating other languages when the moderation team can support it. Languages we can currently handle include: – English – French – Dutch – Spanish – Italian – Russian – Farsi The goal is understanding, not linguistic purity. When needed, participants may clarify or translate key points to ensure everyone can follow the discussion. If you speak more than one language, that’s an asset here ### **What We Ask of Participants** – Come to understand, not to perform or “win” – Be genuinely open to **new ideas and perspectives**, especially those that challenge your own – Speak from **knowledge**, not slogans — history, law, and context matter – If you bring a topic, come prepared: facts, timelines, sources, and legal or historical grounding are encouraged – Argue **ideas**, never individuals – No censorship of viewpoints – No personal attacks – No defamation or accusations against individuals **Strong disagreement is not only accepted — it is expected.** **Intellectual laziness is not.** **This is not a dating meetup.** Not every social space exists for flirting, hitting on people, or testing romantic opportunities. Anyone who treats this forum as a dating pool, approaches others with unwanted advances, or assumes participation implies romantic availability is misunderstanding the purpose of this group. Conversation comes first. Ideas come first. Respect comes first. If you are here primarily to date, pursue, or pressure others, this is not the right space for you. Boundaries are enforced. Discomfort is taken seriously. **Those who ignore this will be immediately asked to leave.** **Location & RSVP** The event will take place in Ixelles, in a public bar. To keep the discussion safe, focused, and accountable, the exact venue will be shared only with confirmed RSVPs via our WhatsApp chat. Depending on the final size of the group, we have several appropriate and secure venue options in the area. This allows us to: – Adapt the venue to the group size – Avoid disruptive or bad-faith behavior common to fully open meetups – Prevent meetup creeps and repeat offenders – Ensure everyone present respects the rules of conduct 👉 To RSVP and receive the location: **https://chat.whatsapp.com/LX7UkWGZ3UdLQWLBvNdezN** The goal is not exclusivity, but accountability and quality of discussion. If this format doesn’t suit you, this event may not be the right fit.

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

**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 **Abstract** TBD **YouTube Link** TBA