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Context Driven Testing

Meet other local people interested in Context Driven Testing: share experiences, inspire and encourage each other! Join a Context Driven Testing group.
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Frequently Asked Questions

Yes! Check out context driven testing events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the context driven testing events taking place this week here. Plan ahead and join exciting meetups throughout the week.

Absolutely! Find context driven testing events near your location here. Connect with your local community and discover events within your area.

Context Driven Testing Events Today

Join in-person Context Driven Testing events happening right now

XTC Berlin: XP in Science?
XTC Berlin: XP in Science?
**Topic: XP in Science?** Science and Extreme Programming might share more than people might think - both live from rapid feedback, sharing knowledge and a mindset which embraces change. Let's figure out togehter how science look like if it takes XP seriously and what XP practitioners might learn from how science handles uncertainty. **What to Expect:** * A concise, 5-10 minute expert presentation introducing us to the nuances of the topic. * Engage in insightful discussions with fellow participants in breakout groups, exploring diverse experiences and practices. * Dive into prepared questions designed to challenge and expand your perspective on the topic. * A fantastic opportunity to network with like-minded professionals and enthusiasts passionate about software development and team building. *** **Broadening Our Discussions:** We explore a wide range of topics, including Extreme Programming (XP), agile management methods, lean theory, career management, programming katas, and other areas related to software development. Whether you're new to software, a seasoned practitioner, or an expert, your insights and experiences are valued here! *** **Event Details:** We'll gather from 7:00 PM, officially start the session at 7:15 PM, and take a break at 8:30 PM to decide the topic for our next session. Don't miss this chance to learn, share, and connect!
GitHub Copilot Dev Day Berlin at adesso SE
GitHub Copilot Dev Day Berlin at adesso SE
Join us for a community-led developer event focused on **AI-assisted coding with GitHub Copilot**. This event brings together developers to explore practical workflows, real-world use cases, and hands-on experiences using GitHub Copilot. Whether you are new to GitHub Copilot or already using it, this event will help you better understand how to apply AI-assisted coding techniques in everyday development hosted at **adesso SE**. **Sessions & Workshops** 1. **GitHub Copilot in practise - Sandra Ahlgrimm** 2. **Let's create a tiny AI library together, Copilot powered - Johannes Bechberger** 3. **GitHub Copilot Hands-on workshop - bring your laptops!** **Location** [Prinzenstraße 34, 10969 Berlin](https://www.google.com/maps/place//data=!4m2!3m1!1s0x47a84e50ecd583e3:0xde16d03634776e3b?sa=X&ved=1t:8290&ictx=111) **Agenda** 17:30 - doors open 18:00 - warm welcome by JUG leader **Sandra Ahlgrimm** and **Andreas Voigt** from **adessoSE** 18:15 - first session 18:40 - second session 19:30 - workshop **Abstracts** **Let's create a tiny AI library together, Copilot powered** We all want to do it. When you want to integrate AI into your tools, what do you do? You add LangChain4j or SpringAI and run with it. But do you know how these libraries interact with the AI service providers or your local llama-server instance? These libraries aren't magic, so let's peek behind the curtain and write a tiny AI library together. This way you'll discover the REST APIs that power it all. **Speaker** **Johannes Bechberger,** a nerd passionate about compiler building and program analyses that enjoys cooking and works on the JVM at SAP ([LinkedIn](https://www.linkedin.com/in/johannes-bechberger-381296149)), making profiling easier for everyone. **Sandra Ahlgrimm** is Senior Developer Advocate working for Java Developers with Microsoft at GitHub. She also leads the Berlin/Brandenburg JUG together with Jörg, Oliver and Jan. **Andreas Voigt** is a Principal Software Architect at adesso SE. He has extensive experience in identifying and addressing architecture antipatterns. Andreas has spoken at several notable conferences, including JavaLand. He is dedicated to expanding the knowledge and application of architecture antipatterns within the community. **A big thank you to adesso SE** for hosting the event and generously providing food and drinks during the event. Your innovative approach and commitment to excellence are greatly appreciated!
Monthly Meet Up
Monthly Meet Up
A new month means a new moment to pause, connect, and exchange ideas. Join us on May 12th for our Monthly Meetup at St Oberholz, Kreuzberg. Whether you’re in the middle of building something new, reflecting on what’s been unfolding, or simply craving good company and meaningful chats, this meetup is for you. Come as you are, bring what’s on your mind, and let the conversations take their own shape. Coffee, community, and that ever-present Silicon Allee energy guaranteed. ☕✨ **Date & Time** May 12th ⌚️ 9:00 – 11:00 Where? At St. Oberholz Café, Oranienstraße 10-11. Centrally located between Kottbusser Tor ( U1, U3, U8) and Görlitzer Bahnhof ( U1 & U3). To access the event, enter the café through the main entrance found in the Innenhof. Look out for the Silicon Allee poster at the Innenhof and café entrance. THE SPACE As usual, we’ve got the entire St. Oberholz Kreuzberg space to ourselves, perfect for a warm winter gathering! ❄️☕ Whether you're diving into deep chats, catching up with familiar faces, or just staying cozy with a hot drink, there’s plenty of room for you. Feel free to roam: we’ve got standing and seating areas if you’re settling in for longer convos. And if you’re craving some fresh Berlin winter air, the terrace is open too—just bundle up! FREE TO ATTEND! Easy-going flow - there's no agenda. It's all about meeting and connecting with entrepreneurs, tech enthusiasts, investors, business coaches, experts, and folks from the Silicon Allee team. Tech lovers - are you curious about technologies and how we can use them to improve our lives? Lover of tech looking for a job in tech? Things get even more exiting for you if they go deeper into technologies such as AI, Machine Learing, Robots, Sensors, Lasers and everything that could be achived through deep tech? This is the right place for you! Community spirit - we're ready to help navigate your journey in Berlin's tech startup community. Learn about our stratup scene, receive insider tips and engage in hot topics of conversation. There is always someone interesting in the room :) ☕️ St. Oberholz is hosting our community for this event and whoever would like to buy coffee and snacks at the Café is welcome to :) **Who is [Silicon Allee](https://www.siliconallee.com/ "https://www.siliconallee.com/")?** We are Berlin’s innovation network. Since 2011, we’ve been supporting the ecosystem as the city’s first English-language startup news site. Today, we fund and scale high-growth companies like [Vaayu](https://www.vaayu.tech/), [Kittl](https://www.kittl.com/), and [Finmid](https://finmid.com/). In 2023, we joined forces with the [Fraunhofer Heinrich-Hertz Institut](https://www.hhi.fraunhofer.de/) to help deep tech founders turn groundbreaking research into market-ready products. Our unique model supports founders working in AI, Wireless Communications, Photonics, Quantum, and Video/Image Technologies by providing: * World-Class Resources: Access to Fraunhofer’s elite research, patents, and cutting-edge facilities. * Product Development: Hands-on support to refine and build your core technology. * Financial Runway: We hire your core team of three and provide full-time salaries for 12 months. Ready to scale? [Visit our founders page for more info](https://www.siliconallee.com/founders/#program)! By attending this event, you agree to the [Berlin Code of Conduct](https://berlincodeofconduct.org/ "https://berlincodeofconduct.org/") and consent to being photographed for media and promotional purposes. Got any questions, please email events@siliconallee.com
regular NixOS Meetup @c-base
regular NixOS Meetup @c-base
We are back in the c-base! Do you already run NixOS and want to talk to other people or want an introductory session with some NixOS users. Just bring your machine! Usually there are no topics, we just sit in front of our computers, talk about stuff, debug some problems or review some PRs on nixpkgs. There are drinks usually available from the c-base bar. If you can't find us. just ask around or ask in irc (#krebs on hackint)
Offener Deutschunterricht - Text & Konversation - Niveau B2+ (Fortgeschritten)
Offener Deutschunterricht - Text & Konversation - Niveau B2+ (Fortgeschritten)
In diesem Kurs beschäftigen wir uns mit verschiedenen Texten aus unterschiedlichen Bereichen. Das können u.a. kurze Geschichten, Gedichte, Zeitungsartikel, Kolumnen oder Videos sein. Immer sind es Themen, die uns gefallen, die wir besonders interessant, wichtig oder manchmal auch richtig schlecht finden. Gemeinsam versuchen wir die Position der Autor*in, den Stil und die Argumentationsstruktur zu verstehen. Dazu diskutieren wir über das, was wir verstehen, welche Meinung wir zu dem Thema haben oder welche Fragen offen bleiben.
Gerne könnt ihr uns auch Themenvorschläge mitbringen oder zuschicken.
Der Kurs richtet sich an interessierte Menschen mit einem B2-Niveau (oder so ähnlich), die Lust haben sich weiter mit der deutschen Sprache zu beschäftigen und ihren Wortschatz zu erweitern.
Die Termine sind sporadisch.
Berlin AI Meetup
Berlin AI Meetup
Hi friends, We’re kicking off Berlin AI, a series of meetups for engineers, founders, product leaders, creatives, and operators who integrate AI into real products, workflows, and decision-making processes. We want to create a space for practical talks, real-world use cases, technical deep dives, and transparent discussions about what works (and what doesn’t). 📅 Join us on **May 12** for our first event. Let’s build the Berlin AI community together. 🗣 **Call for Proposals** If you’re building, applying, or experimenting with AI, we’d love to hear your story. Submit your talk via our [CFP form](https://forms.gle/pZumXNVp44Gj7k8k7) and take the stage at one of our upcoming meetups. **🕑 Event Schedule** 18:30 - Doors open 18:50 - Intro and announcements **19:00 - Opening: State of AI — [Tejas Kumar](https://www.linkedin.com/in/tejasq/)** **19:20 - Incident Response Reimagined: Accelerating Resolution with AI Agents** — **[Daniel Afonso](https://www.linkedin.com/in/danieljcafonso/)** 19:45 - Break **20:00 -** **Developer Workflows Shape the Future of AI Coding - [Juan Ibiapina](https://juanibiapina.dev/)** **20:25 - AI Agents Are Running Your Stack. Where Are the Guardrails?** — **[Daniel Kelleher](https://www.linkedin.com/in/kelleherdaniel/)** **20:50 -** **Open Mic talks** \- show your project\, open source work or a small demo of what you learned recently Mingle until 21:30 **🎙Hosted by** [Kim Ngan Le Dang](https://www.linkedin.com/in/kimc0de/), [Harshil Agrawa](https://www.linkedin.com/in/harshil1712/), [Tejas Kumar](https://www.linkedin.com/in/tejasq/) and [Bhargav Venkatesh Babu](https://www.linkedin.com/in/bhargavbrgv/) **🤝 Supported by** Huge thanks to our friends from[ Contentful](https://www.contentful.com/)! Contentful is a composable content platform that empowers teams to create, manage, and deliver digital experiences at scale. Developers use Contentful’s flexible APIs and modern tech stack to build fast, dynamic web and mobile applications, making it a popular choice for React.js projects and beyond. 🗣️ **Talks** ➡️ **Incident Response Reimagined: Accelerating Resolution with AI Agents - [Daniel Afonso](https://www.linkedin.com/in/danieljcafonso/)** *It’s 3:45 AM, and you get paged. Still half asleep, you reach for your laptop.* *Turns out something is wrong, so you acknowledge the incident and embark on a journey to figure out what is happening, mobilize the right people, and eventually fix the issue. But what if we could make it easier?* *In this talk, I’ll show how AI agents can help you fast-track triage, coordinate responses, debug problems, and run fixes.* *To wrap up, I will show how we can go even further and move from merely reacting to incidents to proactively preventing them. In the spirit of shifting left, let’s understand how we can track future incidents our code may cause, right before we commit it!* ➡️ **AI Agents Are Running Your Stack. Where Are the Guardrails? - [Daniel Kelleher](https://www.linkedin.com/in/kelleherdaniel/)** *AI agents are becoming autonomous system operators. Authentication alone isn’t enough. Agents need proper authorization.* *Guardrails are essential so agents can safely access APIs and tools.* ➡️ **Developer Workflows Shape the Future of AI Coding - [Juan Ibiapina](https://juanibiapina.dev/)** *This talk argues that lasting change will not come from hype or top-down mandates. It will come from the workflows developers choose, refine, and make real in daily work, reshaping how companies build software from there.* *** **👍 Code of Conduct** By registering for this event you agree to comply with our[ CoC](https://gitnation.org/coc) **📩 Contact** events@gitnation.org [https://x.com/AICodingSummit](https://x.com/AICodingSummit)
Vue.js // Berlin #106
Vue.js // Berlin #106
**We switched away from Meetup for organizing this event!** Right now, you have a couple of options, because we're still trying to find the best alternative. Please go to one of the following event pages, instead, and let us know, which one you'd prefer and for what reason! Help us find the best way to organize the event while supporting Free and Open Source software! \* [lu.ma/vuejs_berlin](https://lu.ma/vuejs_berlin) \- not open\, unfortunately \* [openmeet.net/groups/vuejs-berlin](https://openmeet.net/groups/vuejs-berlin) \- open alternative that supports atproto \* [roomy.space/vuejs.berlin](https://roomy.space/vuejs.berlin/) \- open community chat linked to OpenMeet

Context Driven Testing Events This Week

Discover what is happening in the next few days

Berlin Relational Lab — Meet Singles & Experience Real Connection
Berlin Relational Lab — Meet Singles & Experience Real Connection
# Tired of dating apps or surface-level events? This is different. This is a **2-hour guided relational experience** designed to help you connect with other singles in your city — without small talk, pressure, or performance. **What happens:** • You join a 2-hour guided online session • You meet a small group of singles from Berlin • You’re led through structured connection exercises • Within 48 hours, you meet the same group in person • You stay connected afterward via WhatsApp **This is for you if:** • You’re done with shallow or random social spaces • You want deeper, more intentional connection • You’re open to a structured experience If you’re just browsing or looking for something casual, this likely won’t be a fit. **Important:** Spots are limited and booking happens through our website. 👉 Reserve your spot & stay in the loop with new events every month: [[https://consciousconnections.com/join](https://consciousconnectionsclub.com/join)] **When:** Online session: [9-11 AM] In-person meetup: within 48 hours (details shared after booking) Most people come alone. Most leave having met people they genuinely want to see again.
[HYBRID] [May] Golang Meetup
[HYBRID] [May] Golang Meetup
Hello Gophers, Welcome back for another year of Go talks and networking! Would your company like to host our meetup? Let us know! If you'd like to give a talk - submit your proposals here: http://goo.gl/forms/54YvJT223F All talk formats work: short talks (5-10 min) as well as regular length (25 min). If you have more ideas - talk to us at the Gophers slack: https://invite.slack.gobridge.org/ in the #berlin channel, and follow us on twitter: https://twitter.com/gdgberlingo **Speakers**: *Simon Schulte* is a Tech Lead with nearly a decade of experience building scalable backend systems across fast-paced product companies. With a background in business informatics and a passion for Golang, cloud infrastructure, and DevOps, he has spent his career solving complex engineering challenges. He is particularly excited about leveraging AI and LLM workflows to eliminate the tedious, repetitive work that slows developers down — think tech debt, boilerplate, and documentation — so engineers can spend their energy on what actually moves the needle. For Simon, AI isn't about replacing developers; it's about giving them back their time. *Daniel Peralta Madriz* is a backend engineer from Costa Rica with around 6 years of experience working with Golang, although, sadly, he's been spending most of his time lately working with Node.js :(. He is interested in distributed systems, scalability, and developer experience, and is currently experimenting with how to leverage LLMs to safely and autonomously execute repetitive tasks. *Michael Morgen* is a Platform/infra engineer by day, runtime and network optimizations by night. Join in person at: **Talon.One** Talon.One is the incentives engine behind 300 of the world’s most-loved brands, unifying loyalty and promotions on a single flexible platform. Their customers run millions of real-time incentive decisions across markets, channels, and use [cases.As](http://cases.as/) incentives become more strategic than ever, they are continuing to raise the bar for what businesses can build and how fast they can build it Wiener Str. 10, 10999 Berlin https://maps.app.goo.gl/8eMjgWes1E4TBA3c7 or virtually at: https://www.youtube.com/live/qh__TQ1bMF0?is=hw21pk0ZE3HGyaaT *** Agenda 10:49 PM: Networking Networking over drinks and food 7:30 PM: Welcome Welcome words from the organizers 7:35 PM: Talk 1: Go-ing Against the Chaos: Deterministic LLM Workflows / Daniel Peralta Madriz (Backend developer) & Simon Schulte (Techlead of Webhooks and Notifications) @ Talon.One LLMs are powerful, but “it works most of the time” isn’t good enough for production. In this talk, we’ll walk through how to design deterministic workflows around non-deterministic models using Go. From structured iteration loops to validation steps and guardrails, you’ll learn how to move beyond prompting and start engineering reliable LLM-powered systems 8:10 PM: Announcements and break Announcements, HR lost & found, open mic 8:30 PM: Talk 2: About Go Memory Allocator / Michael Morgen, Platform/infra engineer @ Mirantis A short talk about how Go gives memory to your program. We will look at the main allocator parts, why small allocations are usually fast, when Go asks the OS for more memory, and a couple of simple examples where this knowledge helps performance. 9:05 PM: Networking Networking over drinks and food *** Hosted By Natalie Pistunovich, Organizer Ole Bulbuk, Organizer Tim Scheuermann, Organizer Anderson Queiroz, Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-berlin-golang-presents-hybrid-may-golang-meetup-1/.
Lean Coffee for Managers & Leaders
Lean Coffee for Managers & Leaders
Join us for an upcoming in-person Lean Coffee meetup. Lean Coffee is a lightly-structured meeting format where the attendees create the agenda. Bring your management challenges; whether you're managing people, products, processes or beyond, and solve them together with peers from a diverse set of backgrounds. This event is great for anybody trying to create better ways of working and wants to share with + learn from others trying to do the same.
[face to face] professional communication exercise
[face to face] professional communication exercise
Join this Professional Communication session — to sharpen the skills for architectural pitches, elevator pitches, interviews. This time we meet in the Monbijou park. 💡 How it works The event is split into two parts: 1. **Communication (10 minute rounds)** – One participant answers a round of design and behavioral questions. Each other participant gets to ask him one question. 2. **Feedback Round** – The group provides feedback on communication, structure, and clarity. Constructive criticism is encouraged. 💡You will be asked: * **Light design problems** (high-level reasoning, not code) * **Behavioral questions** (“Tell me about yourself”, “Describe a challenge you faced...”) No need to prepare anything in advance — just bring curiosity and an open mind. 💡Note: location is the entrance to Monbijou park
Sunday Tech Coffee Meetup
Sunday Tech Coffee Meetup
Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.
Godot Engine Community Meetup @ c-base
Godot Engine Community Meetup @ c-base
Welcome to our cosy Godot Engine Community Meetup! This is not a structured meeting, but rather a friendly get-together. We will hang out, chat and maybe show some of our current projects! 🦜 Regardless if you are an artist, designer, programmer, beginner, hobbyist, professional or anything in between: join us for sharing knowledge, creating art together, coding together, joining game jams together and having fun! 🌼 This meetup will happen at [c-base](https://c-base.org), Rungestraße 20, 10179 Berlin. 🛰️ You can also join us on [our Discord Server](https://discord.gg/Sm3CgrqqQa). ☎️ Follow us on [Mastodon](https://mastodon.gamedev.place/@GodotUserGroupBerlin) for updates. 📢 Also check out [our website](https://godot.berlin). 🌐 Please be [excellent to each other](https://godotengine.org/code-of-conduct/)! 🕊️
FreeCodeCamp Berlin: Co-Learning & Co-Working
FreeCodeCamp Berlin: Co-Learning & Co-Working
**Chat & Updates:** Telegram: [https://t.me/+VfHrJXPGVWLflGhz](https://t.me/+VfHrJXPGVWLflGhz) Discord: [https://discord.gg/SVb44D9](https://discord.gg/SVb44D9) **\*Deutscher Text unten\*** **Come & go as it fits your schedule** We are meeting in-person and online every week. We offer an office environment for self-study, work and presentation/discussion (lightning talks). **Schedule:** * 10am open doors * 10am online video conference open [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * optional, afternoon, around 1pm: 1h presentation session (if requested / offered) * 6pm or extended open-end **Open co-working / co-learning** work on the FreeCodeCamp curriculum or your own project. Vibe inside but vape outside. **Mutual exchange** and support is welcome. English and German, as needed. We have fast internet, chocolate bars, drinks and a nice atmosphere. :-) **Personal Consultation / Career advice** Bodo runs this meetup for many years. As a Senior Dev/DevOp he is open to giving guidance for your questions about career development. Book a free appointment (up to 60min) with him here: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Code presentations on the projector** Everybody can participate. Show your code and present your project/problem. Get feedback or help and let others learn from you! You don't have to prepare a fancy presentation, show us what you're working on. Also in English or German, as you feel more comfortable. **Komm und gehe jederzeit. Zeitplan:** * 10:00 Uhr Öffnung vor Ort * 10:00 Uhr online room [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * Nachmittag, ca 13 Uhr: optional 1 Std. Präsentation / Gruppen-Diskussion (nach Angebot/Bedarf) * 18:00 bzw. länger, open-end **Präsentationsrunde** nach Bedarf und Angebot am Nachmittag. Dort man kurz zeigen, woran man gerade arbeitet, eventuell Hilfe bekommen oder interessante Tool vorstellen. Du musst keine große Präsentation vorbereiten. Ebenfalls auf Englisch oder Deutsch, wie Du Dich wohl fühlst. **Gegenseitiger Austausch** und Unterstützung sind willkommen. Es wird Englisch und Deutsch gesprochen. **Persönliche Beratung / Karriereempfehlung** Bodo veranstaltet dieses Meetup seit vielen Jahren. Als Senior Dev/DevOp gibt er Dir auch persönliche Ratschläge für Karriere im 1:1 Gespräch. Reserviere Deinen kostenfreien Online-Videocall (bis zu 60min) hier: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Tech & Buzz:** Claude Code, nodeJS, npm, nvm, TypeScript, JavaScript, Bootstrap, Tailwind, Bulma, React, Angular, NextJS, Vue, Nuxt, Docker, Container, Virtualization, Django, Codex, LLM, vibe coding, static site generation, OAuth2, Simple SAML, UX, UI, CMS, markdown, Hugo, Netlify, freeCodeCamp, Udemy, Community, Frontend Masters, Backend, SQL, noSQL, MySQL, Python, Linux, Development, git, Version Control, HTML, CSS, Open Source, Responsive Web design, Relational Database, API, Data Science, Machine Learning, Infosec, Cybersecurity, Big Data, AI, Artificial Intelligence, ChatGPT, Stable Diffusion, Data Structures, Data Mining, Ethical Hacking, OSI, Network Security, Julia, Deno, Test driven development, CI, continuous delivery, Deployment Pipe, Bash, devOps, Gitlab, GitHub, Jira, Cloud Computing, Azure, AWS, Apache Server, SSH, Algorithm optimization, SEO, C/C++, Mobile Apps, Apple iPhone, mac OS, Firefox, Chrome, Android, Programming Languages, Cryptography, Patching, Blockchain, DApp, Solidity, Analytics, geek, nerd, Neural Network, MongoDB, ExpressJS, Flutter, Go Lang, AJAX, OOP, UML Diagram, Computer Science, Engineering, Modell, View, Controller, Requirements, risks analysis, PKI, SSL, PGP Certs

Context Driven Testing Events Near You

Connect with your local Context Driven Testing community

TBD
TBD
**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
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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
CONNECTED Westerville Mastermind Group
CONNECTED Westerville Mastermind Group
Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.
Christians in Tech - Meetup #35 @ Improving
Christians in Tech - Meetup #35 @ Improving
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)
CBusData - Practical AI for Power BI Developers
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.