Technology

LLM Benchmarks on CPU/GPU, and How to Open It to the Community at Zero Cost Don't forget to get your ticket on Eventbrite to register for the event: https://www.eventbrite.it/e/can-your-laptop-run-ai-tickets-1985370183664 More and more enthusiasts are trying to run AI/ML models directly on their own laptops. However, there has been a lack of objective, standardized, and reproducible third-party benchmarks focused on technical performance, such as tokens per second or training time. In fact, there *was* a lack of them. This talk will cover two main topics. On the one hand, it will present the results of real benchmarks on AI workloads executed on local hardware, including LLM inference (3B to 14B) and tabular ML models, comparing CPU and GPU performance, latency, and model scaling. On the other hand, a significant part of the talk will focus on the making-of of the project, which was built entirely using open tools and at zero cost. Moving from an idea, to an individual project, to a solution that anyone can contribute to required a fairly articulated architecture and a mix of tools: not only Python code, but also automation with GitHub Actions, managed DuckDB through MotherDuck, Streamlit Cloud, and much more. Speaker: Alberto Danese is Head of Data Science & Advanced Analytics at Nexi, where he leads the development of machine learning products and data-driven solutions for the digital payments sector. He has more than 15 years of experience in data science and engineering and is a Kaggle Competitions Grandmaster. He often shares experiences and projects related to AI and data science through technical and managerial talks, as well as through his blog, *All About Data*.

🇪🇸 ¡HOLA HISPANOHABLANTES! ¡Estáis más que invitados a conocer gente y pasar un buen rato en el bar Pacino! 🗓️ Fecha: Todos los miércoles ⏰ Hora: A partir de las 19:30 📍 Lugar: Café Pacino (MM Loreto/Lima) 💰 Precio: 11 euro por una bebida y una pequeña bandeja de comida Preguntad por Samantha o Alfredo. Si hace buen tiempo, estaremos en la terraza; si hace frío, estaremos adentro. ¡No dudéis en preguntar por el evento en Meetup en cuanto lleguéis al Pacino Café! Grupo WhatsApp: https://chat.whatsapp.com/Ggq8xTBfTSa8IqKdtSsFo8 Canal de Telegram: https://t.me/hablamemucho

**Games Night @ QUO Bar** **Every Wednesday from 19:00** until bar closing, QUO Bar turns into a playground for games, drinks and good company. **Join us for a casual Games Night** where you can challenge new friends (or strangers who might become friends) with **beer pong, table football, Jenga and other table games**. It’s the perfect excuse to meet people, laugh a bit and break the ice. **Just show up, grab a drink and start playing.** Come alone or with friends. There’s always a game going on and a table you can join. **Every Wednesday. From 19:00 until bar closing** **QUO Bar** \- Porta Romana\, Milan

Calling all pasta lovers! 🍝✨ Step into a hands-on pasta workshop and learn how to make delicious vegetarian ravioli entirely from scratch. Work the dough, shape each raviolo by hand and fill them with a fresh vegetarian filling inspired by traditional Italian recipes. 🌱 Take your handmade pasta home and enjoy the simple pleasure of pasta made slowly, with care and tradition. **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

Let's meet at the pub and enjoy the good company, over a drink and some food.😃 You can eat (everything you want at the buffet) and take 1 drink at the cost of 13 euros 🙃 or you can just drink at the cost of the drink 🙃 ☞ 🌍 INTERNATIONAL HAPPY HOUR IN MILAN ☞ 📆 ON WEDNESDAY STARTING FROM 7.30 pm ☞ 📍 NEXT BAR MILAN Meet new English-speaking friends who are studying, living or just visiting Milan... and have fun! I look forward to meeting you all! 😉 This event is also in facebook: https://www.facebook.com/groups/130192543665547/?ref=share and other networks, like couchsurfing 🙃, so there are always more people coming, not only the people listed here. 🙂 *** Next Bar - Via Crema, 7 - Milan (MM3 Porta Romana)

10€ ENTRANCE FEE, ONLY 4 SPOTS AVAILABLE EACH WEEK, BE ON TIME. If you book a ticket, please send us a message confirming you're coming, and if you couldn't make it at the end please do tell us so we can give it to the waitlist. Message us via: INS: yellowdicomedy WhatsApp: +39 3477302866 Hi guys, this is Delia😊, the founder of Yellowdicomedy, as many of you came to me after the show and asked how to participate as a comedian or how to write jokes, here's our workshop: *Date*：EVERY Wednesday *Hour*: 19:00-20:00 *Location*: Yellowsquare *La Capella* I will bring you to there from the bar.(If you're late, tell the receptionist you're here for the workshop and look for Delia, they'll tell you where are we) *Entrance fee*: 10€ (cash or paypal at site) *What*: zero bullshit workshop, within an hour I will let you know you can actually learn to be funny. Straight to the point, I'll bring you jokes writing structure and practice on different types of jokes to find which ones are your style, you'll have your jokes ready right after, and this is not the best part yet, *after the workshop you will get to perform at our show immediately at 21:00 to test out your jokes!* One minute on stage, take it or leave it, discover if comedy is your thing with fully prepared material. What if I don’t want to go on stage? Well, what would hurt to become funnier than you were?

👉 **Join the WhatsApp group to participate:** [https://chat.whatsapp.com/CGBND0zPLG5DTUNlCjVMel](https://chat.whatsapp.com/CGBND0zPLG5DTUNlCjVMel) 📌 **What** This Sunday we’re doing a **Surprise Easter Meetup 🐣🌸** No fixed plan, no overthinking — just a fun, social gathering with a bit of spontaneity. Expect good people, relaxed vibes, and a slightly different way to spend Easter in Milan. Whether you come for the social, the laughs, or just to get out of the house, you’ll fit right in. **How it works:** We’ll meet at **1:00 PM** at a starting point (shared in the WhatsApp group), then let the plan unfold from there. ❗️All details (location + updates) will be shared only in the WhatsApp group. 📌 **Who** Open to everyone — expats, locals, students, professionals — anyone up for a social Easter with good energy. 📌 **How** • RSVP on Meetup • **Join the WhatsApp group (essential) 📲** • Keep your RSVP updated so we know numbers

**𝐅𝐫𝐨𝐦 𝐂𝐨𝐝𝐞 𝐭𝐨 𝐂𝐥𝐨𝐮𝐝: 𝐃𝐞𝐩𝐥𝐨𝐲 𝐘𝐨𝐮𝐫 𝐀𝐩𝐩 𝐨𝐧 𝐀𝐖𝐒 ☁️** *Everyone is welcomed, no prior experience needed. Join our AWS Club workshop and learn how to turn a working app into a production-ready cloud deployment.* **💡 𝐖𝐡𝐚𝐭 𝐲𝐨𝐮’𝐥𝐥 𝐝𝐨:** Take a Streamlit-based Diabetes Prediction app and deploy it on AWS. **🔧 𝐘𝐨𝐮’𝐥𝐥 𝐥𝐞𝐚𝐫𝐧:** 1. *Create an EC2 Linux + Deploy your app* 2. Create & configure an RDS 3. *Connecting to PostgreSQL via RDS* 4. *Setting up secure cloud architecture via security groups & IAM Roles* 5. *Applying real-world deployment best practices* **𝐖𝐡𝐲 𝐣𝐨𝐢𝐧?** Because building is step one & deploying is what makes it real. You can add it to your Portfolio. 📍 Online or DSTI Campus, Sophia Antipolis – France To Access: [http://live.dsti.co/Events](http://live.dsti.co/Events)

Continua il nostro sabato adulto di Milano e dintorni con ricco buffet e musica commerciale a 360°. Tavolo riservato con posto a sedere, ingresso con prima consumazione e buffet 20€. Ampio parcheggio gratuito nei dintorni del locale. Consigliato per un età compresa tra 30 e 60 anni. Gradita la conferma ai nostri numeri Enrico 3930134920 melissa 3755058482

Texture painting is an art technique where artists create dimension and relief on a surface using materials like texture paste, modeling paste, plaster, or thick acrylics. Instead of working only with color, the focus is on form, depth, and tactile surfaces — building layers that you can both see and feel. Tools like palette knives, spatulas, brushes, and even everyday objects are used to sculpt the surface. **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

👉 **Join the WhatsApp group to participate:** https://chat.whatsapp.com/CGBND0zPLG5DTUNlCjVMel 📌 **What** Join us for an **international aperitivo at Mom Cafè 🍹🌍** — a relaxed evening to meet new people, have a drink, and enjoy good conversations. Whether you’re new in Milan or just looking to expand your circle, this is an easy, social way to connect. **How it works:** We’ll meet at **20:00** at Mom Cafè, grab a drink, and naturally mix and chat as people arrive. No pressure, no structure — just good vibes. ❗️To find the group and stay updated, you’ll need to join the WhatsApp group. 📌 **Who** Internationals, expats, students, and locals aged **20–35** who enjoy social evenings and meeting new people. 📌 **How** • RSVP on Meetup • **Join the WhatsApp group (essential) 📲** • Keep your RSVP updated so we know numbers

La domenica ormai è appuntamento fisso per il nostro gruppo e adesso che le temperature si sono abbassate è il momento di spostarci nella parte invernale del Just me (ex Just Cavalli). Ci incontriamo alle 20:00 per socializzare al nostro tavolo riservato e gustare un ottimo buffet con la prima consumazione inclusa al costo di soli 10€. Alle 22:30 faremo un brindisi di prosecco offerto dagli organizzatori e chi vuole può rimanere a ballare. Serata dedicata a un pubblico di tutte le età, divertimento assicurato! È gradita conferma via whatsapp ai nostri numeri: Enrico 3930134920 melissa 3755058482

Bla Bla Milano is the multi language event in the city! Join both locals than expats, talk different languages, and make new connections in a friendly atmosphere. Multiple tables with different languages created on the go! Anyone is welcome, just join us and get your drink! If you are hungry we have a dedicated formula with the place, dish + drink @ 13 euro. See you at Henry's cafe in via Col di Lana, close to Darsena and Navigli, Tram number 3 or metro Porta Genova. Join us at any time and... Bring your friends! Our whatsapp group: https://chat.whatsapp.com/JpPUx7VB0HGBgCcMEUCGmP (please momentarily add an "+" before Info description in order to be accepted)

We're excited to launch **GitHub Copilot Dev Days**, a global in‑person community event series running **March 15 – April 30**! Let's come together as developers, grow our local community, and showcase the power of GitHub Copilot with **free, high‑quality training materials** from Microsoft + GitHub. * GitHub Copilot in VS Code * GitHub Copilot CLI … and more! * **Intro Talk (30–45 min):** GitHub Copilot + AI development * **Local Community Talk (30–45 min):** NOT ME, **[Matt Eland](https://www.linkedin.com/in/matteland/)** * **Hands‑on Workshop (1 hour):** Practical exercises using GitHub Copilot * **SPECIAL GUEST** **(virtual)**: **[Andrea Griffiths](https://www.linkedin.com/in/acolombiadev/)** (Senior Developer Advocate at GitHub) ***Bring your laptop and expect to write some (AI-generated) code; this time!*** Food and drinks will be available. There will be a Pro+ Sweepstakes, and details on how to enter will be provided at the event. Microsoft will be raffling off 300 GitHub Copilot Pro+ codes at the end of Dev Days. How it works: * Attendees will enter the raffle by filling out an entry form provided at the event. * Codes will be raffled off at the end of the event series! **LOCATION:** 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

**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** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. 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)

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

Colombus Code & Coffee is thrilled to partner with Central Ohio Azure to put on the global Azure community day! RSVP here: https://www.meetup.com/central-ohio-azure/events/313484939/ View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!