Machine Intelligence

Lépj be egy varázslatos, párhuzamos univerzumba, aminek ha korábban tudtál is a létezéséről, nem gondoltad, hogy ennyire kiforrott! (It's important that the event is held in Hungarian!) Újratöltött **Shiwaforce AI Forge 2026** meetupunkkal bevezetünk a kézzel fogható, érezhető, látható, szagolható AI világba, ami túlmutat a kódok és képek generálásán: ez a **fizikai AI.** Eseményünkön elismert szakértők vezetnek be a robotika, a dróntechnológia, a számítógépes látás és persze mindezek jogi vonatkozásainak világába, bemutatva, hogyan válik az algoritmus kézzelfogható értékké a gyártósorokon, a kiskereskedelemben és a mindennapi környezetünkben. *Biztosítsd helyed egy gyors előzetes részvétellel, ehhez töltsd ki a lenti formot!* **AGENDA** **17:00 \- 17:30 \|** Kapunyitás, érkezés (Shiwaforce HQ) **Az agendát folyamatosan frissítjük!** **Előadóink:** * [Várhelyi-Tóth Gergely](https://www.linkedin.com/in/tgergo1/) \- TÜV Rheinland Group **\|** a Computer vision kihívásai * [Kovácsné Dr. Bikki Laura](https://www.linkedin.com/in/lbikki-laura/) LL.M. **\|** AI jogi és robotikai szakértő * [Holló Benjamin](https://www.linkedin.com/in/hollo-benjamin-a5bbb1299/) a TerraSky.ai CEO **\|** az AI-támogatott drónalkalmazások * [Zsolt Vaszary](https://www.linkedin.com/in/zsoltvaszary/), a Robotic Retail co-founder **\|** Robotizált kereskedelem Host: [Mátyás-Kollár Gabriella](https://www.linkedin.com/in/gabriellamatyaskollar/) (Head of AI, Shiwaforce) **Csatlakozz hozzánk, ha azoktól szeretnél tanulni az AI-ról, akik évek óta dolgoznak vele.** Ezek a szakértők valós, gyakorlati tapasztalatokat hoznak az említett rendszerekkel kapcsolatban, mivel ők már beépítették a mindennapi munkájukba. Az esemény nemcsak értékes tudást, de networking lehetőségeket is biztosít. \*\* – Itt van az ajtó, ami arra vár, hogy átlépj rajta a „másik oldalra”. Regisztrálj előzetesen!\*\* **—** Fontos, hogy az esemény magyar nyelven kerül megtartásra! / It is important that the event is held in Hungarian!

The language of this workshop is Hungarian. A program a **Budapest Accessibility Meetup**, a **UX Budapest** és az **Appy** közös szervezésű eseménye. A felhasználóknak mindig tudniuk kell, hogy egy-egy űrlapmezőbe milyen adatot írjanak be. Ehhez elengedhetetlen az űrlapmezők megfelelő címkézése, illetve instrukciókkal történő ellátása. Mivel a címkék nagyon fontosak az akadálymentesség szempontjából, ezért kiemelt szerepet kapnak WCAG szabványban is. A WCAG számos kritériuma foglalkozik azzal, hogy a címkézési folyamat mely aspektusai okozhatnak potenciális akadályokat. A workshopon gyakorlati példák segítségével azt járjuk körül, hogy milyen módon lehet elkerülni ezeket a címkézéssel kapcsolatos anomáliákat. **Többek közt szó lesz arról, hogy:** * mi az összefüggés az űrlapmező címkéje és elnevezése között, * közvetlenül mely WCAG kritériumok vonatkoznak a címkére, * a különböző kisegítő technológiák használatakor hogyan érvényesül a címke, * milyen a jó címkeszövegezés, * a HTML kódban hogyan valósítható meg az akadálymentes címkézés. **Időpont:** 2026\. március 4\.\, szerda\, 16:00 **Helyszín:** Appy iroda (1061 Budapest, Nyugati tér 1. 6. em.) **Meghívott szakértő:** **dr. Velegi Dorottya** \- CPACC\, jogász **Facilitátorok:** * **Daniss-Bodó Eszter -** ux designer, accessibility advocate (Blue) * **Nagy Árpád -** lead ux designer, akadálymentességi szakértő (OTP) * **Klein Péter -** design strategist & leadership advisor (Blue) * **Szántai Károly -** tanúsított web akadálymentességi szakértő, szakoktató **Program:** 1, Bevezető előadás - Szántai Károly 2, Csoportmunka interaktív feladatokkal 3, Közös összegzés **Kiknek szól?** UX/UI tervezőknek, fejlesztőknek, tesztelőknek, és akadálymentességi szakembereknek. A workshop gyakorlati példáiban nagyon egyszerű HTML kódok is lesznek, de ez senkit ne riasszon el a részvételtől. A kódolásban kevésbé járatos résztvevőknek is segíteni fogunk ezek értelmezésében. **RSVP** Kérjük, használd az RSVP-t! Ha bármilyen okból nem tudsz eljönni, kérjük, frissítsd foglalásodat, hogy más számára felszabaduljon a hely. **A helyszín akadálymentessége:** A helyszín akadálymentes. Lift és akadálymentes mosdó található az épületben. Segítőkutyádat természetesen szeretettel várjuk. **Fotózás** Készíts te is fotókat, és töltsd fel ide az eseményhez. Örökítsük meg együtt eseményeinket. **Van Meetup ötleted?** Folyamatosan szeretnénk javítani eseményeinket a te hozzájárulásoddal is. Ha van egy téma a fejedben, vagy ha szeretnéd, hogy a céged szponzoráljon egy eseményt, esetleg segítenél a szervezésben, jelezd nekünk.

Come meet people and play new board games with the international members of the BFG Whatsapp group! [Link to join the chat is here](https://chat.whatsapp.com/JThEZv724MJ3hvnwBpfJA7). We’ll reserve a few tables at Vault 51 and then play games in smaller groups throughout the evening. **Note:** *Vault 51 requires that you pay a 600 Ft table fee per person at the bar.* Feel free to bring games you want to play or play something from the bar’s collection. Hot food and snacks are available from the bar until about 10pm Spots for this event are limited to not go too far over our table reservation, so please change your RSVP if you are not able to attend, also if you are on the waitlist, please wait to be in the "going" before attending! Also everyone can bring 1 guest only. Don't bring more, we wont have enough seats! Thanks you!

Haladó argentin tangó óra heti rendszerességgel januártól! Várunk szeretettel! **Időpont**: Szerda, 20:15 - 21:30 (első alkalom 2026-ban: **január 6.)** **Helyszín**: Shift Stúdió, Andrássy út 35., 2. em., 12-es kapucsengő **Oktatók** Serbán Andrea és Szeghalmi Endre Órarend: [https://tangolibre.hu/orarend/](https://tangolibre.hu/orarend/) ✦✦✦ Advanced Argentine tango class held on a **weekly basis**. **🕒 Time** Wednesday, 8:15–9:30 PM **📍 Location** Shift Studio, Andrássy út 35., 2nd floor **Teachers** Andrea Serban & Endre Szeghalmi Prices: [https://tangolibre.hu/en/prices/](https://tangolibre.hu/en/prices/)

Középhaladó argentin tangó óra heti rendszerességgel januártól! Várunk szeretettel! **Időpont**: Szerda, 19.00 - 20.15 (első alkalom 2026-ban: **január 6.)** **Helyszín**: Shift Stúdió, Andrássy út 35., 2. em., 12-es kapucsengő **Oktatók** Serbán Andrea és Szeghalmi Endre [További részletek és órarend](www.tangolibre.hu) ✦✦✦ Intermediate Argentine tango class held on a **weekly basis**. **🕒 Time** Wednesday, 7:00–8:15 PM **📍 Location** Shift Studio, Andrássy út 35., 2nd floor **Teachers** Andrea Serban & Endre Szeghalmi Prices: [https://tangolibre.hu/en/prices/](https://tangolibre.hu/en/prices/)

This time, we’re blending art and literature by crafting our own bookmarks. 🔖 Bring your favorite book to inspire you! What to Expect: 🖌️ Craft your own unique bookmarks using watercolor, pencils and thread! We are creating bookmarks based on the feeling of your belived books! Fee: 4000 Ft Come and let your imagination be the guide for your new bookmark. See you there! ✨

Join us for a fun evening of beer tasting and networking with fellow Budapest ex-pats at our next meetup event! Whether you're new in town or a long-time resident, this is the perfect opportunity to connect. Our event will feature a variety of local and international brews for you to sample and discuss, while enjoying great conversations. Don't miss out on the chance to make new friends and discover new favorite beers at Beer People at Lázár utca 7. Come raise a glass with us at the Ex-Pat & English Language Meetup!

Foundation models are leaving the cloud — and entering the physical world. Robotics is quietly becoming the next global ecosystem. Open-source foundation models. End-to-end learning. Industrial-grade reliability. And radically new ways of building robotic bodies. This meetup is special because we’re not just talking theory. We’re bringing together speakers from: • **Hugging Face** — powering one of the world’s leading open AI ecosystems, now expanding into open-source robotics • **mimic robotics** — building scalable, real-world robotic manipulation systems for industrial deployment • **Allonic** — reinventing how robotic bodies are manufactured through its 3D Tissue Braiding technology, recently raised €6M in pre-seed funding — the largest hardware pre-seed round in Hungary to date This event is powered by **ShareTech Foundation** — a non-profit initiative building bridges between frontier technology, industry, and the European tech ecosystem. This event venue is provided by **Tulip Interfaces** a manufacturing app platform empowering frontline teams with digital tools and real-time data. *** ** Date & Time:** March 5. 2026, 17:30 ** Location:** Tulip Interfaces Office - Budapest, Köztelek u. 6, 1092 *** ** The Talks** *** **Dana Aubakirova** ML Research Engineer — Hugging Face **Open-Source Robotics: Bringing Foundation Models to Real Robots** From Vision–Language–Action models to real robotic deployment. Dana will walk us through: * How foundation models are reshaping robotics * Multimodal pretraining and scaling trends * SmolVLA and the LeRobot open-source ecosystem * Community-driven robot data collection * What still blocks large-scale embodied AI If you care about open-source AI moving into the physical world — this one’s for you. *** **Benedek Forrai** Co-Founder & Lead Roboticist — mimic robotics **Systems as Moat — Bringing Reliability into End-to-End Learning** End-to-end learning is exciting. Industrial reliability is harder. Benedek shares: * VLA → VAM evolution * Scaling pretraining without massive robot datasets * Architectural bottlenecks in current pipelines * Why system design becomes the true competitive moat This is where research meets customer-grade deployment. *** **Benedek Tasi** Founder & CEO — Allonic **Complexity in Robotic Bodies — And Making Them Simple Enough for Mass Production** As robot intelligence scales, hardware complexity explodes. Allonic introduces **3D Tissue Braiding** — a radically new way of “growing” robotic bodies in a single integrated process. We’ll explore: * Bio-inspired robotic connective structures * Reducing hundreds of parts into unified builds * Manufacturing scalability for the next robotics wave This is how you build robots that can actually scale. *** ** Agenda** 17:30 — Arrival & welcome 18:00 — Talks 20:00 — Community networking 21:00 — Wrap-up ** Why You Should Come** Because robotics is no longer sci-fi. It’s becoming infrastructure. And the next big shift in AI will be embodied. Join us if you’re into: * AI & foundation models * Robotics & manipulation * Industrial systems * Hardware innovation * Or just want to see where this is all heading As always: high-signal talks, real practitioners, strong community. See you there. *ShareTech.Foundation is building Europe’s next-generation tech communities — from AI and robotics to hardware prototyping and cross-border collaboration.* \*Please note: All presentations will be conducted in English to welcome our growing number of international members. \*\*Please be informed that photographs/videos can be taken at the event, in which the event participants may be identifiable as data subjects. The event usually produces mass shots to show the events in their overall effects, but it can also be possible to highlight a particular person or moment in the recordings. The photo/video may be used and published in promotional and/or marketing materials, on the website, intranet and social media channels. We declare that we will only use photo that are not infringe the personal rights of the data subject.

Hey everyone, here we go again with our next event on Saturday! Linh will host this session, so please follow his instructions! 🙏 IMPORTANT NOTE: Free Cancellation is only until Friday, 18:00 PM. If you cancel after that without noticing the host, You must pay the fee to compensate the court and shuttlecock. WAITLISTED ATTENDEES: If you are in the WAITLIST but you decided to come, there will be an extra payment as part of the punishment. The amount of Payment should be 1,000 HUF extra. Level of expectation : intermediate - advanced Venue: HODOS TAMAS Badminton Hall Our venue does not provide rackets, which means that you'll have to bring your own racket! There are 3 courts booked for us for 3 hours from 16:00 till 19:00. Showers and changing rooms are available! Extra Note Attendance fee: We will divide the court fee by the number of people showing up. However, in certain circumstance, when the number of people cannot is less than and equal to 12, The Host deserve to contact the people who canceled after the time designated cancellation time. The expected fee is usually around 2000-3000 HUF per person. Payment is done at the court. or The host will reach you out via meetup chat. !!!Last but not least: if you have signed up but cannot make it for some reason, just take a minute to sign off, RSVP = no. This is to help those who are on the waiting list and want to play. The cancellation time with non-sick reason should be 18 hours before the session. In case you are not feeling well on the session day, please kindly contact the host via comment or privately message him/her with the direct message feature maximum 3 hours before the session. Looking forward to seeing you! cheers, Yoga Liability: The participation happens on own risk. There is no liability for any accidents, thefts or damages from the organizer.

Csatlakozz hozzánk egy inspiráló estére március 5-én a Lupus Consulting irodájában a 10. Atlassian Community Eseményre, amelyet olyan szakemberek számára szervezünk, akik szeretnék megismerni az ügyfélszolgálat és az eszközmenedzsment legmodernebb megoldásait. Az esemény főbb témái: Customer Service Management (CSM) – Az ügyfélszolgálat jövője Ismerd meg a CSM működését, lehetőségeit és gyakorlati megoldásait Kiss Marcell előadásában. Hatékony eszközmenedzsment Tari Levente bemutatja, hogyan építhetsz fel jól strukturált asset sémákat, valamint hogyan automatizálhatod az eszközobjektumok frissítését és létrehozását a hatékonyabb működés érdekében. Élet az Opsgenie után Betekintést nyerhetsz az Opsgenie migráció kihívásaiba, majd megismerheted az új Jira Service Management (JSM) Operations felületet Salánki Attila izgalmas bemutatója keretében. Networking Kötetlen beszélgetés és közös pizzázás🍕🍺 az előadások témáiról és egyéb izgalmas szakmai lehetőségekről. Program: 16:30–17:00: Regisztráció 17:00–17:10: Köszöntő 17:10–17:30: A Customer Service jövője: Újdonságok, lehetőségek és megoldások Előadó: Kiss Marcell 17:35–17:55: Hatékony Asset kezelés – Asset sémák felépítése, objektumok frissítése és létrehozása automatizmusokkal Előadó: Tari Levente 18:00–18:30: Pizzázás🍕 18:30–18:50: Élet az Opsgenie után – migrációs kihívások és az új JSM Operations felület bemutatása Előadó: Salánki Attila 📍 Helyszín: Lupus Consulting iroda Ne hagyd ki ezt a remek lehetőséget, hogy kapcsolatba lépj hasonló gondolkodású szakemberekkel, és lépéselőnybe kerülj a szakmádban. Biztosítsd a helyed most, és légy részese a jövőbe vezető izgalmas útnak! 🚀 Agenda --- Speakers Attila Salánki - Lupus Consulting (Atlassian Consultant) Marcell Kiss - Lupus Consulting (Atlassian Consultant) Levente Tari - Lupus Consulting (Atlassian Consultant) Hosted By Attila Gaspar [META-INF], Community Leader Ernszt-Galamb Eszter, Marketing specialist Ágnes Ignáth, Community Champion & Atlassian Consultant --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Lupus Consulting (https://lupusconsulting.com/hu) --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-budapest-presents-10th-budapest-ace-tavaszi-atlassian-community-esemeny/.

English below \-\-\-\-\-\-\-\-\-\-\-\-\- Tarts egy kis szünetet a hétköznapi rohanásban és gyere el csendes könyvklubunkba a Fővárosi Szabó Ervin Könyvtárba. Hozd magaddal az aktuális könyvedet, merülj el benne egy órácskát, majd oszd meg velünk, amit olvastál. 🗺 Hogyan találsz meg minket: A tanulótér felújítása miatt az eseményt a FSZEK Ötpacsirta u-i épületében tartjuk (Ötpacsirta u. 4., a Központi Könyvtár bejáratával szemben): az épületbe beérve gyere fel az első emeletre a balra található lépcsőn. A termünk rögtön a lépcsősorral szemben lesz. 💡 Részvételi díj: Nincs. :) 🥤 Étel-ital: Kérünk, zárható üvegben hozz magaddal innivalót, ha az esemény alatt megszomjaznál. Másból inni, valamint a teremben enni nem lehet. 🕑 A menetrend: 17:00–17:30 – Érkezés és bemutakozókör: mit fogsz olvasni? 17:30–18:30 – Csendes olvasás 18:30–19:30 – Választható beszélgetés a könyvekről (magyarul) Extra: Az esemény után igény szerinti afterezés a [Prága Kávéház és Sörözőben](https://pragakavezo.hu/) (Baross u 8.), hogy ne csak könyvekről beszélgessünk! Ha csak erre jönnél, írj üzenetet, hogy ne kerüljük el egymást. Fontos: Ez egy teljesen magyar nyelvű esemény. A bemutatkozó kör az elején és a kötetlen beszélgetés a végén is magyarul zajlik. Az olvasás csendje persze mindenkié, így nyugodtan hozhatsz bármilyen nyelvű könyvet. A részvétel ingyenes, de a helyek korlátozottak. A helyedet a hivatalos Meetup eseményen való regisztrációval tudod biztosítani: Várunk szeretettel! \-\-\-\- Please note: This is a Hungarian-language event. The introductions at the beginning and the optional discussion at the end are held in Hungarian.

From the earliest moments of human reflection, people have asked a question as simple as it is profound: **Why are we here?** "*The unexamined life is not worth living,*" Socrates The search for the meaning of life is not merely an abstract puzzle; it is woven into our choices, our values, and the way we understand happiness, suffering, and purpose. In ancient Athens, Socrates suggested that a meaningful life begins with examination, placing self-knowledge at the center of human existence. For Socrates, meaning was not something handed to us but something discovered **through dialogue, questioning, and moral awareness**. Aristotle later offered a different but complementary vision. He proposed that the purpose of human life is eudaimonia, often translated as **flourishing**. According to Aristotle, meaning is found not in fleeting pleasure but in living virtuously, developing our capacities, and contributing to the life of the community. A meaningful life, in his view, is one lived in accordance with reason, balance, and excellence of character. Modern philosophy introduced a more unsettling perspective. Jean-Paul Sartre argued that human beings are “condemned to be free.” There is no predetermined purpose, no universal script that defines our existence. Instead, meaning emerges from **our choices**. We create who we are through action, and with that freedom comes responsibility. Meaning, then, is not discovered but constructed. Simone de Beauvoir extended this existential insight by emphasizing that meaning is not created in isolation. Human freedom exists in relation to others. To live meaningfully is to recognize both one’s own freedom and the freedom of others, and to engage in projects that affirm shared humanity. For de Beauvoir, meaning involves responsibility, connection, and the ethical use of freedom in a world that offers no fixed answers. Across these perspectives, a fascinating tension emerges. *Is meaning something we discover, cultivate, or create?* Is it rooted in virtue, happiness, responsibility, relationships, or purpose? Perhaps the enduring power of this question lies precisely in the fact that no single answer has ever satisfied everyone. Today, the question remains open, inviting each generation to respond in its own way. Philosophy offers frameworks, science offers explanations, culture offers narratives—but ultimately the question turns toward each of us personally. So as we begin this seminar, we return to the question that has echoed across centuries of thought and experience: **What is the meaning of life to you?** **BIO**: Georgiana Turculet is a multidisciplinary philosopher and two-time Marie Curie fellow. She holds a PhD from Central European University and has held academic positions at several European institutions, including the Department of Philosophy at Pompeu Fabra University and the Department of Philosophy at University of Copenhagen If the Paypal system is not working for any reason, don't worry, you can make a contribution on location, which helps us to pay for the meetup service and to keep the event going. Send me a private message if you need help.

**Celebrate yourself, your path, and your power. Let's bloom together! Hello Budapest! 🌷** Traditional International Women’s Day can often feel like a quick gesture. At the **Women’s Coffee Network**, we believe you deserve more than just a polite nod. You deserve a space to be seen, heard and celebrated for the professional journey you are on. For our **March 8th Special Edition** in Budapest, we are hosting a curated circle designed to anchor our intentions and empower our collective growth. **What makes this edition special?** Within the high-quality connections we usually create, this time we'll be using thematic design tools specifically designed for this day. These prompts set focus on **Female Empowerment**, reclaiming our unique strengths and visualizing our futures for the year ahead. **Your Ticket includes** * **Facilitated Circle:** An intimate, 2-hour soft guided session to build genuine professional and social bridges. * **Empowerment Collection:** First access to our new thematic design tool. * **Seasonal Surprise:** Every lady at the table will receive a curated gift to take home (a living symbol of your growth and grounding this spring). **Important Details** 🕒 **When:** Sunday, March 8th 📍 **Where:** Budapest. A secret, cozy café (to be revealed to participants a few days before the event). 💜 Seats are strictly limited for this special tribute. 👉 To secure your spot, please [grab your ticket here.](https://luma.com/644u3b7w) \-\-\- **🛡️ Our Private Circle** To maintain a safe and transparent environment for our members, this is a dedicated space for women and those identifying as female. We kindly require all participants to have a full name and a clear face photo on their profile. Requests that do not meet these criteria will be declined to ensure our members' privacy and comfort.

Practice Buddhist meditation in the middle of Budapest! The meditation is suitable for beginners. Each regular meditation is guided and begins with a short introduction. (all together is about 30-40 minutes) Our regular Buddhist meditations have proven popular with people who want to integrate authentic Buddhist methods into their daily lives. For the modern lay person who is juggling work, relationships, and an active role in society, we teach a meditation that is easy to learn, and profound and powerful for experienced practitioners. The meditation originates from the Karma Kagyu tradition of Tibetan Buddhism. It has a cumulative effect on mind, leading to greater clarity and calmness. Fearlessness, joy, and active compassion are the result of regular practice of Buddhist meditation. * Do I need any special clothing? No special clothing needed. * Does the attendance cost anything? No, the meditation is free.

**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.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas

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.

**Opening Talk:** Luisa will demo a sassy AI-powered plant built in FastAPI using GPT-4o to explore personality, dialogue design, and human-AI interaction. **Main Talk:** What about using certain CLIs puts a smile on your face and gets you telling all your friends and colleagues about it? The Unix philosophy emphasizes simplicity, modularity, and the idea that programs should do one thing well and work together. However, CLI programs are primarily used by humans. Programs that you actually enjoy using can achieve both of these aims of composability and human-centeredness. This talk explores what makes CLIs great: fast, trusted, and delightful. Through real-world examples from modern tools like uv, cargo, ripgrep, and GitHub CLI, you'll learn the design patterns that separate good CLIs from great ones. Whether you're building package managers, creating developer tools, or just curious why modern CLIs feel so much better, you'll leave with a practical checklist of techniques to apply to any CLI tool you build. **Agenda:** 7:00pm - Opening announcements 7:10pm - Opening Topic - Build an AI-powered, Sassy Speaking Plant 7:25pm - Main Topic - --help: Designing Delightful CLIs 7:50pm - Q&A

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

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