Product Development
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Frequently Asked Questions
Yes! Check out product development events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the product development events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find product development events near your location here. Connect with your local community and discover events within your area.
Product Development Events Today
Join in-person Product Development events happening right now
Friday afterwork@ Kallio Bar
You're more than welcome to join us and meet some new friends! Let the evening unfold and people shape the course of the night đ
Come share your best (or worst) comedic mishaps, stories, and gossip in a relaxed, conversational meetup at **Kallio Bar** (right next to Street Bar) in Hakaniemi, Helsinki.
Beers from **âŹ5** đș, wine bottles **âŹ25** đŸ â and there will very likely be extra discounts đ
Later in the evening, we might head to a nightclub or karaoke together đ€
Hope to see you there!
Guided Meditations - Self Sabotage
Join us on **Fridays, 18:00 - 19:30** at **Lapinlahden LĂ€hde** for a free session where weâll explore the topic of the week. **After 19:30**, you're welcome to hang out with us. Depending on what the group decides, we sometimes:
\- stay in\, enjoy tea and cookies and play board games
\- go out for dinner or order food\, feel free to bring your meal
\- Just engage in conversations
â
Your **RSVP counts as your registration**, we expect you to **honour it**.
đ€ All conversations are confidential. Whatâs shared, stays in the group.
đż Small group, big heart: Everyone gets a chance to share.
đ§ââïž Come comfy, come curious.
đ§ Bring water. Skip heavy meals & caffeine.
đ **TallipÀÀty, Lapinlahdenpolku 8, Helsinki**
(Through the gate, first door on the left!)
**Kind reminder:** Last-minute cancellations or no-shows mean others miss out. To keep it fair, repeated cases may result in losing the spot in future sessions.
If you want to be part of the MIITTI community, follow us on our other platforms:
IG: [instagram.com/miitti1](http://instagram.com/miitti1)
Facebook: [facebook.com/miitti1](http://facebook.com/miitti1)
Web: [lapinlahdenlahde.fi/projekti/miitti](http://lapinlahdenlahde.fi/projekti/miitti)
Whatsapp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community!
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 âđđŠđč
Tervetuloa!
When? â°
Usually Tuesday to Friday from 15:00 - 16:00
Where? đ
In a cozy Viennese coffee house: The Good Coffee Company, Eerikinkatu 33, Helsinki
The Good Coffee Company
A Taste of Vienna đŠđč
Eerikinkatu 33, 00180 Helsinki
Please visit our Facebook page for updates and changes:
https://www.facebook.com/TheGoodCoffeeCompany/events
Play Badminton Friday [Competitive Games] @Smash Center
ăIMPORTANT SUMMARYă
* The purpose of competitive game session is to enjoy badminton games by focusing on trying your best to win the games.
* You don't need to be a very good player to join this session. Our level range from beginner to intermediate. We will put you to play with people with similar level. But if you are the first time to come and I don't know your level, then I will put you to play with less-experienced players to start.
* Please purchase your slot through this link [https://7538e9.myshopify.com/](https://7538e9.myshopify.com/) Please also read the instruction inside this link, so that you have an idea how it works.
* Please bring feather shuttles to join the games. We only accept specific shuttles. Please read the following. **If you come without bringing feather shuttles with you, I may ask you to go home.**
ăSIGN-UP SYSTEMă
* Please sign up and pay through this link. [https://7538e9.myshopify.com/products/competitive-game](https://7538e9.myshopify.com/products/competitive-game)
* We don't use the signup system on Meetup.com anymore. (Neither the waiting list)
* It says this event is full on this meetup page, because I didn't open any slots here for you to sign up. You have to check this [sign-up page](https://7538e9.myshopify.com/products/competitive-game) to see if there is still a slot available there.
* The background of using an external sign-up and payment system is because Meetup.com introduced a service fee to increase 21% of the fee in May 2023, and we want to reduce this cost.
ăFEE and REFUND POLICYă
* Fee includes courts and the work I do to continue this group. Please sign up and pay before you come. NO refund if you do not cancel until 48 hours before the event.
* Racket: bring one or rent one at the counter.
* No matter the reason is sickness, accident or anything, the group or I will not afford the cost caused by your absence.
* Of course you CAN'T ask me, "Can I sign up for free for next week because I didn't come to use my slot this week?". Please remember, the court booked for you is there and it costs money. The court doesn't simply become "free of charge", just because you didn't show up.
ăCOMMUNICATIONă
* Communication: our whatsapp group [https://chat.whatsapp.com/JJQbJlisbcj5YDnlcSu347](https://chat.whatsapp.com/JJQbJlisbcj5YDnlcSu347)
* There are too many spams, so I only accept +358 number to join whatsapp group. Numbers from other countries will all be rejected.
ăDETAILS of COMPETITIVE GAMESă
* This is the list of shuttles we accept:
RSL Classic Tourney, Academy
Li-Ning Super 1000
Victor Smash It 1, 2, 3
Ling Mei 70, 80, 90
Ling Mei Gold, Black
Yonex Aerosansa 30, 20, 10
NCS Pro, MAX
* Smash Center also sells feather shuttles (Ling Mei Gold and Black). You can purchase there at your arrival.
ăOTHERSă
* Please always keep 1 meter away from those courts where people are playing. Never step into the corners of other courts! If I see you do this, I probably will yell at you!
* If you have some questions, you can put your questions in the comments on the event page. People will respond.
* If you are new to badminton, please Google basic badminton rules in advance. Serve rules, double rules and point counting rules. You are always welcome to ask anyone in our group. Most of our members are more than happy to help you.
* Badminton activity is organized for non-profit purpose, but I take a small fee for my work.
* Want to restring your racket? I can do restring for you. âŹ24 including the string. Please get contact with Ken.
[https://drive.google.com/file/d/1XdBBBKBmsHqvMyI7t1MttqOxwX8rs7vQ/view?usp=sharing](https://drive.google.com/file/d/1XdBBBKBmsHqvMyI7t1MttqOxwX8rs7vQ/view?usp=sharing)
* You want to pay with your sport card or voucher? check the bottom of the page. Click "read more" [https://www.meetup.com/Helsinki-Badminton-Meetup/](https://www.meetup.com/Helsinki-Badminton-Meetup/)
BTCHEL Fridays
THANK GOD IT'S FRIDAY!
Welcome to pay a visit to BTCHEL HUB every Friday from 10am to 6pm, as we launch a new meetup concept: BTCHEL Fridays!
BTCHEL Fridays is when the community hub has open doors for anyone to pay a visit, when the active Helsinki bitcoiner scene gathers together under one roof.
The BTCHEL Hub is a versatile physical space for workshops, meetups, parties, movie nights, game nights and of course, co-working office where all the members are building together!
Join us every friday at your convince! Coffee is on the house âïž You'll find us from google maps!
Learn more about us from BTCHEL.com
Sahaja Yoga meditaatiokurssi suomeksi
Tervetuloa mukaan Sahaja Jooga -meditaatiotilaisuuksiin suomeksi! Tilaisuudet ovat maksuttomia, ja voit tulla paikalle ilman ennakkoilmoittautumista. Istumme yleensÀ tuoleilla tai lattialla tyynyillÀ, joten mattoa ei tarvitse ottaa mukaan, ja voit pukeutua tavallisiin vaatteisiin.
Meditaatio tarkoittaa mielen hiljaisuutta tai ajatuksetonta tietoisuutta. Olet lÀsnÀ tÀssÀ hetkessÀ, mutta mielesi ei ole tÀynnÀ menneisyyden tai tulevaisuuden ajatuksia. TÀssÀ tilassa tunnet rauhaa ja iloa, jotka ovat nykyhetken olennaisia elementtejÀ. SÀÀnnöllisellÀ meditaatioharjoituksella tÀmÀn tilan voi saada vakiintumaan meissÀ.
RyhmÀÀ johtavat vapaaehtoiset, joilla on kokemusta ja jotka voivat ohjata sinut alkuun. Annamme lyhyen johdatuksen meditaatioon, minkÀ jÀlkeen teemme meditaatioharjoituksia. Annamme myös vinkkejÀ meditaation harjoittamiseen kotona.
Tervetuloa!
TÀmÀ video auttaa sinua löytÀmÀÀn Kamppi Sahaja Jooga -keskuksen:
https://vimeo.com/199566137
LisÀtietoa Sahaja Jooga -meditaatiosta:
www.discoversahajayoga.org (englanniksi)
www.jooga.org (suomeksi)
www.sahajayoga.ru (venÀjÀksi)
www.sahajayoga.es (espanjaksi)
Ohjattuja verkkomeditaatioita, jotka tukevat meditaatioharjoitustasi kotona:
www.wemeditate.com
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?
â° These songs are community-building based, and I intend to share them with you in this spirit
đŹ 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
đ€ No previous experience requiered, welcome if you are curious!
đž "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
Product Development Events This Week
Discover what is happening in the next few days
Pottery Wheel Workshop đȘŽ
IMPORTANT: Registration is not available through Meetup. The workshop size is limited and will be filled on a first-come, first-served basis, so you must purchase your ticket from our website in advance.
Welcome. Sign up and get your ticket from here.
[https://holvi.com/shop/UDUMBARA/section/pottery-wheel-workshops-keramiikka-kurssit/spring-2026-kevat/](https://holvi.com/shop/UDUMBARA/section/pottery-wheel-workshops-keramiikka-kurssit/spring-2026-kevat/)
Join us for a challenging, fun, and relaxing time creating with local wild clay and socializing with friends. Udumbara Pottery Studio in Kallio, Helsinki, welcomes pottery students of all experience levels to come and enjoy pottery wheel lessons within a small group setting.
Osaamme myös suomea, tervetuloa. Vi talar ocksÄ svenska, vÀlkommen.
Badminton at Tali
Hello sporty population!
Join us for badminton and meet people from around the world! Everyone is welcome, whether youâre a beginner or already experienced.
**IMPORTANT**: Spots are limited, so please reserve yours in advance. Only registered participants can join to ensure fair access for everyone. If you mark âgoingâ but do not attend, or fail to cancel at least 1 day before(By 9pm Saturday), you may be suspended from the next two sessions.
đ Location: Talihalli Huopalahti
â° Time: 12:00â13:30
đž Courts: 9, 10, and 11
You can meet us at the entrance a little before 11:00 or come directly to the courts (**please do not enter before our booking starts**).
Who can join?
âą Open to everyone, regardless of background or gender
âą No badminton skills needed â beginners are welcome
âą **Age limit: 16+**
Event is free, but please bring your rackets and indoor shoes, or you can borrow a racket from the hall for free if needed.
We are committed to making our events and activities accessible to those who need them most. Therefore, **individuals with a refugee background are welcome to attend free of charge without prior registration.** If you plan to join, simply send a message to Alaa to let us know youâre coming.
This approach is intentional. Many refugees and newcomers face practical, cultural, and psychological barriers that can make formal registration difficult or discouraging. By removing this requirement, we aim to create a more inclusive, low-threshold environment where participation feels safe, simple, and welcoming.
Our events are designed to support the mental health and well-being of refugees and immigrants, while also encouraging dialogue that challenges cross-cultural stigmas and stereotypes. We believe open access is an important step in building trust, increasing participation, and creating meaningful connections across communities.
After badminton, we'll enjoy Talihalli's sauna and maybe go to a local restaurant to grab some lunch after the game.
Warm welcome!
đ Questions / Contact:
Alaa â 040 5656096
Arun - 050 3206169
If you want to be part of the MIITTI community, follow us on our other platforms:
WhatsApp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community!
[Instagram](https://www.instagram.com/miitti1)
[Facebook](https://www.facebook.com/miitti1)
[Website](https://lapinlahdenlahde.fi/en/projekti/miitti)
Sketchy Collective: Helsinki Drawing Meetup (15:00 Helsinki time)
**HOW TO FIND US**
We meet **every Sunday** on the **top floor** of the **Oodi** Library, on the stairs opposite the childrenâs area.
It's a good idea to **keep your sketchbook visible** so others can easily recognize that you're there for the sketching meetup. And if youâre a regular participant, making it clear that you're part of the sketching group can be very helpful for newcomers!
\*\*\*
**HOW IT WORKS**
At each meetup, attendees take turns being the model for a quick **10-minute sketch session**. One person poses, everyone else sketches, then we rotate.
\*\*\*
**WHAT TO BRING**
Pencils and paper (or any sketching tools you like).
No fees, no pressure. The only thing we ask is that everyone takes a turn posing for the group. You can sit however you feel comfortable â the 10 minutes go by quickly! Draw as much as you like, skip a round if youâre tired or just want to chat, and leave whenever it suits you. The event continues as long as thereâs interest.
\*\*\*
**STAYING CONNECTED**
Due to issues with spam and advertising, the group has decided that **only people who have attended at least one meetup will be accepted into the WhatsApp group**. To be added, please ask other participants at the meetup â a few members have permission to approve new people, and at least one of them will likely be present.
\*\*\*
**SOCIAL MEDIA**
If youâd like to share your drawings from the meetup, you can send on WhatsApp group or use the Instagram collab function (instagram.com/sketchy.collective). We warmly encourage everyone to share their work and take part in building our international sketching gallery â together with artists from all the cities where Sketchy Collective meetups are organized.
Ren Xue Yuan Gong
Welcome to join our Ren Xue Yuan Gong practice throughout the summer at Lapinlahden LĂ€hde!
The practice is simple but yet practical and powerful.
It is easy to learn and will help you:
-gain energy, feel less tired and stressed
-more mental clarity, easier to concentrate
-boost your immune system
Time:
Sundays 15:30 - 17:00
WHERE:
TallipÀÀty, MIITTI office
Lapinlahden LĂ€hde
Lapinlahdenpolku 8
00180 Helsinki
About REN XUE
Ren Xue is a comprehensive system for uplifting human life. It includes a unique form of Qigong (Yuan Qigong); three foundational theories (Theory of Qi, Theory of Consciousness, Theory of Totality) and a large body of teachings.
It was created by world-renowned teacher and healer Yuan Tze who continues to offer online and in-person events worldwide.
Ren Xue combines ancient Chinese wisdom traditions with modern insights into health and well-being.
The goal of Ren Xue is to help individuals improve their physical, emotional, and mental health through a holistic approach that emphasizes the connection between the mind, body, and spirit.
REN XUE FINLAND
Ren Xue Finland (RXF) is the Finnish branch of the global movement, an organization dedicated to the promotion and teaching of Ren Xue and its associated practices, including Yuan Gong and Yuan Ming Medicine.
It provides easy entry into the Ren Xue system through local in-person sessions, online courses and workshops/retreats.
Other learning methods can be found here: Ren Xue TV, a YouTube channel and Learn Ren Xue website. More about Ren Xue: [https://www.renxueinternational.org](https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.renxueinternational.org%2F%3Ffbclid%3DIwZXh0bgNhZW0CMTAAAR06uJQRSC7BE3zhPePQ7X_KO7WXa60cr7NK25KdOqfbSIHpYqBLO3dYgVM_aem_alDR7a6KhbNhG3u9NhCUVA&h=AT18asmYaRkvHCJemaC7rr9GVu579uflDCg7T6mLNodWdtMVhuxwFhIyz0p5ONeJbm3WQ3ZGIwONIa0_pDvih4t9BCCJUBkjhK4BdIMEl4aQ_qPzR5ykW-aiOndhYDPeAW9_2_eWZaMsv889HKbp8_c&__tn__=q&c%5B0%5D=AT35KTjVjr2kCnYHrXXjXPxEGFK-RFbZnFVdDmWrTe5WwbSZZ5ulNxFEjPPhejS8Pf4xetwkU1hhM1P2K_ABugpnXL6w-CKE25ARXwtLSexv-4fPJ4s2_Kcqgj3g2XWjCVkPPgcjwrPoNWOvdKa2f1VqyVa-2kcTojodTS3wn9zrnRjZLcG7)/
Hur mÄr din svenska? World Village workshop at Luckan
Hej! Hur mÄr din svenska?
Join Luckan at World Village Festival (16-17.5) to brush up on your Swedish, or learn your first words. At this workshop we offer something for everyone: learn Swedish 101, make your own Swedish greeting card, get familiar with Svenskfinland and cultural institutions, or simply practice with Swedish-speakers. The event is open for those who are integrating in Swedish as well as those who have forgotten their kouluruotsi (but not their curiosity for the language)!
We will have activities at different stations for all levels and ages, so bring your children, relatives and friends to this multilingual, inclusive and friendly environment. No registration needed
Founders Running Club :: Helsinki
**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacerâpets, friends, family, are welcome.
đïž Launched in San Francisco, July 16, 2022
đ Now in 35+ cities
đ
Running + Networking events + Community
**Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats)
**Stay updated**:
Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/)
Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/)
LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/)
Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC)
Website [http://foundersrc.com/](http://foundersrc.com/)
Play Badminton [Social Games] @Smash Center
ăIMPORTANT SUMMARYă
* The purpose of social games is to know some people, do some exercise and enjoy the games together with others. Winning and getting points is not the focus of this session. Please play with consideration to your opponents' level.
* Please purchase your slot through this link [https://7538e9.myshopify.com/](https://7538e9.myshopify.com/)
ăSIGN-UP SYSTEMă
* Please sign up and pay through this link. [https://7538e9.myshopify.com/products/social-game](https://7538e9.myshopify.com/products/social-game)
* We don't use the signup system on Meetup.com anymore. (Neither the waiting list)
* It says this event is full on this meetup page, because I didn't open any slots here for you to sign up. You have to check this [sign-up page](https://7538e9.myshopify.com/products/social-game) to see if there is still a slot available there.
* The background of using an external sign-up and payment system is because Meetup.com introduced a service fee to increase 21% of the fee in May 2023, and we want to reduce this cost.
ăFEE and REFUND POLICYă
* Fee includes courts and plastic shuttles. Please sign up and pay before you come. NO refund if you do not cancel until 48 hours before the event.
* Racket: bring one or rent one at the counter.
* You can put a comment to sell your slot after the deadline of refund, or sell your slot in our whatsapp group.
* No matter the reason is sickness, accident or anything, the group or I will not afford the cost caused by your absence.
* Of course you CAN'T ask me, "Can I sign up for free for next week because I didn't come to use my slot this week?". Please remember, the court booked for you was there and it costs money. The court doesn't simply become "free of charge", just because you didn't come to use it.
ăCOMMUNICATIONă
* Communication: our whatsapp group [https://chat.whatsapp.com/JJQbJlisbcj5YDnlcSu347](https://chat.whatsapp.com/JJQbJlisbcj5YDnlcSu347)
* There are too many spams, so I only accept +358 number to join whatsapp group. Numbers from other countries will all be rejected.
ăOTHERSă
* Please always keep 1 meter away from those courts where people are playing. Never step into the corners of other courts! If I see you do this, I probably will yell at you!
* If you have some questions, you can put your questions in the comments on the event page. People will respond.
* We play double games to 21 points. After each game, please let those who are waiting to play. Feel free to play with whoever you want, but please avoid playing with the same people all the time.
* If you are new to badminton, please Google basic badminton rules in advance. Serve rules, double rules and point counting rules. You are always welcome to ask anyone in our group. Most of our members are more than happy to help you.
* Badminton activity is organized for non-profit purpose, but I take a small fee for my work.
* Want to restring your racket? I can do restring for you. âŹ24 including the string. Please get contact with Ken.
[https://drive.google.com/file/d/1XdBBBKBmsHqvMyI7t1MttqOxwX8rs7vQ/view?usp=sharing](https://drive.google.com/file/d/1XdBBBKBmsHqvMyI7t1MttqOxwX8rs7vQ/view?usp=sharing)
* [https://www.meetup.com/Helsinki-Badminton-Meetup/](https://www.meetup.com/Helsinki-Badminton-Meetup/)
* You want to pay with your sport card or voucher? check the bottom of the page. Click "read more"
* https://www.meetup.com/Helsinki-Badminton-Meetup/[https://www.meetup.com/Helsinki-Badminton-Meetup/](https://www.meetup.com/Helsinki-Badminton-Meetup/)
Product Development Events Near You
Connect with your local Product Development community
Building Momentum: From Ambiguity to Execution
**Building a great product is one thingâbuilding 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, theyâll share how teams move from ambiguity to executionânavigating organizational complexity, aligning stakeholders, and continuously evolving products after launch.
Youâll 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.
Game Dev Meetup (@Improving In-Person)
PLEASE NOTE!!!
This event will be In-Person for our very 1st Improving collab! If you know the [Columbus Unity group](https://www.meetup.com/columbus-unity-user-group/) location, we'll be at the same place. This is our 1st event and are doing a soft launch with limited attendance. 1st come 1st serve. If you want to be there and we fill up, please email me at [info@thecogg.com](mailto:info@thecogg.com) and I'll be in touch.
All street parking is free on Sundays but you can also pay to park in any of the local garages. See image of [parking map here](https://drive.google.com/file/d/1Mr9_LFIggbs-0_Zd3AJTGNqEhgMf2TzQ/view?usp=sharing).
\-\-\-
On the last Sunday of the month, we're having our usual end-of-the-month social gathering with our GameDev Meetup meeting. There will be announcements and presentations followed by some social networking Let's continue the conversations with good vibes and friends.
All are welcomed from all ages and backgrounds to this public event. If we can, we'll be streaming or uploading the video later via our COGG YouTube channel here:
[https://www.youtube.com/@TheCOGG/streams](https://www.youtube.com/@TheCOGG/streams)
(Also please do subscribe if you have not done so!)
No game development experience required!
If you are interested in doing a 20 minute game development related presentation, please fill out our form online here:
[https://goo.gl/forms/lVdTJZiNJewlPJuj1](https://goo.gl/forms/lVdTJZiNJewlPJuj1)
Or e-mail us at info@thecogg.com
with the following:
Your Name, Company/Affiliation, Name of Your Game/Topic, Description, Tech Needs, and Your Contact.
Be sure to check out our Discord for real time news updates:
[https://discord.gg/NrBhuNQ](https://discord.gg/NrBhuNQ)
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!
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
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
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering â a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open micâstyle events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space.
No slides required â just a welcoming space to exchange ideas and keep the local AI conversation moving.
If youâd like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what youâd like to share.
Whether youâre deep in the field or just getting curious, come connect with others building and exploring AI in Columbus.
Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/)
Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)









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