Machine Learning

🍻 LOO-BLAH-NAH International ZAP Pub Quiz – Every Tuesday @ 19:00! 🧠 Every Tuesday @ 7 PM 📍 Pub LOO-BLAH-NAH Center (Adamič-Lundrovo nabrežje 1) 🗣 Quiz in ENGLISH \| 💶 €5 per person \| 👥 Teams of 2–5 Join us every Tuesday evening at Pub LOO-BLAH-NAH Center for a fun, competitive, and social international pub quiz. ⚠ IMPORTANT: EXCLUSIVE & INTIMATE This venue is cozy! We have a strict limit of 50 people. Registration is highly advised—secure your spot before it fills up! 👉 Register here: https://forms.gle/V5fJieLx3ySXjnoS7 🎯 WHAT IS IT? Teams of 2 to 5 people compete in 4 rounds of 10 questions. General knowledge, pop culture, movies, music, geography, weird facts & surprises. The top 2 teams win rich prizes 🏆 (drinks, bar goodies, and eternal bragging rights). 🙋‍♀ NO TEAM? NO PROBLEM! Want to come but don’t have a team? 👉 Join the Ljubljana International WhatsApp Community and just write that you’d like to attend the Tuesday Pub Quiz. We’ll connect you with other like-minded people and make sure you get a spot at a fun international table. 🔗 Join the WhatsApp Group: https://chat.whatsapp.com/KB3YaX1GuqY4eYcYUh3TpK 🕹 HOW IT WORKS 1️⃣ Register your team in advance (recommended – the venue fits only \~50 people). 2️⃣ Arrive around 18:45 at Pub LOO-BLAH-NAH Center. 3️⃣ Pay €5 per person at the bar (cash/card). 4️⃣ Grab a drink 🍺 and get comfy with your team. 5️⃣ Play 4 rounds × 10 questions – all in English. 6️⃣ Top teams win prizes & glory. 📍 EVENT DETAILS 📅 When: Every Tuesday 🕖 Time: 19:00 (quiz starts shortly after) 📍 Where: Pub LOO-BLAH-NAH Center 💶 Entry: €5 per person 👥 Team size: 2–5 players 🗣 Language: English 👨‍👩‍👧‍👦 Vibe: Fun, friendly, international & a bit competitive 📅 SCHEDULE Every Tuesday: 🕖 18:45: Arrival, drinks, and finding your team. 🧠 19:00: Quiz starts! 🏆 21:00: Winners announced & celebratory drinks. ⚠ LIMITED SEATING – REGISTRATION ADVISED The pub holds around 50 people, so spots can fill up quickly. To secure a place for your team: ✅ Register your team in advance here: https://forms.gle/V5fJieLx3ySXjnoS7 ✅ Or join the WhatsApp group and say you’re coming here: https://chat.whatsapp.com/KB3YaX1GuqY4eYcYUh3TpK 📲 Come for the quiz, stay for the people. Make Tuesday your new favorite pub night at LOO-BLAH-NAH International ZAP Pub Quiz! This event is organized by Ljubljana International, ZAP Events and Pub LOO-BLAH-NAH Center \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🍻 LOO-BLAH-NAH International ZAP Pub Quiz – Vsak torek ob 19:00! 🧠 Vsak torek ob 19:00 📍 Pub LOO-BLAH-NAH Center (Adamič-Lundrovo nabrežje 1) 🗣 Kviz v ANGLEŠČINI \| 💶 5 € na osebo \| 👥 Ekipe 2–5 oseb Pridružite se nam vsak torek v Pubu LOO-BLAH-NAH Center na zabavnem, tekmovalnem in mednarodnem pub kvizu! ⚠ POMEMBNO: INTIMNO & OMEJENO ŠTEVILO MEST Prostor je majhen in sprejme največ 50 ljudi. Zato priporočamo obvezno registracijo – zagotovite si mesto, preden se zapolni! 👉 Registracija: https://forms.gle/V5fJieLx3ySXjnoS7 🎯 KAJ JE TO? Ekipe 2 do 5 oseb tekmujejo v 4 krogih po 10 vprašanj. Teme vključujejo splošno znanje, pop kulturo, filme, glasbo, geografijo, nenavadna dejstva in presenečenja. Najboljši dve ekipi prejmeta lepe nagrade 🏆 (pijače, nagrade iz bara in večna hvala & slava). 🙋‍♀ NIMAŠ EKIPE? NI PROBLEMA! Želiš priti, pa nimaš ekipe? 👉 Pridruži se WhatsApp skupnosti Ljubljana International in napiši, da želiš na torkov pub kviz. Povezali te bomo z drugimi udeleženci in ti zagotovili ekipo. 🔗 WhatsApp skupina: https://chat.whatsapp.com/KB3YaX1GuqY4eYcYUh3TpK 🕹 KAKO DELUJE 1️⃣ Registriraj svojo ekipo vnaprej (priporočljivo – prostor sprejme samo 50 ljudi). 2️⃣ Pridi ob 18:45 v Pub LOO-BLAH-NAH Center. 3️⃣ Plačaj 5 € na osebo na baru (gotovina/kartica). 4️⃣ Vzemi pijačo 🍺 in se udobno namesti s svojo ekipo. 5️⃣ Igraj 4 kroge po 10 vprašanj – vse v angleščini. 6️⃣ Najboljši ekipi prejmeta nagrade & slavo. 📍 PODROBNOSTI DOGODKA 📅 Kdaj: Vsak torek 🕖 Čas: 19:00 (kviz se začne kmalu po tem) 📍 Kje: Pub LOO-BLAH-NAH Center 💶 Vstopnina: 5 € na osebo 👥 Velikost ekipe: 2–5 igralcev 🗣 Jezik: Angleščina 🌍 Vibe: Zabavno, prijazno, mednarodno & malo tekmovalno 📅 URNIK Vsak torek: 🕖 18:45 – prihod, pijača, oblikovanje ekip 🧠 19:00 – začetek kviza 🏆 21:00 – razglasitev zmagovalcev & druženje ob pijači ⚠ OMEJENA MESTA – PRIPOROČENA PRIJAVA Da si zagotovite mesto: ✅ Registrirajte svojo ekipo: https://forms.gle/V5fJieLx3ySXjnoS7 ali ✅ Pridružite se WhatsApp skupini in napišite, da prihajate: https://chat.whatsapp.com/KB3YaX1GuqY4eYcYUh3TpK 📲 Pridite zaradi kviza, ostanite zaradi ljudi. Naj torek postane vaš novi najljubši pub večer z LOO-BLAH-NAH International ZAP Pub Quiz! Organizirajo: Ljubljana International, ZAP Events in Pub LOO-BLAH-NAH Center.

🍺 LOO-BLAH-NAH International ZAP Pub Quiz — Every Tuesday @ 19:00! 🧠 Fun • Social • Competitive • International Looking for something to do on Tuesday nights? Want to meet people, challenge your brain, and have a few drinks? This is THE international quiz night in Ljubljana — lively, friendly, and always full of surprises. 📍 Pub LOO-BLAH-NAH Center (Adamič-Lundrovo nabrežje 1) 🕖 Every Tuesday @ 7 PM 💶 €5 entry • 🗣 English • 👥 Teams of 2–5 ⚠ LIMITED CAPACITY (45 people) The pub is cozy — seats disappear fast. Save your spot: 👉 Team Registration: https://forms.gle/V5fJieLx3ySXjnoS7 🙋‍♂️ NO TEAM? NO PROBLEM. Come alone → leave with a team. Just write “looking for a team” in our WhatsApp group: 👉 Pub Quiz WhatsApp Group: https://chat.whatsapp.com/KB3YaX1GuqY4eYcYUh3TpK We match people up every week. 🎮 HOW THE QUIZ WORKS 1️⃣ Arrive \~18:45 2️⃣ Pay €5 at the bar 3️⃣ Grab a drink 🍺 4️⃣ Quiz starts at 19:00 sharp 5️⃣ 4 rounds × 10 questions 6️⃣ Winners revealed around 21:00 Prizes for the top teams! 🏆 📅 EVENT DETAILS 📅 Every Tuesday 🕖 19:00 📍 Pub LOO-BLAH-NAH Center 💶 €5 entry 👥 Teams of 2–5 🌍 Friendly international crowd 🗣 Quiz in English Organized by Ljubljana International x ZAP Events x Pub LOO-BLAH-NAH. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🍺 LOO-BLAH-NAH International ZAP Pub Quiz – Vsak torek ob 19:00! 🧠 Zabavno • Mednarodno • Tekmovalno Iščeš druženje ob torkih? Rad/a spoznavaš ljudi, rešuješ kvize in piješ dobro pivo? To je najbolj mednarodni pub kviz v Ljubljani – sproščeno, zabavno in vedno polno dobre energije. 📍 Pub LOO-BLAH-NAH Center (Adamič-Lundrovo nabrežje 1) 🕖 Vsak torek ob 19:00 💶 5 € • 🗣 Kviz v angleščini • 👥 Ekipe 2–5 oseb ⚠ OMEJENA KAPACITETA (45 mest) Prostor se zelo hitro zapolni. Priporočamo registracijo: 👉 Prijava ekipe: https://forms.gle/V5fJieLx3ySXjnoS7 🙋‍♀ NIMAŠ EKIPE? SUPER — PRIDI SAM/A. Napiši “iščem ekipo” v WhatsApp skupini: 👉 WhatsApp skupina: https://chat.whatsapp.com/KB3YaX1GuqY4eYcYUh3TpK Vsak teden povezujemo solo igralce v ekipe. 🎮 KAKO POTEKA KVIZ 1️⃣ Prihod okoli 18:45 2️⃣ Plačilo 5 € na baru 3️⃣ Pijača v roke 🍺 4️⃣ Kviz začne ob 19:00 5️⃣ 4 krogi × 10 vprašanj 6️⃣ Zmagovalci ob \~21:00 Nagrade za najboljše ekipe! 🏆 📅 PODATKI O DOGODKU 📅 Vsak torek 🕖 19:00 📍 Pub LOO-BLAH-NAH Center 💶 5 € 👥 Ekipe 2–5 🌍 Mednarodna družba 🗣 Kviz v angleščini Organizirajo Ljubljana International x ZAP Events x Pub LOO-BLAH-NAH.

Next AWS meetup is up to date. This chapter is dedicated to **cloud migration** and **a developer-first tour of the AWS services**. 🗓 **Save the Date**: Mark your calendar 🍕 + 🍺 = Let's gather around pizza and beer at **Hevre** or Watch the stream on [YouTube (link)](https://youtube.com/live/x2YENCV4jnU) Hosted by: **Maciej Lelusz**, AWS Hero AWS Community Builders: **Maria Kmita** 🎤 **Speakers**: 〰️ *„Cross-Account, Cross-Region,* *Cross-Fingers – Migrating a Live AWS Platform"* **Volodymyr Hordiienko**, DevOps Architect at Intellias 〰️ *„NET on AWS: Better Than You Think"* **Wojtek Dąbrowski**, AWS Hero 💡 Details about Speakers & Talks💡 **Volodymyr Hordiienko:** DevOps Architect with over a decade of experience in multi-cloud infrastructure, platform engineering, and delivery automation. Designs and builds production-grade environments across AWS, Azure, GCP, and hybrid on-prem - covering architecture, infrastructure-as-code, CI/CD pipelines, container platforms, security, and operational reliability. Has led cloud migrations, platform modernizations, and greenfield builds across industries, including telecom, healthcare, IoT, finance, and retail. ☞ will speak about: A practical AWS migration story about rebuilding a live platform from a single-account, manually managed setup into a governed multi-account delivery model. The talk covers Terragrunt/Terraform, ECS Fargate, RDS, S3, CloudFront, Lambda, Cognito, CI/CD, cross-account deployments, mobile release pipelines, enterprise IAM constraints, and the operational reality of getting an AWS platform truly ready for production. **Wojtek Dąbrowski**: is a Solutions Architect and backend engineer with over a decade of experience, working primarily with AWS. He stays hands-on with code and delivery, combining practical engineering with architecture and technical decision-making. Currently, he is a Platform Tech Lead at Northmill Bank. Since 2019, he has led AWS User Group Silesia in Poland, and in 2023, he was recognized as an AWS Hero. ☞ will speak about: Most people still assume AWS is not the natural home for .NET and treat C# as a “second choice” on AWS. That used to be a fair concern in some areas, but it’s no longer the reality. In this talk, we’ll walk through what building on AWS looks like when your primary stack is C# and modern .NET. We’ll take a developer-first tour of the AWS services that make .NET a strong fit: serverless workloads (APIs, async processing, event-driven systems), container platforms, and infrastructure-as-code written in C#. Along the way, I’ll show concrete patterns and trade-offs, including where .NET shines, where it’s neutral, and where you should be honest and pick a different tool. The goal is simple: leave with a clear mental model, practical options you can use immediately, and a refreshed view of what “.NET on AWS” can look like in 2026.

Have you ever had a great idea but failed to share it with others due to stage fright? Are you ready to conquer your fear of public speaking? Join us at Toastmasters Klub Ljubljana for an interactive workshop designed to help you build confidence and develop effective public speaking skills. Our experienced members will guide you through exercises to improve your communication skills, critical thinking, and impromptu speaking abilities. Whether you're a beginner or an experienced speaker looking to enhance your leadership and presentation skills, this workshop is perfect for you. Don't miss this opportunity to network with like-minded individuals, practice your English as a second language, and unleash your creativity in a supportive and encouraging environment. Learn the art of DIY presentations and gain valuable insights on how to excel in social networking settings. Join us and take the first step towards becoming a confident and successful communicator. See you there! MEETING STRUCTURE: 1st PART - prepared speeches 2nd PART - short impromptu speech competition (you can vote for the best speaker, and you can also participate) 3rd PART - evaluation of speeches and general feedback Toastmasters is an incredibly safe environment. We guide you every step of the way. Great communication skills make the leaders of tomorrow! https://toastmasters.si info@toastmasters.si WE MEET EVERY THURSDAY at Gozdarski inštitut Slovenije AT 18.45 (every 1st and 3rd Thursday of the month meetings are in English, the rest in Slovenian.) Gozdarski inštitut Slovenije Večna pot 2 1000 Ljubljana OUR MEETUP IS MOSTLY USED BY GUESTS. MORE PEOPLE ATTEND. Ti je že kdaj tako zagodla trema, da je tvoja super ideja ostala na papirju, neizrečena? Če želiš več samozavesti pri javnem nastopanju, te toplo vabimo na naše Toastmasters srečanje. Brez skrbi, ne bo ti treba na oder, celo srečanje in vse govorce lahko opazuješ kot gost oz. gostja. Vse je prilagojeno tvojemu tempu. POTEK SREČANJA: 1. DEL - vnaprej pripravljeni govori 2. DEL - kratki improvizirani govori (lahko glasuješ za najboljši govor, lahko pa tudi sodeluješ) 3. DEL - evalvacija govorov in splošne povratne informacije Toastmasters je izjemno varno okolje. Vodimo te na vsakem koraku in skozi odlične komunikacijske spretnosti gradimo voditelje prihodnosti. https://toastmasters.si info@toastmasters.si VABLJEN/A VSAK ČETRTEK v Gozdarski inštitut Slovenije ob 18:45.Vsako 1. in 3. srečanje v mesecu poteka v angleščini, ostala srečanja pa v slovenščini. Gozdarski inštitut Slovenije Večna pot 2 1000 Ljubljana NAŠ MEETUP JE NAMENJEN GOSTOM. NA SREČANJA PRIDE VEČ LJUDI.

Marketers today have more channels and tools than ever and yet delivering real, measurable results has never been more challenging. If this sounds familiar, the **[event](https://go.leverup.io/leverup_braze_ljubljana_2026?utm_source=Meetup&utm_medium=events&utm_campaign=Braze_events_2026)** **[𝗟𝗲𝘃𝗲𝗿𝗨𝗣](https://leverup.io/braze/?utm_source=Meetup&utm_medium=events&utm_campaign=Braze_events_2026)** is organizing with **[𝗕𝗿𝗮𝘇𝗲](https://www.braze.com/?utm_source=Meetup&utm_medium=events&utm_campaign=Braze_events_2026)** is just for you. ✅ LeverUP, a Zagreb-based consulting company specializing in customer engagement, invites you to an exclusive event **[More channels, more tools... and fewer results?](https://go.leverup.io/leverup_braze_ljubljana_2026?utm_source=Meetup&utm_medium=events&utm_campaign=Braze_events_2026)** We’ll show you what Braze, a leading global customer engagement platform, can do for your business and how it brings together data, channels, and personalization in one place, using them in real time. ⌛ 𝗪𝗵𝗲𝗻? May 20, 2026, from 10 am to 1 pm 📍 𝗪𝗵𝗲𝗿𝗲? Hotel One 66 Celovška cesta 166, Ljubljana 𝗪𝗵𝗮𝘁 𝘁𝗼 𝗲𝘅𝗽𝗲𝗰𝘁: ✅ How well do you really know your customers? ✅ What makes Braze different from other platforms - multichannel communication, personalization, metrics ✅ Interactive live demo - when Braze Agent works instead of you ✅ Practical insights, not theory - how brands increased conversions and customer loyalty with Braze ✅ Networking and conversations with ambitious marketers in a relaxed atmosphere ✅ Drinks and food Dress code: business casual Seats are limited. [➡️ 𝗥𝗲𝗴𝗶𝘀𝘁𝗲𝗿 𝘃𝗶𝗮 𝘁𝗵𝗲 𝗹𝗶𝗻𝗸.](https://go.leverup.io/leverup_braze_ljubljana_2026?utm_source=Meetup&utm_medium=events&utm_campaign=Braze_events_2026) We look forward to seeing you. 🙂

We’re launching a beginner Bachata & Salsa course together with one of the best dance schools in Ljubljana — @utripplesa. You’ll learn the basics, get comfortable with the movements and simply enjoy dancing in a relaxed and friendly atmosphere. Perfect for those who have been wanting to try partner dancing but didn’t know where to start. 📅 **Sundays at 17:00 (starting 05.04)** ⏱ **4 classes (1.5 hours each)** 💶 **Price:** €45 for the full course €40 per person if you join with a partner or a friend If you didn’t attend the trial class, you can join the **first session for €10** to see if you like it before committing to the full course. 👉 **Register here:** [https://forms.gle/Gp47pWi8Pk2QsKTu5](https://forms.gle/Gp47pWi8Pk2QsKTu5) Please make sure to **check your email and WhatsApp after registering** — we’ll send all confirmations and updates there. Let’s dance ✨

We’re launching a beginner Bachata & Salsa course together with one of the best dance schools in Ljubljana — @utripplesa. You’ll learn the basics, get comfortable with the movements and simply enjoy dancing in a relaxed and friendly atmosphere. Perfect for those who have been wanting to try partner dancing but didn’t know where to start. 📅 **Wednesdays at 17:00 (starting 20.05)** ⏱ **4 classes (1 hour each)** 💶 **Price:** €40 for the full course €37 per person if you join with a partner or a friend If you didn’t attend the trial class, you can join the **first session for €10** to see if you like it before committing to the full course. 👉 **Register here:** [https://forms.gle/Gp47pWi8Pk2QsKTu5](https://forms.gle/Gp47pWi8Pk2QsKTu5) Please make sure to **check your email and WhatsApp after registering** — we’ll send all confirmations and updates there. Let’s dance ✨

**Bitcoin Pizza Party 2026 - Praznuj z nami!** Se spomniš legendarnega nakupa dveh pic za 10.000 bitcoinov? Letos praznujemo že 16. obletnico prve bitcoin transakcije, ki je dokazala, da lahko digitalni denar zaživi tudi v resničnem svetu! Bitcoin Pizza Party se vrača – in to **22\. maja 2026** na vrh **Nebotičnika** v Ljubljani, kjer te čaka večer poln zanimivih debat, odlične hrane in vrhunske zabave. Vstopnice za dogodek so na voljo na **[Entrio.si](https://www.entrio.si/event/bitcoin-pizza-party-2026-neboticnik-32231)**[ ](https://www.entrio.si/event/bitcoin-pizza-party-2026-neboticnik-32231)oziroma **[bitcoin.si](https://bitcoin.si/bitcoin_pizza_party_2026.html)**, kjer so na voljo tudi vstopnice za člane po znižani ceni. Kaj te pričakuje? * **Veliko pice** – 1,5-metrske pice številnih okusov, pripravljenih posebej za ta dogodek! * **Interaktivni panel** – pogovor z vodilnimi strokovnjaki o najnovejših trendih v kriptosvetu. * **Elektronska glasba & DJ** – za popolno vzdušje Bitcoin Pizza Day ni le spomin na zabavno anekdoto, ampak pomemben mejnik v zgodovini Bitcoina, ki je svetu dokazal, da digitalni denar deluje. Pridruži se nam in praznuj z nami! **Datum**: 22. maj 2026 **Lokacija**: Nebotičnik, Ljubljana **Začetek**: 18:00 **Zaključek**: 23:59 Ne zamudi – prijavi se zdaj in si zagotovi mesto na največji bitcoin zabavi leta! Dogodek podpirajo **NiceHASH, BybitEU, NAKA**, ki bodo tudi prisotni na dogodku....

📈🍺 LJUBLJANA BEER & BUSINESS: THE MARKETING EDITION \| NETWORKING \+ MASTERMIND @ LOO\-BLAH\-NAH Last Thursday more than 30 founders, freelancers, marketers, and ambitious people joined us for our Beer & Business AI Edition. So this Thursday… we’re running it back. But this time: 👉 MARKETING. Because honestly… you can have the best product in the world — but if nobody sees it, it doesn’t matter. ━━━━━━━━━━━━━━━ 🔥 THIS WEEK’S TOPIC: MARKETING IN 2026 What’s actually working right now? What are people doing to: 📈 get more customers 🎥 create viral content 💰 scale ads profitably 🧠 build personal brands 🚀 grow startups faster 🌍 dominate attention online This is not a lecture. This is an open-floor networking + mastermind session where business owners, marketers, creators, freelancers, and founders exchange real ideas, strategies, tools, wins, failures, and experiments. ━━━━━━━━━━━━━━━ 🌍 WHAT TO EXPECT 🍻 relaxed networking atmosphere 🤝 20+ ambitious people 📈 marketing & growth conversations 🎥 content creation discussions 🚀 startup & business networking 💻 freelancers + founders + creators 🌍 international crowd Whether you’re: • running ads • building a startup • creating content • growing a brand • freelancing • trying to get clients • or just curious how modern marketing works… you’ll fit right in. ━━━━━━━━━━━━━━━ 📍 DETAILS 📅 Thursday, 21 May 🕖 From 19:00 onwards 📍 Pub LOO-BLAH-NAH Center, Ljubljana ━━━━━━━━━━━━━━━ 👥 WHO SHOULD COME 📈 Marketers 🚀 Startup founders 💼 Business owners 🎥 Content creators 💻 Freelancers 🌍 Digital nomads 🧠 Curious ambitious people ━━━━━━━━━━━━━━━ 🌍 BUSINESS NETWORKING GROUP Join the WhatsApp group to network with other entrepreneurs, freelancers, creators, and ambitious people in Ljubljana: 👉 https://chat.whatsapp.com/JosnrqMBjQlLO9ogsWJUnt ━━━━━━━━━━━━━━━ 🔥 WHY COME? Because marketing is changing faster than ever. The people learning fastest right now… will probably dominate the next 5 years. Come exchange ideas, meet smart people, and maybe discover your next collaboration, client, cofounder, opportunity, or friend. ━━━━━━━━━━━━━━━ 👉 FINAL NOTE Good marketing conversations are rare. Good marketing conversations with beer are even rarer. See you Thursday 🍻📈

Carissimi, proseguiamo il nostro viaggio per parlare di **#AWS** ! Ci troviamo in **#presenza GIOVEDì 21 maggio alle ore 19:00**. L'incontro si terrà presso il[ Coworking Mestre](https://www.coworkingmestre.it/), in via Torino 135, di fronte al NH Laguna Palace Hotel. E per chi non potesse raggiungerci, si terrà anche in **#streaming** su YouTube. La scaletta prevede due speech seguiti da discussione ciascuno. 🗣[Riccardo Marostica](https://www.linkedin.com/in/riccardo-marostica-bba072206/), ci parlerà delle sfide che ha affrontato nel passaggio da prototipo a sistema reale con Amazon **#Bedrock #AgentCore** ! A seguire 🗣 [Tommaso Dri](https://www.linkedin.com/in/tommaso-dri/), ci racconterà come passare da un’infrastruttura statica a un modello dinamico **#PayAsYouGo** attraverso AWS **#CloudFormation** e **#Lambda** ! 👥 Poi ci sposteremo per \( 🍸 \| 🍺 \) & \( 🍕 \| 🍔 \) e **#networking** ! E come sempre, proponete[vi per] argomenti e/o location con il [Form Google](https://forms.gle/1JdE6YWPbo6phuLe8) o direttamente nel canale Telegram, o come speaker su [Sessionize](https://sessionize.com/aws-user-group-venezia/) !

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)

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

If you enjoy knitting, crocheting, working with yarn, this is the group for you. Meet new friends, bring your projects, learn from others.
We normally meet a few times a month during the week from 6-8pm. We will occasionally meet on weekends during daytime hours.

**Welcome to Drunken Philosophy** a casual, curious social discussion **Optional topic for this meetup: What's up with all the AI hate?** A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad. My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one. Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it? I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction. Come out tonight, have a friendly debate, and make some friends. No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.

5:45-7:45 in Conference Room B, Library lower level. Bring your yarn projects, meet new friends. If you plan to attend, please RSVP yes. If you can’t attend, please change your RSVP to no. This helps anyone who is waitlisted and it allows me to have an accurate count of attendees as our space is quite limited. Plenty of parking in the lot, in the overflow lot across the street, and on the street. See you there!

**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