PHP Framework

💜 Csak nőknek szóló PyLadies esemény! 💜 Sziasztok PyLadiek! Ez alkalommal bepillantunk a legintenzívebben fejlődő AI-technológiák világába. Elsőként pár fogalmat és alkalmazási területet nézünk meg, majd pedig csinálunk Pythonban egy saját LLM-et. Felépítjük komponenseinket, és ki is próbáljuk, mire képes egy alaprendszer. A szünet utáni második részben az igényeinket kibővítjük, a rendszerkomponenseket nagyobb tudású elemekkel helyettesítjük, és így építünk fel egy, a gyakorlatban is használható megoldást, egy lokális RAG-rendszert. 👨‍💻 Előadó: Sepp Norbert 🗓️ Programterv Múltkori alkalmakból tanulva, most hosszabb szünetet hagyunk a ket előadás között, hogy legyen időnk beszélgetni és megismerni egymást :) • 17:30 – 18:00 Megérkezés, setup • 18:00 – 19:00 Előadás I. • 19:00 – 19:40 Szünet, Networking • 19:40 – 20:35 Előadás II. • 20:35 – 21:00 Záró gondolatok, elköszönés (A programterv változásának jogát fenntartjuk.) 💻 Mivel készülj? Workshop jellegű alkalom lesz, így ajánlott, hogy legyen nálad egy programozásra alkalmas számítógép. A meetup előtt egy héttel részletes telepítési és előkészítési útmutatót küldünk. Ha régebbi vagy kisebb teljesítményű géped van, akkor sincs gond – az első részhez nem lesz szükség komolyabb erőforrásokra. 💜 Kit várunk? Olyan lányokat/nőket, akik érdeklődnek az AI és a Python iránt, és szeretnék megérteni, hogyan működnek a modern nyelvi modellek, illetve kipróbálnák magukat egy saját rendszer építésében. 📍 Helyszín Balance Irodaház – 7. emelet Dél (Lifttől balra) Cím: 1139 Budapest, Váci út 99 🌍 Nyelv Az esemény nyelve: magyar (és Python) 🤝 Szponzor HCL Technologies Starschema Kft. Az esemény regisztrációhoz kotott! Csatlakozz a PyLadies slack csatornára! https://slackin.pyladies.com .. Ha megkaptad a meghívót, jelentkezz be, és a csatornák (channel)-ek között keresd ki a #budapest-pyladies-t. Célunk, hogy legyen egy olyan közösség, csatorna, ahová bármikor be lehessen dobni egy érdekes cikket amit olvastál, random gondolatokat vagy problémát amin elakadtál - de igazából bármit ami kapcsolódik a pythonhoz - beszélgessünk és segítsük egymást! :) Írj, akár slacken, akár itt, ha bármi kérdésed van, csatlakoznál szervezői csapatunkhoz, vagy akár te is szívesen előadnál valamilyen témában! Nagyon várjuk, hogy újra találkozhassunk! Üdvözlettel, a PyLadies Budapest szervezői 👩‍💻

Join SnapSoft and the AWS Serverless community for a night of scaling and security. We’re diving into **multi-agent GenAI** workflows for massive **document generation** on **Bedrock**, paired with a high-stakes look at **enterprise PKI** and the hard lessons learned from intermediate **PCA expiration**. Pizza and beer included! 🍕🍺 **Agenda** 18:00 - Arrival 18:15 - Large-Scale GenAI Document Creation on AWS 18:50 - Tick-Tock: Lessons from a Near-Miss PCA Expiration 19:25 - Networking, **Pizza, Drinks** **Large-Scale GenAI Document Creation on AWS** This session showcases a real-world GenAI solution built on AWS, where Amazon Bedrock and other AWS managed services power a multi-agent workflow for document ingestion, retrieval, and large-scale automated document generation. One of the key outcomes was the ability to generate multiple hundreds of pages in one go, while maintaining structure, context, and quality across complex documents. We will explore the architectural decisions made, how we would improve it today. Along the way, we highlight key trade-offs, common anti-patterns, and emerging best practices for building scalable, future-proof GenAI solutions. **Tick-Tock: Lessons from a Near-Miss PCA Expiration** PKI is the silent engine of enterprise trust, but its complexity often stays hidden until something goes wrong. This session provides a practical overview of enterprise-scale PKI architecture before deconstructing a real-world crisis: an almost expired intermediate signing PCA. We’ll explore the cascading technical fallout across the infrastructure and share battle-tested strategies for maintaining crypto-agility. Join us to learn how to manage these critical lifecycles before the "silent" failures start. **SPEAKERS** **Patrick Nanys** Patrick is an ML Engineer focused on taking AI systems from idea to production. His background spans large-scale NLP infrastructure, LLM applications, agentic workflows, and custom ML systems, both in high-throughput enterprise environments and in client-facing AI projects. **Márton Varga** Márton is a Cloud Engineer at specializing in AWS architectures for large-scale enterprise clients. He has a track record of building complex hybrid networking solutions and robust landing zones using **Terraform and Terragrunt**. With a focus on infrastructure efficiency and security, Márton enjoys deconstructing the "silent" critical systems—like PKI—that keep the enterprise running.

Hello Fellow Testers! We are excited to invite you to our next Test & Tea meetup. This session will be held in English, and we are thrilled to be hosted by Arm Hungary Kft. **IMPORTANT DETAILS:** Because we are guests at the Arm office, we have a few specific requirements to ensure everyone gets in smoothly. **Please read the following carefully:** * **Registration:** Please confirm your attendance via the Meetup app by May 6th, EOB * **Capacity:** Space is limited to 100 attendees. * **Security:** You **must use your full name** during registration. The team at Arm requires this list to grant building access. Failure to provide your full name may prevent entry * **Legal & Privacy:** By registering and participating you acknowledge that photos and videos may be taken during the event in which you may appear. You consent to the host [Arm Hungary Kft] using images and recordings of you for communication and marketing purposes (e.g. internal platforms, website, social media). Personal data will be processed in accordance with the GDPR. For more information you can contact: Lilla Berenyi, Lilla.Berenyi@arm.com **The lineup for this evening is going to be the following:** **Speaker 1: Ákos Csilling**, Principal SW engineer, Arm Arm has recently announced the Arm AGI CPU, its first production silicon. This transition from IP provider to chip manufacturer has raised some questions in the SW test teams as well. *How do I test the HW that doesn’t exist yet?* *How to test before we get to the Linux prompt?* *Are 14 test cases enough for my system?* *Can a project be confidential and open source at the same time?* *Do we need to retest all components?* *How to stabilize CI when we need the latest from everything?* In this talk, we explore these challenges through a real-world case study and use them to uncover practical, transferable testing principles for complex systems built under uncertainty. **Speaker 2: Márton Siska**, Cooperative Member, Hungarian Testing Board In the world of industrial automation, minor software or firmware glitches can halt entire production lines. Ensuring hardware, firmware, and software work in harmony is a high-stakes challenge. In this talk, we’ll dive into: * The Strategy: Building comprehensive test environments that integrate hardware, firmware and software * The Workflow: From the automatic creation of test environments to sustainable test procedures * The Results: Executing tests and generating automated reports for rapid decision-making If you deal with large dependencies, tight deadlines, or the risk of small mistakes causing huge delays, this session will provide insights to keep your projects on track. We look forward to seeing you there for an evening of technical deep dives and great company!

Az AI jövőjét egyre több meghatározó női szakember formálja. A Shiwaforce-nál különösen büszkék vagyunk arra, hogy kollégáink és partnereink közül többen is elnyerték a Hírközlési Tudományos Egyesület "Top 50 Nők a Mesterséges Intelligencia területén" elismerését. Ennek apropóján egy inspiráló „homecoming” meetupra hívunk, ahol a szakma kiemelkedő női szereplői találkoznak, gondolkodnak és beszélgetnek együtt. **Miért érdemes eljönnöd?** * **Lendületes beszélgetések** „szívügyekről”, ami igazán mozgatja az előadóinkat az AI jelenéről és jövőjéről női szemmel * **Valódi, személyes történetek** az AI világából, nem csak sikerekről, hanem dilemmákról és tanulságokról is * **Közvetlen kapcsolatépítés** a hazai AI-közösség meghatározó szereplőivel * Inspiráció, ami túlmutat a technológián: **karrier, láthatóság, hatás** **Mire számíthatsz?** Panelbeszélgetésre és kötetlen networkingre, egy olyan közegben, ahol nemcsak a technológiáról, hanem egymásról is szó lesz. *Biztosítsd helyed egy gyors előzetes részvétellel, ehhez töltsd ki a lenti formot!* **AGENDA** **17:15 \- 17:30 \|** Kapunyitás, érkezés (Shiwaforce HQ) **17:30 - Panelbeszélgetés** **19:00 - 20:00** **\|** Pizza és networking **Vendégeink listája folyamatosan frissül:** * Dr. [Simon Eszter](https://www.linkedin.com/in/eszter-simon-95884417b/) \- K&H Bank\, Natural Language Understanding \(NLU\) team lead\, K&H Bank **\|** Top 5 Women in AI (HTE 2025) * [Dalos-Kovacs Gabriella](https://www.linkedin.com/in/daloskovacsgabriella/) **-** 4iG csoport, Group AI Officer & Strategist **\|** Top 15 Women in AI (HTE 2025) * [Szaloczy Nora](https://www.linkedin.com/in/szaloczy-nora/) **-** SE EKK - EMK, Egészségügyi adattudós és mesterséges intelligencia szakértő **\|** Top 15 Women in AI (HTE 2025) * [Dr. Mokos Judit](https://www.linkedin.com/in/j-mokos444/) \- Datapao\, Technical Instructor **\|** Top 50 Women in AI (HTE 2025) * [Varga Pál ](https://www.linkedin.com/in/pal-varga-948635b/) \- BME \- Head of AI **\|** HTE Top 50 Women in AI - Díjbizottság Elnöke * [Moldir Pocstar, Ph. D.](https://www.linkedin.com/in/moldirpocstar/) \- Shiwaforce\, Research and Product Development Lead **\|** Top 50 Women in AI (HTE 2025) * [Kiss-Vetráb Mercédesz](https://www.linkedin.com/in/mercedesvetrab/) \- Shiwaforce\, AI Researcher and Educator **\|** Top 50 Women in AI (HTE 2025) Host: [Mátyás-Kollár Gabriella](https://www.linkedin.com/in/gabriellamatyaskollar/) \- Shiwaforce\, Head of AI **\|** Top 50 Women in AI (HTE 2025) **Csatlakozz, ha szeretnél kapcsolódni egy erős, inspiráló szakmai közösséghez!** // Fontos, hogy az esemény magyar nyelven kerül megtartásra! // It is important that the event is held in Hungarian!

Please sign up in advance! Hot Paprika Presents: Budapest’s Best Pub Quiz! Sign Up: https://forms.gle/CouTc9QdmoPqEkRp8 Join us for the Hot Paprika Pub Quiz at Bunkert, kicking off at 8 PM! This isn’t your average trivia night—it's hosted by comedians, so expect uncomfortable laughs, unexpected twists, and an unforgettable time! What to Expect: Diverse Topics – From pop culture to history, no subject is off-limits! Comedian Hosts – The hilarious Tauseef Parvez will keep you entertained. Big Prizes – Weekly winners score free comedy show tickets & bar discounts . Donation-Based – Come, play, and support the show however you can! Gather your team, sharpen your wits, and let’s make trivia night legendary! Register now and don’t miss out!

Zumba class at 18:00 at Hajós utca 1. 💃🏿💃🏿💃🏿

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:** Visszatérünk a Központi Könyvtár fő épületébe, méghozzá a felújított, átalakított és átkeresztelt régi tanulótérbe. Keresd a **Metszéspont** termét: a könyvtárba belépve haladj tovább a liftekig, de mielőtt elérnéd őket, fordulj balra a mosdók irányába. Az ott található lépcsőkön gyere fel fél emeletet. 💡 Az eseményen való részvételhez nem szükséges könyvtári regisztráció vagy beiratkozás, csak jelezd, hogy a Csendes Könyvklubra jössz. 🥤 **Étel-ital:** Kérünk, zárható üvegben hozz magaddal innivalót, ha az esemény alatt megszomjaznál. Másból inni, valamint a teremben enni nem lehet, de az épület átriumában üzemel kávézó. 🕑 **A menetrend:** 17:00–17:30 – Érkezés és bemutakozókör: mit fogsz olvasni? 17:30–18:30 – Csendes olvasás 18:30–19:30 – Kiscsoportos beszélgetés a könyvekről (opcionális) 🍹 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. **✨** **Önkéntes hozzájárulás** A Meetup-felület fenntartására elfogadunk adományokat, hogy eseményeket az eddig megszokott színvonalon és nyitott emberek között tarthassuk. Kérjük, amennyiben lehetőséged van rá, támogasd a könyvklubot! Az eseményen lesz adománygyűjtő doboz és Revolut QR kód. Köszönjük mindenkinek, aki eddig támogatott minket! 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.

Join us for a cozy textured art workshop where you’ll make dopamine painting of 3D lemons brunch you can take home! Grab your besties and come make something fun, bold, and totally mood-boosting. No experience needed — we’ll guide you step by step. Just bring your good vibes and get ready to sip, snack, laugh, and create! You’ll head home with your ready-to-hang lemon masterpiece and that warm, happy buzz from a day well spent with fun, like-minded people 💛 📍 Azerbaijani House, Bástya utca 25, 1056 Budapest 🗣 English 💰 Per person 7,000 huf. Grab a friend and get discount to pair to be 12.000 / pair👥 All materials, snacks & homemade lemonade included + plus a cozy, feel-good atmosphere you’ll want to stay in forever 🥰☺️ See you soon!

FlowDan’s Mix is a Latin-inspired dance party workout. High energy, easy-to-follow choreographies, and nonstop good vibes! Each class has a theme we dance through Class fee: 2500 Huf 5 class pass: 10000 Huf

When in Budapest... do as the Romans do! Join us for a unique Kerek Perec experience at the Aquincum Floralia festival! This event will be a little different from our usual ones, as we’re heading to a museum setting where we’ll step back in time and experience life in Ancient Rome through live acting performances. It’s a great opportunity to practice Hungarian in a fun, immersive environment while also enjoying culture and history. We’ll have some light activities prepared, but this event is also about freedom and exploration—there will be plenty of programs, performances, and things to see throughout the venue, so you’re encouraged to walk around, discover, and enjoy the atmosphere at your own pace. Important: please note that your Cooltix event ticket does not include the museum entrance. We will purchase the museum tickets together at the entrance. Prices are: * 3500 HUF for adults * 1750 HUF for students You can buy yous cooltix ticket [here](https://cooltix.hu/event/69f84372bd628d5ebfa89873): (https://cooltix.hu/event/69f84372bd628d5ebfa89873) If you’d like to join but feel a bit nervous about coming alone, feel free to message us—we’re happy to meet up with you before the event starts. That said, most of our participants come on their own, so you definitely won’t be the only one :) We’re looking forward to seeing you there!

Clicking Attend on Meetup ***does not guarantee*** you a ticket. Make sure to click below to confirm your spot :) ***[Sign up here to grab your ticket ️](https://luma.com/ftst2budapest)*** **RSVP ≠** **ticket**. A paid ticket is required to attend. On your phone and **can’t click**? Click the link in the comments! F\*ck the Small Talk has traveled the world from Berlin, London, Lisbon, to Buenos Aires, and is now in **Budapest!** ✨ **WHAT'S THIS ABOUT?** FTST is an out-of-the-box **social experience** where strangers come together for an afternoon of meaningful, fun, and deep conversation. It’s also a different & cool way of meeting new people by getting a bit out of your comfort zone and skipping the small talk! Join us for **games**, **talks**, and **connections** with **friends you haven’t met yet**. Join if you get annoyed after being asked what you do, where you are from, and how long you've been in Budapest every single time you meet someone. If you feel that there are better questions in life, this is the place for you. ✨ **HOW DOES IT WORK?** We start with a short & sweet intro talk followed by a few light-hearted group games to warm up. After that, we split you up into small groups and start with the conversation rounds (with 3-4 people). We'll have awesome question cards that will guide the flow of the conversation. You'll be guided by an experienced host (Keely, you'll love her!) who'll make sure everything goes smoothly. **✨ HOW TO JOIN?** **[Take 1 minute to sign up](https://luma.com/ftstbudapest1)** On your phone and can’t click? Click the link in the comments :) Our events are **limited to 30 handpicked guests** to ensure a cozy atmosphere. **Confirm your spot on the link above** to make it happen! We prioritize a balance of gender and age. If you're invited you'll receive a confirmation within 48 hours via Luma (our ticketing platform) NOTE: We won't validate your payment unless you've been accepted! (which you most likely will ❤️) **✨ HOW MUCH IS IT?** The cost to attend is HUF 5,900 (early bird) HUF 6,900 (general), and includes the following: 3 hours of facilitated and curated activities Light **snacks** to keep the energy going Access to the **Llamas** **in** **Budapest** WhatsApp group A space to meet **new** **people** in the least boring way possible Supporting our **mission** to slowly eliminate small talk around the world *( also includes those pesky **ticket fees**!)* **✨ WHERE IS IT?** We host our events in awesome venues and parks across the city. We only **reveal the exact location** upon confirmation. Since this event will be outdoors in a park\*, please bring a blanket or something you feel comfortable sitting on in the grass. We’ll gather in small groups of 3–4 people, so blankets will be shared. In case of bad weather, the location will be changed to an indoor venue in District VIII, Budapest. **✨ WHAT THEY SAY** “This is the kind of activity **humanity needs every weekend**. Thank you for all.” *\- Sonya* “F\*ck the Small Talk changes the narrative from *"Where are you from?"* to *"When was the last time you laughed uncontrollably?"* and I think **that's beautiful.**” \- Monika "It’s a **wonderful** **experience**, it’s like being a kid again, when you were at the park, playing with other kids, and just decided you were going to be best friends for the next hours. Maybe you’ll never see those kids again. But that hour was amazing because you both opened up and trusted each other." \- Sara **[Read our 170+ Google reviews here](https://goo.gl/maps/TpZy77bfPFkGoikn7)** *(we ain't your typical meetup)* **✨ FAQ** **• Can I come alone?** Of course, everyone does! **• Can I be late?** Please don't! Late arrivals will disrupt the floooooooow. **• I signed up but never got an invite. Why?** We usually get a high volume of sign-ups, yet we like keeping it cozy & only invite around 30 people. Please try again next time if you do not receive an invite - no hard feelings **• Is this a networking or dating event?** Nope! Think of us as the *anti-networking* and *anti-speed dating* event. There’s no pressure, no pitches, and no cringy icebreakers. Instead, we create spaces where strangers can connect through fun & meaningful conversations. It’s all about authentic connection, no business cards or romantic expectations required. (doesn’t mean it *can’t* happen, it’s just not the intention!) \-\-\- \* Location is only revealed to ticket holders! \* Age guide, 22-39 years old (only a reference of what you expect, not a limit ) ***This event is a no-phone experience.*** We started in Berlin back in 2019 out of the frustration of being asked 'where are you from?' a million times at every single meetup! Now there are chapters in nearly 20 cities, including London, Lisbon, Buenos Aires, Zurich, and Vancouver! ️ We're part of the Epic Llama Universe. We design out-of-the-box experiences that spark curiosity, creativity, and human connection. We're on a mission to make boring brilliant! \*\*\* Follow us on[ Instagram ](https://www.instagram.com/epic.llama/) Our [website](https://epicllama.com/fuckthesmalltalk)[ ](https://epicllama.com/)

Hey everyone, here we go again with our next event on Saturday! I will host this session, so please follow my 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. Do not come 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.

Every Saturday at 8:00 PM, we gather in the city to share languages, cultures, and conversations. [[Click this whatsapp groupchat link to join](https://chat.whatsapp.com/CrJ7hXrYgckCM0f1D4kRUZ)] Our group is made up of friendly 20s–30s people — locals, expats, and travelers alike — who come together to meet new people and explore different ways of thinking. Whether you’re new to Budapest or call it home, this meetup is your chance to connect in a relaxed, open-minded space. Join us to swap stories, practice new languages, and build genuine friendships across cultures.

Hey everyone, here we go again with our next event on Saturday! Tina will host this session, so please follow her instructions! 🙏 IMPORTANT NOTE: Free Cancellation is only until Friday, 10:00 AM. 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, Do not come Level of expectation : Beginner Venue: Tüskecsarnok Sportscentre: 1117 Budapest, Hevesy György út, Sportscentre Map: http://tuskecsarnok.hu/wp-content/uploads/tuske-map-1-full.png Look for #7 on the map. More info in the "How to find us" section of the Meetup event. 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 1,5 hours from 08:30 till 10:00. 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 people, The Host deserve to contact the people who canceled after the time designated cancellation time. The expected fee is usually around 2500-3000 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.

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates listed for this series are about 95% reliable. We are finalizing our 2026 schedule, so minor adjustments are still underway. 2. Each class in this series has an attendance fee, on a first-come, first-served basis. 3. Each class, from BOTH a sign-up and fee perspective, is a separate entity. **Introduction:** **The breakdown of the six-class series is as follows:** **Class 1: TBD** **Class 2: TBD** **Class 3: TBD** **Class 4: TBD** **Class 5: TBD** **Class 6: TBD**

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates listed for this series are about 95% reliable. We are finalizing our 2026 schedule, so minor adjustments are still underway. 2. Each class in this series has an attendance fee, on a first-come, first-served basis. 3. Each class, from BOTH a sign-up and fee perspective, is a separate entity. **Introduction:** **The breakdown of the six-class series is as follows:** **Class 1: TBD** **Class 2: TBD** **Class 3: TBD** **Class 4: TBD** **Class 5: TBD** **Class 6: TBD**

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!