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Yes! Check out software qa and 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 software qa and testing events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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Software QA and Testing Events Today

Join in-person Software QA and Testing events happening right now

Saturday Afternoon Creative Coffee and Talk
Saturday Afternoon Creative Coffee and Talk
**Relax. Connect. Create. ☕** After a full week of work, meetings, study sessions and life in fast-forward, it’s time to slow down. Join us this Saturday afternoon in Berlin for a relaxed coffee hang-out where this week's agenda is good company & warm drinks. You're also invited to bring some boardgames, drawing/coloring materials (I will bring an adult coloring book) **What’s the plan?** We’ll meet in a cosy spot, draw, chat about everything and nothing, swap stories and simply enjoy the moment. No pressure. No formalities. Just a bunch of friendly people sharing a Saturday coffee. **Who’s welcome?** Everyone! Whether you’re a Berliner born and raised, newly arrived in the city, from Germany or abroad, if you like meeting open-minded folks and spending some relaxed time—come join us. **When & how?** Saturday afternoon. Detailed time and place in our Telegram group. ➡️ Join us on Telegram: [https://t.me/berlinsaturdaycoffee](https://t.me/berlinsaturdaycoffee) Hop in, say hello, and we’ll share the final details. **Why join?** * Because you deserve a break. * Because you enjoy being creative. * Because you enjoy boardgames * Because meeting new people sparks fresh energy. * Because coffee tastes even better when shared. * Because Saturday afternoons were made for this. Respect and Safety: There is always at least one organizer present at every meetup. If you ever feel unsafe or bothered by someone’s behavior, you can reach out to an organizer privately. Your identity will remain confidential, your concern will be taken seriously, and no inappropriate behavior is tolerated — anyone making others feel uncomfortable will be removed from the group immediately. We hope to see you there. Bring yourself, your smile, drawing materials, your stories—or just your comfy self. Let’s make Saturday a little more laid-back, a little more social and a lot more nice. See you soon! —Your Saturday Creative Coffee Crew ☕
Make it and take it! Tüfteln und Designen mit Lasercutter, 3D-Drucker & Co.
Make it and take it! Tüfteln und Designen mit Lasercutter, 3D-Drucker & Co.
Das alte T-Shirt mit einem Statement-Print wiederbeleben, eine verlorene Spielfigur nachdrucken oder einen Stempel designen: MeetUp im Humboldt Forum! In diesem dreistündigen Workshop sind alle Interessierten mit und ohne Vorkenntnisse dazu eingeladen, verschiedene Maker Space Technologien kennenzulernen. Wir erklären an unterschiedlichen Terminen (s.u.), wie sich mit Laser Cutter, 3D-Drucker, Schneidplotter, Näh- oder Stickmaschine nützliche Dinge für den Alltag herstellen lassen. Inspiriert von den aktuellen Ausstellungen und Themen des Hauses, können am Laptop mit der Software Inkscape oder Tinkercad eigene Grafiken und Objekte entworfen und gestaltet werden. Wer sich geschickt anstellt, kann am Ende ein fertiges Produkt mit nach Hause nehmen. Die Personenzahl ist begrenzt. Bitte buchen Sie **am Veranstaltungstag an der Tageskasse im Foyer** pro Person ein kostenfreies Teilnahmeticket! Der Workshop ist nicht für Kinder und Jugendliche unter 16 Jahren geeignet. **Die nächsten Termine und Themen:** **Nützliches aus Filz mit der Stickmaschine** 25\. April \(ohne/geringe Vorkenntnisse\) und 2\. Mai \(Fortgeschrittene\) **Pins und Anstecker aus dem 3D-Drucker** 23\. Mai \(ohne/geringe Vorkenntnisse\) und 30\. Mai \(Fortgeschrittene\) **WM-Special: Fan-Trikots selbst gemacht – Bitte T-Shirt mitbringen!** 20\. Juni \(ohne/geringe Vorkenntnisse\) und 27\. Juni \(Fortgeschrittene\) **Weitere Informationen:** Kostenfrei. Bitte buchen Sie Ihr Ticket direkt am Veranstaltungstag an der Tageskasse im Foyer. **Die Ticketbuchung im Voraus und im Webshop ist nicht möglich.** Dauer: 180 min. Ab 16 Jahre. Sprache: Deutsch, Englisch. Rollstuhlgerecht. Ort: Werkräume, 1. OG. Maximal 15 Personen.
🚀Founders Meet & Greet
🚀Founders Meet & Greet
🚀 **Founders Meet & Greet** Join us for a relaxed evening where **founders, builders, and like-minded people** come together to connect, share ideas, and build meaningful relationships. Whether you’re working on a startup, exploring an idea, or simply interested in the ecosystem, this is a space to have **real conversations with real people**. No stage. No pitches. No pressure. Just a welcoming environment to exchange experiences, ask questions, and meet others on a similar journey. *** # 📅 Event Details 📅 **May 2** ⏰ **17:00 – 19:00** 📍 **MAATI – Indische Küche & Café** *** # 💡 What to Expect • Genuine conversations in a relaxed setting • Meeting founders, builders, and creatives • Sharing ideas, challenges, and experiences • Expanding your network organically *** # 🎯 Who Should Join • Founders & entrepreneurs • Aspiring founders • Creatives & builders • Anyone curious about startups *** # 🤝 Community We’re building a space where people don’t just network, they **connect, collaborate, and grow together.** For updates about upcoming events, networking opportunities, and founder meetups, join our **WhatsApp community** where entrepreneurs support, connect, and grow together. 👇 [https://chat.whatsapp.com/IOjguBGBakz59qp2b6BE0V](https://chat.whatsapp.com/IOjguBGBakz59qp2b6BE0V)
German, English, Spanish, Coffe A2-C2, Bring 2 German Friend get 1Drink, ur Ex..
German, English, Spanish, Coffe A2-C2, Bring 2 German Friend get 1Drink, ur Ex..
Meet, Match, MoveOn and Manage or Master Why Meet 1)Meet new People Culture Languages. 2)Not Match Romance, Political Views nor Religion, only Respect and Joy 3) Moveon, advance with your level, goals, and especially share and try Rotate the groups and let others participate a bit. 4) Master the challenges, and Manage to give a Like or appreciate the meetups!! **Thematic** or small Concept: Manage to Bring 2 German Friends and you get a Drink. if you bring your Ex Partner + 2 German friends =2 drinks = thats the Challenge and the Attitude of 2026
Breaking Bed: English Stand-up About Love & Dating F*ckups 02.05.26
Breaking Bed: English Stand-up About Love & Dating F*ckups 02.05.26
**English Comedy Special that will finally make you delete the dating apps - because there's no hope! Featuring 4 headliner level comedians!** Please sign up at [eastwestcomedy.com](eastwestcomedy.com) in addition to RSVP here to guarantee seating **Line-up: see website** !! Our Saturday shows have been SOLD OUT almost every time, so PLEASE book online and don't take chances ;) !! **Neukolln's favorite (by popular vote) comedy club East-West Comedy presents the new, topical show all about love & dating f\*ckups! In Berlin, you don't know who to hate the most: emotionally dead weirdos you meet online, people who refuse to pay the asking price for your feet pictures on OnlyFans, or the smug, preachy couples they form when they find each other. Is there any actual hope? Nah. But there are funny stories to tell to your closest friends (or to a room full of drunk strangers for money). 4 experienced comedians from USA, UK, Europe, Asia and more, will possibly kill your last remnants of hope - but promise you'll have helluva fun in the process.** Google rating: 5.0 / 5.0 ★★★★★ “Laughed a lot, will come again for sure” Oliver, UK ★★★★★ “A cozy place with high quality live comedy!” Joanna, Hong Kong ★★★★★ “Great comedy show, talented comics and very nice atmosphere” Mariia, Ukraine ★★★★★ “Comedians were good, beer was good, ambiance was super nice!” Gaelle, Lebanon ★★★★★ “The humour hit us right on the spot!” Eve, China ★★★★★ “Perfect evening of laughter” Igor, Croatia ★★★★★ “Cozy stand-up venue with hilarious international artists and audience!” Elvira, Russia ★★★★★ “Great new shows at one of Berlin’s coolest venues!” James, USA Doors: 7:30 PM Show:8:00 PM Entry: Pay What You Want\* (seat reservation required): you reserve your seat for free, and Pay What You Want at the end of the show, depending on how much you think the show is worth (recommended fee: €10-15). Reservations expire 10 minutes before the start of the show. \*It is not within our principles to promote a show as "Free Entry" and ask for a "not-so-voluntary" donation at the end. This show is paid - we just let you decide the price ;)
Let's Meet Up and Practice Languages
Let's Meet Up and Practice Languages
(Inside event) Are you learning a language but can't find people to practice with? Do you enjoy helping people speak your native language? If so, meet with us to make friends and have some good conversations. We begin by sharing the languages we speak fluently and the ones we are learning. Then we split into groups and speak! You can switch groups as often as you'd like. The goal is to speak about interesting, thought-provoking topics - not just the typical introductions we usually make. At our last meetups we spoke: German, Ukranian, English, French, Hebrew, Russian, Spanish, Italian, Portuguese, Hindi, Chinese, Greek, Japanese, Turkish, Polish, Swedish, Arabic, Norwegian, Icelandic, and Dutch. Can you help us make this list bigger? We hope to see you there and welcome ANY and ALL languages. (However, we cannot guarantee we will have a speaking partner for all languages). Looking forward to see you all! 😁
Silent Reading / Creating Club at W66 (Saturday) [Luma to RSVP]
Silent Reading / Creating Club at W66 (Saturday) [Luma to RSVP]
RSVP on Luma: [https://luma.com/ou3ks02q?utm_source=Meetup](https://luma.com/8jyxp83f?utm_source=Meetup) Silent Reading / Creating Club is a gathering for people who enjoy focusing together in public. Bring a book, a notebook, a sketchpad, knitting needles, whatever you’d like to spend a quiet hour doing. All projects and all participants are welcome. We’re building a community of readers and creators who value depth, presence, and shared silence. The reading and creating isn't the real highlight, though, it’s in the people who return and make it feel like a familiar room. (Please RSVP “yes” only if you can make it, so we can save a seat for you and others on the waitlist.) Our Meeting Point is the **W66 Café**. There’s no entrance fee, but please order at least one item from the café and don’t bring outside food or drinks 🙂 No assignments, expectations, or pressure. Just a shared hour of intentional silence, followed by the opportunity for good conversation. 🕰 Our Agenda **10:30 – 11:00** Arrivals, ordering drinks/food, light social time **11:00 – 12:00** The Great Quiet Hour (Read. Write. Sketch. Code. Think. Sit.) **12:00 – 12:30** Optional socializing: share what you were reading or creating, or simply continue in quiet focus. ## 🏡 House Guidelines To keep this space calm and welcoming for everyone: • Silence during the focus hour (no calls or conversations) • Put cellphones on silent mode • If using technology, please avoid meetings or audio (headphones please!) • Arrive before 11:00 if possible to minimize disruptions

Software QA and Testing Events This Week

Discover what is happening in the next few days

Tangoloft Beginner's Class
Tangoloft Beginner's Class
**Sunday Beginner Tango @ Tangoloft 💃🏾🕺** Curious about tango? This class is for you – no experience and no partner needed. We focus on connection, simple fundamentals and creating a relaxed, inclusive space where everyone can explore both roles. 🕐 16:30–18:00 🎶 Afterwards: Milonga (reduced entry for participants) 💸 20 € or USC + 10 € Come as you are – and be part of a growing, open tango community ✨ **Einsteiger Tango am Sonntag im Tangoloft 💃🏾🕺** Du willst Tango ausprobieren? Dann bist du hier genau richtig – ganz ohne Vorkenntnisse und ohne festen Partner. Wir legen den Fokus auf Connection, einfache Basics und eine entspannte, inklusive Atmosphäre, in der jede\*r beide Rollen tanzen und lernen kann. 🕐 16:30–18:00 🎶 Danach: Milonga (ermäßigter Eintritt für Teilnehmende) 💸 20 € oder USC + 10 € Komm vorbei und werde Teil einer offenen Tango-Community ✨
Chitta Walks - Awareness in Motion
Chitta Walks - Awareness in Motion
Chitta Walks is for people whose days move fast, while the mind never fully lands. Thoughts keep looping even when nothing is urgent. The body moves, but attention is elsewhere. Over time, this disconnect drains clarity and ease. This walk is a simple reset. We meet in Berlin’s Tiergarten and walk at a gentle pace. Parts of the walk are in silence, with light guidance and a few short prompts. The walk itself is the practice, bringing body and mind back into the same moment. No apps. No performance. Just a clear space to slow down and notice what is happening. If you want to slow down without withdrawing from life, join a Chitta Walk. ✨ **What to expect (approx. 90 minutes):** * A short arrival and orientation * A guided silent walk (phones off, no conversation) * One concise science-based impulse on attention or stress * Optional reflection in pairs or small groups * A simple takeaway or experiment for daily life 🚶**Who this is for:** * Professionals, creatives, and people in transition. * People who feel mentally busy and want more clarity and balance. * Those curious about mindfulness, but grounded and practical. * Anyone comfortable with silence and gentle self observation. 🔔 **Practical notes:** * Duration: 60-90 minutes * Wear comfortable shoes and weather-appropriate clothing * No prior experience needed * Group size is limited to keep the space quiet and focused 🧭 **Facilitator:** My name is Partha Sarathi, you can call me PS. I have lived in Berlin for over 12 years. With a background in physics and materials science, my interest in mindfulness grew through personal experience with stress and health challenges. I facilitate the space and structure of the walk, inviting shared exploration rather than instruction. 🤔 **Why Chitta Walks?** Chitta is a Sanskrit word referring to the mind or field of awareness, used here in a practical, non-religious sense. Chitta Walks is about noticing how the mind works by slowing down and walking together. Mindful walking makes thought patterns visible in real time, while moving and sensing in the world. The name points to a simple capacity: noticing what is happening in the mind without immediately trying to fix, judge, or optimize it. 🌿 **Possible effects:** A calmer nervous system. Clearer attention. A felt sense of being more present in your body. Subtle insights into how your mind reacts under everyday conditions. A quieter, more grounded way of moving through the city. **Come as you are. Walk. Notice. Leave with a little more space inside.**
Access Bars Class - English
Access Bars Class - English
There’s a peace and relaxation possible for everyone, that can occur with total ease, with a simple body process, called Access Bars ® Access Bar is like hitting the delete button on your computer’s hard drive. Negative thought patterns and mental chatter can be released and a space for peace, ease and new possibilities opens up. Best, everyone can learn this body process in a one day class. You can give the Bars® to your family and friends and to your clients. And of course you can let the Bars run also on yourself. Access Bars ® and Bodyprocess classes in English take place once a month, classes in German twice a month. Just ask for your desired date. Would this class be a contribution to your body, to your life, your business? Then I would like to have you in a one-day Access Bars. Consider this your invitation to a totally different paradigm for healing, change and transformation in all aspects of your life. The Access Bars class fee is 380 Euro, Practitioner License, Manual, Charts, food and drinks included. PLEASE NOTE THAT REGISTRATION IS ONLY POSSIBLE BY PHONE. For more information please visit my website: https://www.i-feel-so-good.de/home-en.html What happens in the brain during a Bars Session: https://www.youtube.com/watch?v=DgGbFRjqQPk If you have any question or you want to book a session, do not hesitate to contact me. Once a week we have an Access Bars ® evening that gives you the opportunity to exchange the Bars® and to meet other practitioners. ®
Deutsches Sprachcafé 16-18 Uhr w. Guest Speaker
Deutsches Sprachcafé 16-18 Uhr w. Guest Speaker
Hallo liebe Leute ☺️ Unser Deutsch Club lädt euch zum nächsten Treffen ein. 📅 **am Sonntag, 03.05.26** 🕔 **Uhrzeit:** 16:00–18:00 Uhr 📍 **Ort:** Project Together Berlin Karl-Liebknecht-Str. 34, 10178 Berlin 👥 **Niveau:** A2–C1 💵 **Teilnahmegebühr:** 10 € (inkl. 1 Getränk) Nimm an unserem **Deutschen Sprachcafé am Sonntag** teil und übe dein Deutsch in einer entspannten und internationalen Atmosphäre! 🎤 **Gast-Speaker:** **Michael Bejan**, Managing Director & AI Expert ✨ **Thema:** *„Warum Technologie unsere Gesellschaft und Werte gefährdet“* In diesem besonderen Treffen wird unser Gast zunächst seinen persönlichen Werdegang vorstellen und anschließend über die Auswirkungen von Technologie auf unsere Gesellschaft sprechen. 📚 **Themen des Talks:** • Persönlicher Hintergrund & Karriereweg • Rolle von Technologie in unserem Alltag • Chancen und Risiken von KI und Digitalisierung • Wie Technologie unsere Werte beeinflusst • Offene Diskussion & Q&A ⏱ **Ablauf:** Der Speaker-Teil dauert etwa **30–45 Minuten**. Danach geht es weiter mit **freiem Sprechen**, Diskussion und Austausch in kleinen Gruppen. 🗣️ **Was du üben wirst:** • Hörverstehen mit einem Muttersprachler • Wortschatz rund um Technologie, Gesellschaft & Zukunft • Argumentieren und Diskutieren auf Deutsch ☕ **Atmosphäre:** Kleine Gruppe, Café-Style-Setting, Gespräche & Networking 🤍 **Safe Space:** Fehler sind willkommen. Kein Druck, kein Stress – nur echtes Sprechen und Austausch 📸 **Hinweis:** Während des Treffens werden Fotos und kurze Videos für Social Media gemacht. Wenn du nicht aufgenommen werden möchtest, gib bitte kurz Bescheid ☺️ ⚠️ **Die Plätze sind begrenzt – bitte meldet euch verbindlich an.** Wir freuen uns auf einen spannenden und tiefgehenden Nachmittag voller Deutsch, Diskussion und neuer Perspektiven 🤖✨
SU&W In-person Mitte
SU&W In-person Mitte
Come along, grab a coffee, shut up, and write! We will do at least two sessions of each 45 minutes of writing and two breaks. We will start the first writing session at 11:15. **For space reasons, we are limited to a certain number of attendees, so please update your RSVP if you can't come**. We often have a large waiting list, and not updating your RSVP or not showing up if you do RSVP yes means that others miss out. We also ask that if you do change your RSVP, do it with reasonable notice. Thanks! We typically take over all of the cafe, but try to share tables if you can to allow space for other customers. If you are new, come and say hello, as we know that suddenly going quiet for 45 minutes and staring at that blank page can be intimidating when it's your first time. We have a lot of long-term regulars who will be happy to help you feel welcome. In between sessions, we have a Telegram chat: https://t.me/joinchat/ERW3pxD5kfELGeWs9SUhjw For more information, visit [https://shutupwrite.com](https://shutupwrite.com/).
💬Neurodivergent Language Meetup: German (Conversation)
💬Neurodivergent Language Meetup: German (Conversation)
Welcome! This meetup is for neurodivergent people (ADHD, autism, dyslexia, dyspraxia, OCD, etc.) who are learning German and want a low-pressure, structured space to practice speaking. **Logistics:** * 📍Location: https://maps.app.goo.gl/5weyJLA7EPgscxPY7 (Gleisdreieck Park near Tor Eins cafe) * 🎧 Bring sensory management tools (headphones, stim toys, sunglasses, etc) * A blanket or towel to sit on * Water and a snack * (Optional) A notebook if you like writing things down **How it works:** 🗣️ **Level-based small groups** When we start, we’ll quickly split into groups based on your self-assessed level (A1, A2, B1, B2, C1, C2). → **Max. 4 people per group** to keep sensory load low and speaking time fair. ⏲️ **Organizers group check** The organizers will come around from time to time to each group and ask if you want to stay in your current group or move to a different level—either higher or lower— or if you’d like to talk in different group. We’ll help you move. No pressure. No questions asked. 🚫 No pressure to speak every round. Just listening is fine. 🃏 **Conversation cards & prompts** Each group gets a set of prompt cards (simple questions, situational tasks, or grammar challenges appropriate for that level). You can follow the cards or go off-script — whatever feels right that moment. Let’s practice German in a way that actually works for our brains. ✨
Special Sunday coffee and chill(Cat edition)
Special Sunday coffee and chill(Cat edition)
Special Cat cafe event. There will be cats and exploding kittens, be ready! Space is limited at this event, if you can't come please cancel early Address is **Friedrichstr. 153A** **Relax. Connect. Create. ☕** After a full week of work, meetings, study sessions and life in fast-forward, it’s time to slow down. Join us this Sunday afternoon in Berlin for a relaxed coffee hang-out where this week's agenda is good company & warm drinks. You're also invited to bring some boardgames, materials **What’s the plan?** We’ll meet in a cosy spot, chat about everything and nothing, swap stories and simply enjoy the moment. No pressure. No formalities. Just a bunch of friendly people sharing a special Sunday coffee. **Who’s welcome?** Everyone! Whether you’re a Berliner born and raised, newly arrived in the city, from Germany or abroad, if you like meeting open-minded folks and spending some relaxed time—come join us. **When & how?** Saturday afternoon. Detailed time and place in our Telegram group. ➡️ Join us on Telegram: [https://t.me/berlinsaturdaycoffee](https://t.me/berlinsaturdaycoffee) Hop in, say hello, and we’ll share the final details. **Why join?** * Because you deserve a break. * Because you enjoy being creative. * Because you enjoy boardgames * Because meeting new people sparks fresh energy. * Because coffee tastes even better when shared. * Because Saturday afternoons were made for this. Respect and Safety: There is always at least one organizer present at every meetup. If you ever feel unsafe or bothered by someone’s behavior, you can reach out to an organizer privately. Your identity will remain confidential, your concern will be taken seriously, and no inappropriate behavior is tolerated — anyone making others feel uncomfortable will be removed from the group immediately. We hope to see you there. Bring yourself, your smile, drawing materials, your stories—or just your comfy self. Let’s make Saturday a little more laid-back, a little more social and a lot more nice. See you soon! —Your Saturday Creative Coffee Crew ☕

Software QA and Testing Events Near You

Connect with your local Software QA and Testing community

Central Ohio Radio Enthusiasts - Radio Signal Analysis Using SDRs and OpenWebRX+
Central Ohio Radio Enthusiasts - Radio Signal Analysis Using SDRs and OpenWebRX+
Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).
Columbus Code & Coffee 86 @ Improving
Columbus Code & Coffee 86 @ Improving
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!
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.
New Organizer Interest Forum/Page
New Organizer Interest Forum/Page
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
Investing & Personal Finance Meeting
Investing & Personal Finance Meeting
If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar
COhPy Monthly Meeting
COhPy Monthly Meeting
**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com