ReactJS
Meet other local people interested in ReactJS: share experiences, inspire and encourage each other! Join a ReactJS group.
1,173
members
1
groups
Frequently Asked Questions
Yes! Check out reactjs events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the reactjs events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find reactjs events near your location here. Connect with your local community and discover events within your area.
ReactJS Events Today
Join in-person ReactJS events happening right now
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.
The Red Tent - Empowering Circle
**The Red Tent – an Empowering Circle for Women and Non-binary**
*”Do you miss an opportunity to share your experiences, memories and desires as a woman in a safe circle?”*
**IMPORTANT**: Spots are limited, please make sure to reserve yours! If you are not on the list, you will be kindly asked to leave.
If you repeatedly register without showing up and cancelling in good time for someone else to participate instead, the host may choose to remove you from future events, so as to ensure fair access to the group.
In our weekly Monday meetings, we will explore them together through somatic practices, dance, singing, painting, writing, discussing and lecturing.
The 7x times workshop series will culminate in a voluntary exhibition of our own right at Lapinlahden Lähde.
This is an open group, but to get the full experience, it is recommended to attend the entire workshop series.
We follow the principles of safe space and no discrimination of any kind is accepted at the event.
You can learn about them here:
[https://unwomen.fi/turvallisemman-tilan-periaatteet/](https://unwomen.fi/turvallisemman-tilan-periaatteet/)
[https://kansalaisfoorumi.fi/wp-content/uploads/safer-space-principles-poster-a3.pdf](https://kansalaisfoorumi.fi/wp-content/uploads/safer-space-principles-poster-a3.pdf)
Please, come as you are, on time, and in comfortable clothes to move with.
The language of instruction: Finnish and English
The age range: all attendants from 18 years of age
**WHEN:**
Monday 4th of May – Monday 15th of June 2026
Time: 6.30pm–8.30pm
**WHERE:**
Tallipääty, MIITTI office
Lapinlahden Lähde, Lapinlahdenpolku 8, 00810 Helsinki
(How to find us: When inside of the front courtyard of the yellow main building, the door to MIITTI's office is the first one on your left-hand side.)
Full list of dates:
Mon 4.5. 6.30pm–8.30pm @ Tallipääty
Mon 11.5. 6.30pm–8.30pm @ Tallipääty
Mon 18.5. 6.30pm–8.30pm @ Tallipääty
Mon 25.5. 6.30pm–8.30pm @ Tallipääty
Mon 1.6. 6.30pm–8.30pm @ Tallipääty
Mon 8.6. 6.30pm–8.30pm @ Tallipääty
Mon 15.6. 6.30pm–8.30pm @ Tallipääty
About the facilitator:
Katariina Jumppanen studies Theatre Pedagogy Master at the University of Arts, and this workshop series is part of her teaching practice.
If you have any questions, please do not hesitate to email:
katariina.jumppanen@uniarts.fi
Looking forward to see you!
Katariina
**Punainen teltta – voimaannuttava piiri naisille ja ei-binäärisille**
”Kaipaatko mahdollisuutta jakaa kokemuksiasi, muistojasi ja toiveitasi naisena turvallisessa piirissä?”
Viikoittaisissa maanantaitapaamisissamme tutkimme näitä teemoja yhdessä somaattisten harjoitteiden, tanssin, laulun, maalaamisen, kirjoittamisen, keskustelujen ja luentojen kautta.
7 kerran työpajasarja huipentuu vapaaehtoiseen omaan näyttelyymme Lapinlahden Sairaalassa.
Ryhmä on avoin, mutta täyden kokemuksen saamiseksi suosittelemme osallistumista koko sarjaan.
Noudatamme turvallisemman tilan periaatteita, ja kaikenlainen syrjintä on tapahtumassa kielletty. Voit lukea lisää täältä: [https://unwomen.fi/turvallisemman-tilan-periaatteet/](https://unwomen.fi/turvallisemman-tilan-periaatteet/)
Tulethan paikalle omana itsenäsi, ajoissa ja mukavissa liikkumiseen sopivissa vaatteissa.
Tämä työpajasarja on osa opetusnäytettäni Teatteripedagogiikan maisteriopinnoissa Taideyliopistossa.
Opetuskielet: suomi ja englanti
Ikäraja: osallistujat 18 vuodesta ylöspäin
Aika: maanantai 4.5. – maanantai 15.6.2026
Kellonaika: klo 18.30–20.30
Paikka: Tallipääty, Lapinlahden Lähde, Lapinlahdenpolku 8, 00810 Helsinki
Jos sinulla on kysyttävää, älä epäröi ottaa yhteyttä sähköpostitse:
katariina.jumppanen@uniarts.fi
Lämpimästi tervetuloa mukaan!
Katariina
Clase de meditación Sahaja Yoga en español
¡Bienvenidos al curso gratuito de meditación Sahaja Yoga en español!
Sahaja Yoga es una práctica de meditación que nos permite alcanzar un estado de equilibrio general, tanto a nivel físico como emocional y espiritual. El objetivo central es alcanzar y mantener el estado de conciencia sin pensamientos o silencio mental. Con práctica regular de meditación podemos establecer este estado en nuestro interior.
No es necesario llevar nada al curso y puedes vestirte de ropa normal. Después de la clase podemos tomar té y hay tiempo para preguntas y conversación.
Este video te ayuda a llegar al centro de Sahaja Yoga de Kamppi:
https://vimeo.com/199566137
¡Bienvenidos!
Más información sobre Sahaja Yoga:
www.sahajayoga.es
Stadi Talkers Toastmasters Meeting
**Become a better speaker and leader with Stadi Talkers Toastmasters Club!**
Welcome to Stadi Talkers Toastmasters Club, a proud member of Toastmasters International, the global non-profit organisation dedicated to teaching public speaking, presentation, pitching, and leadership skills. Our worldwide network of clubs helps individuals grow personally and professionally through practical, hands-on experience.
**New to Toastmasters? Join us as a guest!**
We invite you to attend our meetings as a guest to see what Toastmasters is all about. You can choose to participate in our impromptu speech session or simply observe and get a feel for our community. Our welcoming environment is designed to support and inspire you, whether you're just starting out or looking to hone your skills.
**Meeting structure**
Our meetings typically include the following segments:
* Table Topics™ (Impromptu Speeches): *4-7 short speeches (1-2 minutes each)*
* Prepared Speeches: *2-3 in-depth presentations (5-7 minutes each)*
* Evaluation Session: *Constructive feedback to help you improve*
No matter your profession, the skills you develop at Toastmasters will enhance your ability to communicate effectively, pitch ideas confidently, and interact positively with others. These are lifelong benefits that will serve you well in any career or social setting.
**Learn more and connect with us**
For more information about Toastmasters International, visit [www.toastmasters.org](http://www.toastmasters.org). However, the best way to truly understand the value of Toastmasters is to experience it first-hand. Guests are always welcome, and you can even try your hand at our impromptu speech session if you feel inspired.
Connect with us on [LinkedIn](https://www.linkedin.com/company/stadi-talkers) or [Instagram](https://www.instagram.com/staditalkers/)!
*Meetings start at 18:00. We recommend arriving early to mingle with club members before the program begins.*
ReactJS Events This Week
Discover what is happening in the next few days
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.
Haskell Office Hours
Zurihac shirts, or other Haskell events paraphernalia mark the spot! :D
You're invited to Haskell Office Hours, a laid-back meetup where you can ask questions, get help setting up the Haskell toolchain, or just hang out with fellow Haskellers. This meetup is geared for newcomers, but experts are also welcome to show up and join in the knowledge-sharing.
This meetup will occur every second week and RSVP is preferred. Meetup starts at 19:00 and runs until 20:00.
For more coordination, join our [Newcomers Matrix room!](https://matrix.to/#/!wnXpJkwWACgSBBzwDh:matrix.org?via=chreekat.net&via=matrix.org&via=rauhala.info)
Happy Haskelling!
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.
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
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.
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/)
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**.
ReactJS Events Near You
Connect with your local ReactJS community
[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
Fun & easy way to play more tennis (read event description)
We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches.
These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun!
Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up:
https://www.playyourcourt.com/tennis-community/columbus-oh/meetup/
If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works.
Happy hitting!
- Scott
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
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
CABS Boardgaming Saturday, May 30th
Thanks for being a part of the CABS Meetup Group! We meet @ the COFFEE UNDERGROUND on Indianola Avenue. We play many different games @ CABS - bring your own or play one of the OVER 2222 in our library. What are your favorite games? What was the last game you played? Hope to see and game with you soon! Check us out on Facebook! Doors open early on Saturday Mornings at 10am and around 4pm on Fridays if you are interested in learning new / simpler games ... or new to the hobby or just want to check us out come in early just after noon and we will show you around before the crowd grows. Stay for a game or two, an hour or two or for the day! Your first visit is free and after that it's $5 a meeting or you can join for the year! It's Your Move
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 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.












![[Nathan Leiberman: Tailwind CSS: The Perfect Wingman for Frontend Projects] #12](https://secure.meetupstatic.com/photos/event/2/f/e/b/highres_533472267.webp?w=640)





