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Frequently Asked Questions

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

Discover all the javascript frameworks events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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JavaScript Frameworks Events Today

Join in-person JavaScript Frameworks events happening right now

Backstage Finland User Group Meetup #1/ Let's get going
Backstage Finland User Group Meetup #1/ Let's get going
**[EVENT SCHEDULE UPDATED with Speakers and topics below]** Let's GO! Backstage Finland User Group is on the way. Please join us for this epic virgin voyage! **WHEN** We chose the date as Tuesday, 19th May - the day before [Kubernetes Community Days Helsinki 2026](https://cloudnativefinland.org/kcd-helsinki-2026/) (Wednesday, 20th May) So if you feel like warming up with **Backstage and Platform Engineering,** and you are already in the Helsinki area \-\-\-\> Come join and relax with us next to the Helsinki Central Railway station with Pizza & Drinks **Building the Future of Developer Experience in Finland!** Backstage Finland is gathering experts and newcomers alike to discuss how we can reduce cognitive load and build the most vibrant Platform Engineering community in the North. **WHAT** \- Knowledge sharing from people already with their hands deep in Backstage \- Live Demos \- Networking **EVENT SCHEDULE** **16:00 – 16:30** \| Doors open\, Coffee\, and Refreshments\, Relaxed lounging **16:30 – 16:40 \|** Opening Remarks *(Fossi & Heikki)* **16:40 – 17:00 \|** OP Pohjola’s Backstage Evolution: From History to Present *(Jyrki Koistinen, Product Owner - OP HUB (Backstage based IDP) OP Bank* **17:00 – 17:30 \|** PIZZA TIME and Refreshments **17:30 – 18:00 \|** Developer Roundtable: Open Discussion and Knowledge Sharing * TOPIC 1. * What are you banging your head on the table with Backstage currently ? Maybe someone has already solved it ? 🤔 * TOPIC 2. * What new thing have you learnt with Backstage recently that you would like to share...nothing is too little of a matter :) **18:00 – 18:15 \|** Improving Self-Service Template Reliability with Health-check Plugin (*Martti Mourujärvi, Site Reliability Engineer, OP Bank)* **18:15 – 18:30 \|** Refreshment Break **18:30 – 19:00 \|** Observability in Backstage with OpenTelemetry (*Martti Mourujärvi, Site Reliability Engineer, OP Bank)* **19:00 – 20:00 \|** OP Hub Demo: Comprehensive Walkthrough *(Heikki Hellgren, Expert Lead Developer in OP Bank's Backstage team)* **20:00 – 20:15 \|** Short Break and Refreshments **20:15 – 20:45** \| AI Integration in Internal Backstage Development *(Teemu Koivumaa, Specialist, DevOps Engineer, OP Bank)* **20:45 – 21:00 \|** Closing Remarks *(Fossi & Heikki)* **21:00 – 22:00 \|** Social Hour: Pizza, Drinks, and Relaxed Networking **FOOD + DRINKS** Pizzaaaa!!!! + alcohol and non-alcohol beverages + snacks / Pizza from 17:00 -->
Boosting e‑commerce picking efficiency through lean development by Kesko
Boosting e‑commerce picking efficiency through lean development by Kesko
At this Product Owner meetup, we'll hear about Kesko's K-Keräily application and how it uses lean principles and a data-driven approach. **Product Owner Meetup - Helsinki** is a community where Product Owners come together to celebrate their craft, share real-world experiences, and grow as leaders in their industry. **☀️Join us in the May meetup about boosting Kesko's e‑commerce picking efficiency** **Visa Hannula**, Development Manager at Kesko, shares how Kesko built the K-Keräily application using lean principles and a data-driven approach. The talk walks through the concrete development decisions made along the way, lessons learned, and where they are now. **More about the speaker** **🎤 Visa Hannula, Development Manager, Kesko** Visa Hannula works as Development Manager in Kesko's Digital Services Development unit. He brings a data-driven mindset to his daily work, using reporting, analytics and monitoring as hands-on tools for developing and managing systems based on measurable insights. Visa works as a PO for a team responsible for K-Ruoka’s order management, picking and delivery systems and integrations, which provide services for hundreds of brick-and-mortar stores and thousands of daily users. 📍 *Where:* **Nitor Office, Aleksanterinkatu** 46, 6th floor (next to Mummotunneli) 🕕 *When:* **Wednesday, 19th of May, from 17:30 to 19:30** 🍪 *Bonus:* **Snacks, drinks, and great company!** Through inspiring talks, hands-on discussions, and opportunities to connect with peers, we aim to value and highlight the role of the Product Owner to one of innovation, pride, and strategic impact. Each session brings together practical insights from industry leaders with first-person, real-life stories from local and global product professionals who have tackled challenges and achieved breakthroughs. Whether you’re fine-tuning stakeholder management, mastering prioritisation, or seeking inspiration, you’ll find a welcoming space to learn, collaborate, and advance your skills. Join us in shaping a movement where Product Owners are recognised as key drivers of outcome orientation, innovation and value, transforming the profession into a globally celebrated craft. 📍Please note: the downstairs exterior doors lock at **17:00**. If you arrive after this, just ring the doorbell and we will let you in. The event begins at **17:30**.
Agentic AI and its product management!
Agentic AI and its product management!
​Join us on May 19th for a joint meetup organized by Helsinki MLOps Community and Helsinki ProductTank to conclude the spring semester with a bang! ​--- Agentic AI is moving from prototypes to production and everybody must balance speed of adoption and reliability. Due to their dynamic task executions, the behavior of agentic AI is even more unpredictable than in regular AI system where ML/AI models - large or small - are utilized in predefined workflows. Nevertheless, going forward all the AI and product teams will be dealing with agentic AI sooner or later. What does it take to build and operate the agents as productized software solutions? Let's hear it from forerunners that have been living through the latest regarding advanced agent cases in enterprises or as technical founders. **🎤** **The talks and the panel:** **​Case Story from WithSecure -** Seamus Moloney, Data & AI Team Lead, Principal Data Architect / WithSecure Corporation **From Prompt to Product: Managing AI Agents in Production** \- Pasi Vuorio\, Founder\, CEO / ModernPath **Panel Discussion: Choosing the Right Approach for Agentic AI: Where It Fits and What It Demands** Chaired by: * Dan Khurram, Senior consultant, Business and PM coach / Eficode Panelists: * Valentin Sattinger, Co-Founder & Product Manager / Luo & Advisor / 8wave (Past: Director of product management / Noice & Product manager / Unity) * Arto Tolonen, CEO & Co-founder / ProductSense (Past: CPO / Smartly.io & CTO / Audiodraft) * Aaro Isosaari, Co-founder & CEO / Flow AI (Past: Co-founder & CEO / Flowrite) ​--- 📍 Haaga-Helia University of Applied Sciences (Pasila campus next to Pasila railway station) 📆 May 19th 🕔 17:00 - 21:00 ​​Beverages & snacks + Discussions & networking Organized in collaboration with * Brillian (https://brillian.fi/), * Aiven (https://aiven.io/), * Haaga-Helia UAS (https://www.haaga-helia.fi/en) * "Applied AI in Business and Education" innovation hub of the Ulysseus European University (https://ulysseus.eu/innovation-hubs/artificial-intelligence/)
APIOps meetup - topic TBD
APIOps meetup - topic TBD
Detailed topic, place and speakers TBD. Contact organizers if you wanto to speak, host or offer snacks. Possible topics for those eager to speak for example: • Introducing your API & telling your API story • APIOps Cycles methods - experiences & feedback • Automating API Design • API Audit of a specific API • OpenAPI live specification of an API • Organizing hackathon • Marketing and monetizing your API • Open data & APIs
Finnish Language Café
Finnish Language Café
Learning Finnish in Finland can be difficult because Finns tend to switch to English. That is one of the reasons people like our Finnish language café: you get to practice Finnish with Finns :) The events are completely free and there is always a native speaker to facilitate the conversation and to help find the right words. The coffee is good too ☕😋🇦🇹 Tervetuloa! When? ⏰ Usually Tuesday to Friday from 15:00 - 16:00 Where? 📍 In a cozy Viennese coffee house: The Good Coffee Company, Eerikinkatu 33, Helsinki The Good Coffee Company A Taste of Vienna 🇦🇹 Eerikinkatu 33, 00180 Helsinki Please visit our Facebook page for updates and changes: https://www.facebook.com/TheGoodCoffeeCompany/events
Practice communication & leadership skills with Helsinki Toastmasters
Practice communication & leadership skills with Helsinki Toastmasters
Join us for an empowering workshop hosted by Helsinki Toastmasters, focusing on mastering confidence and communication skills. Whether you are a seasoned public speaker or just starting your journey, this event is tailored for individuals looking to boost their self-empowerment and enhance their leadership skills. Our experienced mentors will share valuable insights on how to speak with conviction, project confidence, and become a compelling communicator. Connect with like-minded individuals, network with professionals, and engage in thought-provoking discussions aimed at personal development and positive thinking. Elevate your public speaking game, gain inspiration, and set yourself on the path to success. Don't miss this opportunity to invest in yourself and unleash your full potential. Helsinki Toastmasters welcomes you to this interactive event that promises to be both educational and fun. The meeting is in English language, meet and greet starts at 17:30, meeting starts at 17:45 pm sharp. Warmly welcome as a guest.
Bajo Un Mismo Sol - Collective Sonic Art Research
Bajo Un Mismo Sol - Collective Sonic Art Research
**Explore sounds of belonging, for you and for others in a three-days’ workshop** **When**: 18th, 19th & 20th of May **Time:** 13.30-18.30 **Where:** Sibelius Academy Töölönlahdenkatu 16 C, 2nd floor The workshop "Bajo un mismo sol" is bilateral and happens simultaneously with participants in Medellín. All together we will train careful listening to places, make and share recordings of places we feel belonging to, and create collective sound maps in the mobile app MSWalks on Kansalaistori, in front of Oodi library, and on the square of Medellín Modern Art Museum. On these sound maps that activate when we walk across the squares with our phones' speakers, we will also improvise with small custom-designed solar-powered electroacoustic instruments. Participating does not require any background in music, but an interest in sound, for encountering new people and sharing ideas related to identity and memories. A careful listening attitude is central to the activities, as well as an interest for sharing and conversing within respect of differences. This workshop is related to a research and the registered participants will receive detailed information prior to decide on consenting to participate to the research. The activities will be documented for research purposes and there are various options for being or not included in the documentation. You may participate to the whole workshop or select the times that suit the best to your schedules. **After registering you will anyway be contacted and given more information, but you may as well ask information prior to registration by email at marianne.decoster-taivalkoski@uniarts.fi.** About the facilitator: Marianne Decoster-Taivalkoski (IG: marianne.d_t ) is a media and sound artist with French origins and based in Helsinki since 1993. She works in music and technology program at the Sibelius Academy of the University of the Arts Helsinki as a lecturer and an artist- researcher. Her work deals with identities, movement, listening, places and improvisation. She has a long experience in working with groups.

JavaScript Frameworks Events This Week

Discover what is happening in the next few days

WPNinjasFI-kevätjuhla Microsoftilla
WPNinjasFI-kevätjuhla Microsoftilla
Alustava ohjelma, johon voi vielä tulla muutoksia. Tarkempaa ohjeistusta lisätään myöhemmin. 8:00 - Registration & coffee ☕🥪 9:00 - Kevätjuhlien aamunavaus 9:15 - Keynote: What's new in Microsoft virtualization solutions (Microsoft) 9:45 - Break 10:00 - Session 1: Vähemmän klikkailua, enemmän automaatiota: Intunen ja Entran automatisointi Azurella (Henri Perämäki) 10:45 - Break 11:00 - Session 2: Defender for Endpoint arjessa – päätelaitteiden ja palvelinten hallintaa Intunella (Jami Susijärvi) 11:45 - Lunch (at own expense) 🍽️ 12:30 - Session 3: Autopilot v1 Tips & Tricks, Autopilot v2 katselmointi ja viimeiset uutiset (Pavel Mirochnitchenko) 13:15 - Break 13:30 - Sponsor session (Plentics) 13:45 - Coffee ☕🍪 14:15 - Session 4: Building Your Azure Arc Foundation: Strategy, Security, and Scale (Kaido Jarvemets) 15:00 - Break 15:15 - Session 5 Viime hetken Secure Boot -temput (Matias Haapaniemi) 16:00 - Pavel Quiz, prizes, etc. 16:30 - End of the day 17:00 - Networking with beverages 🍻
Board Games at Arkade (Thursday)
Board Games at Arkade (Thursday)
Pay the **5 € board gaming fee** to the bar at the counter when you arrive. You must be at least 18 years old to enter [Arkade](https://www.arkade.fi/). We play in English and the game rules are taught before starting play, unless everyone is already familiar with the game. No previous experience with board gaming required. Despite our RSVP numbers here on Meetup, we almost always have at least 20 people participating weekly. The venue has a great board game library, the host and other players usually bring their own games too: our selection varies weekly. We're a very casual group so you're welcome to arrive early or late and join whatever game is starting up, there is no attendance tracking, or welcoming process. The bar has alcoholic drinks, mocktails, and soft drinks available as well as some snack foods. They've been okay with people ordering food to the bar with meal delivery services. If you are feeling sick, please stay home.
Vibe Coding Finland: May meetup with Antilooppi at VERK
Vibe Coding Finland: May meetup with Antilooppi at VERK
Welcome to our May meetup in Helsinki, arranged together with Antilooppi (https://antilooppi.fi/). Schedule: 17:00 Doors open! 17:30 Welcome words by organizers and Antilooppi 17:40 **The Spec-Driven Revolution: Building the 20X Development Engine** **By Dr Jukka Ala-Mutka, Founder of Managentics** Traditional SaaS is hitting a wall. As job security and project timelines face constant pressure, the "Artisan Coding" model is being replaced by AI-native pipelines. In this session, Jukka also shares how Managentics is operationalising "Spec-Driven Development" to achieve results that were previously impossible. In this deep dive, we will explore: * ⁠The Specification Factory: How Managentics transforms raw business intent into high-fidelity agent specifications. This is the "Intent-to-Specs" phase, where business logic is refined into structured blueprints before a single line of code is written. * The Industrial Assembly Line for Software: How we treat platform development not as a manual craft, but as a process-driven assembly line. We apply industrial management principles to digital creation, ensuring every feature follows a repeatable, high-velocity path from the factory to production. * The Power of SDD and TDD: Moving the source of truth from ephemeral syntax to structured business logic (Spec-Driven Development) and rigorous automated validation (Test-Driven Development). In this engine, specifications are the blueprints, and tests are the quality gates. * The 20X Development Engine: How this automated approach achieved 20x efficiency, delivering 200,000 lines of production-grade code in just 3 months. If you’re interested in moving beyond simple prompting to building industrial-scale autonomous capabilities through process-driven management, this talk is for you. About the Speaker: Jukka Ala-Mutka is a Dr Sc. & BSc in Construction Management with over 20 years of experience in strategy and technology. As the founder of Managentics, he is pioneering the "Intent-to-Specs" pipeline, helping organisations transition from human-centric tools to autonomous agent swarms. \*5 min break\* 18:15 **"Building Viral Apps People Love" by Jarno Silander, Founder of Kinoon.fi and Head of Growth at Droppe.** The world is full of digital experiences that fail people. Previously you just had to put up with it, but not anymore thanks to AI. In this session, Jarno shares practical advice on finding your next project and building experiences worth sharing, using the viral cinema platform Kinoon.fi as a working example. In this session, we’ll dive into: * ⁠**The Kinoon.fi story**: how virality generated the first 20k users and put Kinoon on track for €800k+ in annual partner sales. * **Finding your next project**: UX arbitrage and using pain as a compass. * **Building shareworthy experiences**: UX frameworks, mental models, and tips that turn users into your distribution channel. * ⁠**When taste ends and science begins**: measuring what matters and running experiments to surface unintuitive wins. * **How to just do things**: getting out of your own way. About the speaker: Jarno Silander is a curious startup founder-operator with 7 years of experience helping startups find product-market-fit and scale to their next growth stage. \*5 min break\* 18:50 TBA 19:30 Mingling / free discussion etc 20:00 Doors close **About us** Vibe Coding Finland is a community for developers, designers, business professionals and tech enthusiasts who love to vibe code, learn, and connect in a relaxed and inspiring atmosphere. Whether you’re a seasoned professional or just starting your coding journey, you’ll find good company, meaningful discussions, and hands-on sessions to boost your skills and creativity. Our meetups feature a mix of talks, coding sessions, project showcases, and networking — all centered around building great vibes and a supportive tech community in Finland.
KCD Helsinki 2026 – Kubernetes Community Days Returns to Helsinki
KCD Helsinki 2026 – Kubernetes Community Days Returns to Helsinki
**🚀 Kubernetes Community Days Helsinki 2026 is almost here!** On May 20th, the cloud-native community will gather at Aalto University for a full day of technical talks, insights, and networking. This year, we’re scaling up—welcoming up to **500 attendees** from across Finland and beyond 🤩 🎤 **Featured keynote speakers** We’re excited to welcome an incredible lineup of keynote speakers: * Faseela K — KubeCon Co-Chair & CNCF TOC, Ericsson * Davanum Srinivas — CNCF TOC & Kubernetes SIG Architecture Co-Chair, NVIDIA * Marina Moore — CNCF TAG Security & Compliance Co-Chair, TUF Maintainer, Edera * Lucas Käldström, Cedar Maintainer, previously Kubernetes Maintainer/SIG co-chair, Upbound 🎉 **What to expect** 🔹 Deep-dive technical sessions from local and international experts 🔹 Real-world cloud-native use cases and lessons learned 🔹 Opportunities to connect with engineers, architects, and platform teams 🔹 A full day immersed in the Kubernetes and open-source ecosystem 🛠️ **Workshops (May 19)** We’re also offering **free** **hands-on workshops the day before the event**. You can select a workshop as an add-on when purchasing your ticket—spaces are limited, so make sure to grab a spot early! KCD Helsinki is supported by the Cloud Native Computing Foundation (CNCF) and organized by the non-profit Cloud Native Finland ry. **Event details & registration** 👉 Full agenda, speakers, and tickets at [https://kcdhelsinki.fi](https://kcdhelsinki.fi) 📅 Date: May 20, 2026 📍 Location: Aalto Dipoli, Otakaari 24, 02150 Espoo 🎟️ Last tickets are selling now—secure your spot [here](https://pretix.eu/kcd/2026/)! We’re looking forward to seeing familiar faces and meeting new ones—whether in the audience, at the booths, or in the hallway track.
Community building polyphonic singing
Community building polyphonic singing
Welcome to explore your voice and group singing through vocal exercices and the learning of one polyphonic song from the occitan folk and traditional répertoire! WHAT IS ALL THIS ABOUT? ⛰ These songs are community-building based, and I intend to share them with you in this spirit 🌬 The idea is to get together, learn and sing this united, and look for the sound as a group We would also work on musical aspects, to enjoy more the beauty of this style! PRACTICALITIES 🤗 No previous experience requiered, welcome if you are curious! 💸 "Pay what you can" fee (between 5 to 15€ recomended) / person / workshop SEND ME A MESSAGE to be added to the whatsapp channel of the participants! +33698945357
Helsinki Python meetup at ICEYE
Helsinki Python meetup at ICEYE
Welcome to our May meetup, kindly hosted by [ICEYE](https://www.iceye.com/) Our host will tell us the story of conquering space, that started with just a couple of Aalto students, and has grown into a multi million euro business. There will be food served at arrival, so you can nourish your body, before nourishing your mind with three talks prepared for you by ICEYE employees. You have to RSVP for the event to join. For security reasons you are required to provide your full name as stated in your official ID document. If you can't make it, please update your RSVP promptly so another Python enthusiast from the waiting list can take your spot. Photos of the event may be shown on different digital channels of Helsinki Python and our hosts. Please also share your own photos! **Photography is allowed ONLY in the event spaces!** **Location: ICEYE OY - Maarintie 6, 02150 Espoo** **Schedule** * 17:00 Doors open, food and drinks available 🍺🍕 * 17:30 Welcoming words from Helsinki Python team * 17:35 [Hugo van Kemenade](https://hugovk.dev/) \- Python 3\.15 news\! ⚡ * 17:40 [ICEYE](https://www.iceye.com) \- Who we are * 17:55 [Jeremy Mayeres](https://jerr.dev) \- Modern Python repository setup * 18:25 [Kasper Paavolainen](https://www.linkedin.com/in/kasper-paavolainen) \- Earth Observation Satellite Scheduling Problem * 18:55 Break * 19:10 Quiz 🔮 * 19:20 [Daniel Vahla](https://blog.vahla.fi) \- Python and HTTP/3\, feel the difference in performance\! * 20:00 End of the talks * 20:30 Let's start moving to a nearby bar to continue Python discussions 🍻 **Arriving** The event venue is close to Aalto University metro station and Maari tram stop. There is also plenty of parking nearby (but not right next to the building). The building's main entrance is facing the Maarintie street, and is right next to the pond. Security team will be escorting people in groups from the entrance to the event space.
MSUG #18: Zure ❤️
MSUG #18: Zure ❤️
Tervetuloa mukaan Microsoft Security User Groupin (MSUGFI) tapahtumaan! Tapahtuma järjestetään Zuren tiloissa Helsingin ydinkeskustassa (rautatientorin asemaa vastapäätä). Tule mukaan osallistumaan, kuulemaan, oppimaan ja verkostoitumaan rentoon iltaan. Tapahtuma on tarkoitettu kaikille Microsoft-tietoturvasta kiinnostuneille. **\*HUOM\* Tarvitsemme jokaisen osallistujan etu- ja sukunimen tiloihin sisäänpääsyä varten. Täytäthän ilmoittautumislomakkeeseen koko nimesi varmistaaksesi sisäänpääsyn!** **Ohjelma:** * 16:30: Ilmoittautuminen ja vapaata minglausta * 17:00: Tervetulosanat (MSUG aktiivit) * 17:10: Tervetulosanat (Zure) * 17:20: Asiantuntijapuheenvuoro: Jurassic truths about APIM and AppGW (Joona Immonen, Zure) * 18:00: Tauko * 18:30: Asiantuntijapuheenvuoro: Kun puolustus ajattelee graafeina – miksi ja kuka hyötyy? (Jarkko Kinnunen, Microsoft) * 19:15: Loppusanat, vapaata minglausta * \~19:30: Tilaisuus päättyy

JavaScript Frameworks Events Near You

Connect with your local JavaScript Frameworks community

[Nathan Leiberman: Tailwind CSS: The Perfect Wingman for Frontend Projects] #12
[Nathan Leiberman: Tailwind CSS: The Perfect Wingman for Frontend Projects] #12
Join us for **[Nathan Leiberman](https://www.linkedin.com/in/nathan-richard-lieberman/)**'s talk ... Had enough of writing the same flex classes for the hundredth time? Tired of diving into your coworker’s cobbled container class? Tailwind CSS is here to save your sanity. Tailwind gives you a well-organized, utility-first approach to styling. This CSS framework eliminates naming debates, halts stylesheet scavenger hunts, and satisfies your marketing team’s whims with clear, composable class names and a powerful configuration system. You’ll spend less time fighting CSS and more time building beautiful interfaces. In this talk, I’ll walk through an interactive demo of Tailwind CSS and cover the following topics: * Set up Tailwind CSS in your project * Understand Tailwind’s utility classes and how they work * Integrate breakpoints and dark mode like a pro * Customizing Tailwind to fit your style Ditch your spaghetti stylesheets and come see how Tailwind CSS can make your project lighter, cleaner, and a lot more fun to build. Your future self will thank you. ***Bring your laptop and expect to write some (non-AI generated) code!*** Food and drinks will be available. **LOCATION:** 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017
Building Agents with Microsoft Agent Framework
Building Agents with Microsoft Agent Framework
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.
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
Using AI To Be More Productive Every Day
Using AI To Be More Productive Every Day
**Presenter:** Auri Rahimzadeh, Principal Software Architect, Momentum3 **Time:** Pizza at 6:00, Presentation Starts at 6:30pm Eastern **Location:** Theoris, 9000 Keystone Crossing, Suite 230, Indianapolis Auri's been using AI a lot. Are you? Let's discuss how to be your most effective self by using AI in your development workflow. Looking forward to seeing you there!
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
Building Momentum: From Ambiguity to Execution
Building Momentum: From Ambiguity to Execution
**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.
DoJo (Informal Python Meeting)
DoJo (Informal Python Meeting)
**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9