Domains
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Paint a mug
Let's paint mugs together! At Merirasti, Jaluspolku 3, 00980 Helsinki.
I will afterwards dip the mugs in clear glaze and fire them for you in my kiln.
This event includes some MindSpring which means we talk a bit about how it is to move to a new city or country and share advice. Bring your own snacks! There is a 10 € entry fee which covers materials.
Welcome!
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.*
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
Book Club in Easy Swedish
ENG (in Swedish below)
**WHEN:**
Group 1 (advanced): 12.1, 2.2, 2.3, 30.3, and 4.5
Group 2 (beginners): 19.1, 9.2, 9.3, 13.4, and 11.5
at 18:00 - 19:30
**WHERE:** Luckan, Georgsgatan 27, Helsingfors
**HOW: The event is free of charge. Register here:**
**[https://forms.gle/ai8BituyMyAkrLqq7](https://forms.gle/ai8BituyMyAkrLqq7?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEweVp1TEZkZFRvQlp5Rlh4T3NydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6sqzrrkBsE2DCnr_BRfH8GyxFagtgH_S_BlsbV-3uXQX059a7_x4-O3Ke3kg_aem_o5saCgVhaeN1ulJWs2jrFg)**
Are you eager to practice your Swedish? Do you have an interest in literature? Join our Book Club in Easy Swedish to practice your Swedish and explore literature. Engage in lively discussions, read easy Swedish literature, and boost your language skills.
Language Cafe Experience: Our book club is designed as a language cafe, where literature takes center stage. It's a relaxed and welcoming environment, perfect for individuals of all language levels. Whether you're a beginner or an advanced learner, you'll find inspiration, encouragement, and a place to enhance your language skills through engaging conversations.
This study year, two researchers from Helsinki University will be shadowing the groups. The research is focusing on how texts in easy Swedish help participants learn the language.
Flexible Attendance: No need to attend every session. Feel free to join us when you can, and each gathering will be a unique experience.
***
SWE
**NÄR:**
Måndagar 12.1, 2.2, 2.3, 30.3 & 4.5 (mera avancerad)
Måndagar 19.1, 9.2, 9.3, 13.4 & 11.5 (lätt)
kl. 18:00 - 19:30
**VAR:** Luckan, Georgsgatan 27, Helsingfors
**HUR: Gratis, men anmälan krävs. Registreringslänken [https://forms.gle/ai8BituyMyAkrLqq7](https://forms.gle/ai8BituyMyAkrLqq7?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEweVp1TEZkZFRvQlp5Rlh4T3NydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6H8tpFly0f644p5Mh4Cs6iTMHugdHz8HfiDodDueXq_r-7LHl-iLWwXzAgKg_aem_wlC7gMiEcPjWTTEgFDu1Hw)**
Vill du öva din svenska? Har du ett intresse för litteratur? Gå med i vår bokklubb på lättläst svenska för att öva dina kunskaper i svenska och utforska litteratur. Delta i livliga diskussioner, läs lättläst svensk litteratur och förbättra dina språkkunskaper. Träffa andra som också lär sig svenska för att dela tankar, ställa frågor och ha meningsfulla diskussioner.
Bokklubben är utformad som ett språkcafé, där litteraturen står i fokus. Det är en avslappnad och välkomnande miljö som passar individer på alla språknivåer. Oavsett om du är nybörjare eller mer avancerad användare, hittar du inspiration, uppmuntran och en plats där du kan förbättra dina språkkunskaper genom engagerande samtal.
Det här studieåret har vi två forskare från Helsingfors universitet som skuggar grupperna. Deras forskning fokuserar på hur lättlästa texter hjälper deltagarna att lära sig svenska.
Man behöver inte delta i varje träff. Kom gärna med när det passar dig.
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
今週のDomainsイベント
次の数日間に何が起こるかを発見しよう
What's new in WordPress 7.0?
The WordPress Helsinki meetup group aims to bring people together of all skill levels, from beginners to WordPress professionals. WordPress Helsinki is purely organised by community volunteers, and operates under the WordPress code of conduct.
This month, we welcome Vladimir Melnychenko to speak about WordPress 7.0 update.
WordPress 7.0 is just around the corner, with its official release scheduled for April 9, 2026 (and then moved). In this meetup, we’ll take a first look at what WordPress 7.0 brings to the ecosystem. Together, we’ll explore the most important new features, improvements to the block editor and site editing experience, performance enhancements, and updates that developers, designers, and content creators should know about. We’ll also discuss what these changes mean for existing sites, themes, and plugins.
Vladimir is a WordPress enthusiast. He was raised in Ukraine, and now lives in Finland. He got acquainted with WordPress in 2012 as a technical support representative and has been in love with it ever since. Vladimir works at Valve One as a WordPress developer, building various websites, and he believes that the best website is the one that is constantly improving.
See you there!
**Agenda**
17:15 – Doors open
17:30 – Opening words
17:40 – Presentation: What's new in WordPress 7.0?
19:00 – Drinks & networking
19:30 – After meetup drinks at a nearby bar
This session will be in English.
Venue, drinks & snacks will be sponsored by [Red&Blue](https://redandblue.fi/).
If you have any questions, leave a comment or contact us directly here on [Meetup](https://www.meetup.com/wphelsinki/discussions/). You can also find us on [LinkedIN](https://fi.linkedin.com/company/wordpress-finland) and [Facebook](https://www.facebook.com/WPHelsinki/). If you prefer a more direct approach, you can find most of the community members on the #meetups-helsinki channel on [WordPress Finland Slack](https://fi.wordpress.org/chat/).
\-\-\-
The WordPress Helsinki meetup group aims to bring together people of all skill levels, from beginners to WordPress professionals.
**Talks**
If you’d like to speak at an upcoming meetup or suggest some topics you’d like to hear about, leave a comment on our [meetup board](https://www.meetup.com/wphelsinki/discussions/) or contact us on the #meetups-helsinki channel on Slack.
**Slack**
The local Finnish Slack community is a great place to meet other WordPress enthusiasts online and get help and advice with WordPress-related issues. We’ve written a brief introduction on our meetup page if you’re interested in joining: [https://fi.wordpress.org/chat/](https://fi.wordpress.org/chat/)
**Sponsorship**
Our meetups are run by volunteers and could always use some support from the professional community. If your company is interested in sponsoring an upcoming meetup or hearing more about it, leave a message on the #meetups-helsinki channel on Slack or contact us directly through our meetup page.
**Meetups in other cities in Finland**
[Jyväskylä](http://meetup.com/Jyvaskyla-WordPress-Meetup/)
[Seinäjoki](https://www.meetup.com/Seinajoki-WordPress-Meetup/)
[Tampere](http://meetup.com/Tampere-WordPress-Meetup/)
[Turku](http://meetup.com/Turku-WordPress-Meetup/)
W4CFI goes HelSec Vol.4
**W4CFI goes Helsec Vol. 4 on Thursday, 7th May 2026! ✨**
This event is a pre-event for[ Helsec May Meetup](https://helsec.fi/events/2026-05-07_helsec_may_2026_meetup/)[ ](https://turkusec.fi/)on May 7th at 18:00 (Helsec doors open at 17:30). If you're planning to attend HelSec's meetup but don't want to go alone, join us at Oluthuone Konepaja.
**➡️ The attendees joining this pre-event will have a spot reserved for the Helsec Meetup. Do not double book ticket from Helsec, but if you already have a ticket from HelSec and there is no spots here, you are welcome to join the pre-event 💜**
**Please note the spots are available for women only. You will have to show up to this pre-event to have access to the Helsec event.**
**To enroll the event click "Attend" in Meetup.**
Remember to check that notifications from Meetup are on, since some info might come from Meetup's e-mail address.
If you are not familiar with Helsec, you can check them out here: [Helsec](https://helsec.fi/).
Looking forward to seeing you💜
**➡️ We have no-show policy:**
If in any unforeseen circumstances, you are unable to participate and do not cancel, please be reminded that you will not be allowed to participate in any upcoming events for the next 6 months.
If you are in the waiting list, we recommend checking your status in the meetup occasionally. Sometimes we have issues with email notifications.
If you need to cancel your Participation, please update your RSVP status in Meetup to “Not going”.
**➡️ Photos and social media**
Please note that pictures from the event will be shred in our social media channels. You can opt out from being photographed at the event.
**➡️ How to enroll?**
The venue requires prior registration. To enroll in the event click “Attend” in Meetup.
If you have any questions, please feel free to contact us at [women4cyberfinland.com.](http://women4cyberfinland.com./)
HelSec presents: May 2026 Meetup
Welcome to HelSec May meetup!
This event is powered by **S-Pankki**.
We are excited to invite you to join us for a community evening filled with great talks, engaging discussions, and good company on **Thursday, May 7th**. We are thrilled to have two talks with three fantastic speakers lined up for the event: **Tiia Hallivuori** together with **Emilia Hjelm,** and **Santtu Sievänen**!
Registration is done through HelSec ticketing system [here](https://events.helsec.fi/helsec/q7smh-3/).
HelSec members have received member-registration link by e-mail.
Registration opens on Friday 24.4. at 14:00.
If you get a ticket but your plans change, please remember to cancel it so that someone on the waitlist can grab your spot.
**Schedule (approximate)**
17:30 - Doors open
18:00 - Word by HelSec
18:10 - Tiia Hallivuori & Emilia Hjelm - AI Governance – because hype is not a control
19:00 - Q&A, networking
19:45 - Santtu Sievänen - Digital locksmithing, a story about keycards and trust
20:30 - Q&A, networking
22:00 - Event ends
**Speaker bio**
**Tiia Hallivuori** is a Senior Security Management Consultant at Reversec, with a legal background and hands‑on experience in data protection and privacy across both public and private organisations, including a data protection authority. Her work spans AI, privacy, and security governance, focusing on making regulation work in practice and supporting compliance. Outside of work, Tiia enjoys music, books and audiobooks, and questioning her life choices at CrossFit.
**Emilia Hjelm** is a Security Management Consultant at Reversec, a computer scientist and an experienced privacy and IT professional with multidisciplinary experience spanning software development, science education, and risk management. Emilia is motivated by the critical role security and privacy play in safeguarding fundamental human rights and is committed to helping organisations navigate regulatory and compliance requirements in practice. Outside of work, Emilia enjoys relaxing through role‑playing games, shooting black powder cannons, and organising community events such as Ropecon.
**Santtu Sievänen** Santtu Sievänen is working as a Security Specialist at DNV Cyber with a passion for offensive security. He also has a strong interest in NFC/RFID technology, which is also reflected in his four RFID microchip implants. Beyond his technical work, he enjoys music, nature and video games.
PostgreSQL meetup @upcloud
Love databases and PostgreSQL? We too! Come and learn from other users and hackers, and share your database stories over pizza.
16:30 Doors open
17:15 Introduction: Pekka & Heikki & Faheem
17:30 Ervin Weber: Beyond the Bottleneck: Building a Safety Net for Database Evolution
18:00 UpCloud PostgreSQL presentation
18:15 Some fun Slido game about UpCloud
18:30 Snack break + socializing (Bagels and soft drinks)
19:00 Stanislav Bashkyrtsev: The treacherous Prepared Statements.
19:30 Closing
19:45 End of programme
Run to Sauna
**All are welcome**, wherever you are in your running/walking journey!
We meet at Lapinlahti’s sauna, and the run begins promptly at 6:00 PM. **Please arrive early to get ready.**
* There is a changing room, a few lockers, and a bathroom available.
* We will run from the sauna to the Sibelius Monument and back — a total distance of 6–6.5 km.
* The sauna house will be locked while we are out running.
* After the run, we will swim, hang out, and enjoy the sauna until **8:00 PM**.
* We kindly ask everyone to leave by 8:00 PM.
* **To ensure fair participation, if you are no longer able to join, please cancel at least 3 hours in advance so individuals on the waitlist may attend.**
* *Zero Tolerance for Harassment*
**Hosted by: Nia & Olli**
Contact: Nia – +358 408223934
**HOW TO FIND US:**
When arriving at the main gates of Lapinlahden Lähde, turn right and head towards the water. Lapinlahti's sauna is located halfway between the yellow main building and the red Venetsia building
We want everyone to feel welcome and safe. **By participating, you agree to:**
• Respect others – Be mindful of personal boundaries, privacy, and consent.
• Listen actively – Give space for all voices and avoid dominating conversations.
• Use inclusive language – Avoid offensive, discriminatory, or exclusionary remarks.
• Be considerate in the sauna – Some people may prefer quiet or need space.
• Address issues kindly – If a problem arises, bring it up respectfully or with the hosts.
Tervetuloa Run to Saunaan!
Tapaamme Lapinlahden saunalla ja lähdemme juoksemaan noin kello 18.00. Tulethan ajoissa!
• Käytössä on pukuhuone, lokeroita ja vessat.
• Juoksemme saunalta Sibelius-monumentille ja takaisin. Kokonaismatka on noin 6-6,5 km.
• Sauna on lukossa juoksun ajan. Juoksun jälkeen saunomme, uimme ja vietämme aikaa yhdessä kello 20.00 saakka. Kello 20.00 jälkeen meidän täytyy poistua.
Tapahtuman järjestävät: Nia ja Olli
Voit soittaa Nialle: +358 408223934
MITEN MEIDÄT LÖYTÄÄ:
Kun saavut Lapinlahden Lähteen pääporteille, käänny oikealle kohti merta. Lapinlahden sauna on keltaisen päärakennuksen ja punaisen Venetsia-rakennuksen puolivälissä.
Haluamme, että kaikilla on turvallinen olo. Run to Sauna -tapahtumissa noudatamme seuraavia periaatteita:
• Kunnioitamme toistemme rajoja ja yksityisyyttä.
• Annamme kaikille tilaa osallistua keskusteluun.
• Puhumme kaikista ihmisistä ja ihmisryhmistä kunnioittavasti.
• Olemme ystävällisiä toisillemme.
• Ongelmatapauksissa voit kääntyä ohjaajien puoleen.
**MIITTI’s Principles for safer space:**
MIITTI wants to nourish a safe and pleasant environment for everyone, where everyone can feel safe as themselves. By joining as a volunteer, employee or participant of the event or activity, you agree to follow the guidelines below
*Non-discrimination*
I do not make assumptions about people based on their external characteristics or names. I treat all participants with respect, and I don’t use language or take actions that discriminate based on race, gender, sexuality, disability, age, religion, or any other characteristic. I respect pronouns and names.
*Boundaries*
I respect others' personal space and boundaries, both physical and mental. I acknowledge that I cannot know someone else's boundaries without asking first. I ask before touching. I listen to others and adapt my behavior if someone indicates that my behavior makes them feel uncomfortable.
*Creating Safe Environment*
Everyone is responsible for contributing to a safe and respectful environment. If I witness harassment, I do my part to support those who experience inappropriate or offensive treatment.
*Zero Tolerance for Harassment*
Our space upholds a strict zero-tolerance policy towards any form of harassment. Harassment, whether verbal, physical, or online, will not be tolerated.
If you experience or witness inappropriate behavior or harassment at our events, please report it to the MIITTI or Lapinlahden Lähde staff.
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!
Badminton at Tali
Hello sporty population!
Join us for badminton and meet people from around the world! Everyone is welcome, whether you’re 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 “going” 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.
📍 Location: Talihalli Huopalahti
⏰ Time: 11:00–12:30
🏸 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?
• Open to everyone, regardless of background or gender
• No badminton skills needed – beginners are welcome
• **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 you’re 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!
📞 Questions / Contact:
Alaa – 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)
あなたの近くのDomainsイベント
地元のDomainsコミュニティとつながろう
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
Starting and Maintaining Relationships
This is a free in-person meeting.
Let's talk about relationships in such a way that you can really benefit from the knowledge.
We can talk about
* Soulmates
* How to start a relationship
* How to maintain a relationship
* How to pick the right partner
* How to recognize the red flags
* How to improve communication
* How to avoid argument and fights
* How to increase trust
You ask the questions, we'll talk about them.
Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there.
This group is sponsored the Dianetics & Scientology Self-Improvement Center.
Psychic Development Series II - Pueo Group
Private Group. Closed to the Public
Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy.
In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected.
The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve.
I look forward to sharing and discovering with you. - Cynthia
"Under the Oak Tree" by Suji Kim
Join us for lunch/tea at Asterisk Supper Club to discuss our May book "Under the Oak Tree" by Suji Kim
Lady Maximilian is the daughter of the powerful Duke Croyso, but she is rarely allowed outside her family’s sprawling castle for fear that her stutter will tarnish their noble name. When she is forced to marry Sir Riftan, a lowborn knight caught in one of her father’s schemes, Maxi doesn’t dare hope for happiness, let alone love. Her stumbling communication and his gruff manner sour their relationship before it can begin, and Riftan leaves without a word the morning after their vows are exchanged.
Now, three years after their disastrous wedding night, Riftan has returned as a war hero. To Maxi’s surprise, despite rumors that he was offered marriage to Princess Agnes, a beautiful and renowned sorceress, Riftan still wants Maxi for his wife. And when he comes to claim her, his longing becomes a desire that bewilders Maxi, even as she is overcome by the scorching heat that Riftan’s presence ignites within her. As she learns to navigate the intricacies of her new life, Maxi will find herself and her courage, and discover that she is anything but powerless.
Columbus PHP: Monthly Meetup
Our monthly PHP meetup.
A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm
Soul Mates - Starting a Relationship - Maintaining a Relationship
Let's talk about relationships in such a way that you can really benefit from the knowledge.
We can talk about
* Soulmates
* How to start a relationship
* How to maintain a relationship
* How to pick the right partner
* How to recognize the red flags
* How to improve communication
* How to avoid argument and fights
* How to increase trust
You ask the questions, we'll talk about them.
Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there.
This group is sponsored the Dianetics & Scientology Self-Improvement Center.
Gold Star Business Networking
Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!


















