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Frequently Asked Questions
Yes! Check out web technology events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the web technology events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find web technology events near your location here. Connect with your local community and discover events within your area.
Web Technology Events Today
Join in-person Web Technology events happening right now
Service Operations Workspace - Smart Customizations
**Join us for a Copenhagen ServiceNow Developer Meetup focused on smart customizations in the Service Operations Workspace (SOW)!**
This session tackles one of the most common pitfalls in ServiceNow projects: customizing Workspaces without a clear strategy. We'll look at where ServiceNow is taking the Workspace model, whether your organization is actually ready for it, and how to define a customization approach that serves your users - not just your backlog.
A big part of getting this right is understanding your audience. Who is actually using the workspace? What do they need to see - and just as importantly, what should they never have to deal with?
We'll work through how to segment by user group, define what's relevant for each, and build a strategy that holds up over time.
**Program:**
* Welcome & intro
* ServiceNow's Workspace vision -where it's heading and why it matters
* Is your org ready? An honest readiness check
* Defining your SOW strategy: audience, scope, and what to skip
* Q&A and networking
**Remember to bring your laptop!**
**Grow your network** — This is a great opportunity to engage with fellow ServiceNow developers, swap war stories, and pick up practical ideas you can use the next day.
**Win swag** — We'll draw winners of cool ServiceNow Developer Swag!
A Colossal Weekend - Friday
Very last minute I know 😔.
You know the drill. Let's meet up, catch up, enjoy some (hopefully) awesome concerts and maybe drink a beer. Nothing fancy as people may attend different shows, but now we have somewhere to chat 🤘
\-\-\-
A COLOSSAL WEEKEND is a yearly, three-day celebration of genre crossing, boundary pushing, and experimental music within the realm of ‘heavy’, unfolding in and around VEGA in Copenhagen, Denmark.
[Tickets Here](https://www.acolossalweekend.dk/tickets)
**\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-**
**Meetup Attendance policy**
We understand that life happens and things change, but please try and let us know if you’ve signed up to an event but won’t make it. Otherwise, we might spend the entire night worrying about you.
Serial offenders will be marked as non-attendees, just so that our hard-working hosts know not to spend too much time waiting for/contacting them.
Group rules
(TL;DR – Don’t provoke unnecessarily, but also don’t be a massive snowflake.)
This should be self-explanatory to anyone accustomed to conducting themselves in society, but let’s set it out in writing anyway.
Just be excellent to each other. Respect the diverse range of nationalities, personalities, and music tastes represented in the group.
Unacceptable behaviour includes, but is not limited to:
Racism, Sexism, Ageism, Classism, Ableism, Genreism, Homophobia, Xenophobia, Making people feel in any way uncomfortable, Trolling, Shameless advertising, Causing avoidable arguments, Not taking a joke.
NB. Swearing is allowed. Otherwise, we would have to kick ourselves out of the group, but swearing with the intent of causing offence is not ok.
Speed Portrait & Cocktails
Stop by and meet people in a positive and save space, very Friday at 8:30 pm just after our abstract workshop we start our **Speed Portrait and Cocktails event.** Before continuing your journey into the vibrant Copenhagen we invite you for a creative stop, to develop some quality interaction and create a truly hygge atmosphere in an artistic space.
Set in a contemporary art gallery turned into a creative studio for the night, our **Speed portrait & cocktails** event blends with the city night life adding to Copenhagen artistic vibe and cozy atmosphere. An event that mixes caribbean hospitality, minimal aesthetic and Copenhagen coziness. As well we offer locals and temporary locals an artistic retreat from the intensity of the city.
Note: Some materials are free but not the drinks.
Fri, May 8, Copenhagen English Comedy Night - Afterwork Special!
**Join MEETUP on Friday, May 8 for Copenhagen Afterwork English Comedy Special at Knock Knock Comedy Club!**
**SHOWTIME: 18,00 (the show ends around 19.30)**
***So come straight from the office, skip seeing the family & start the weekend early to enjoy some drinks & a lovely line-up of comedians entertaining you in English!***
**Headliner:**
**Sarah Roberts (UK)**
**Support:**
**Brian O'Grady (Ireland)**
**David Duff (Ireland)**
**Erik Iancovici (Austria/Sweden)**
**House MC host Adrian Mackinder (UK) guides you through the show!**
**Check out a clip of headliner Sarah Roberts (UK) here!**
[https://www.youtube.com/watch?v=7vvb_kz-fXE](https://www.youtube.com/watch?v=7vvb_kz-fXE)
**MEETUP MEMBERS INFO: THERE WILL BE A MEETUP MINGLE SIGN BEFORE THE SHOW TO MINGLE AROUND AND FIND EACH OTHER IN THE LOUNGE BAR BEFORE ENTERING THE COMEDY ROOM. ALSO NOTE: CLICKING AS ATTENDING HERE ON MEETUP DOES NOT EQUAL BEING ABLE TO SEE THE SHOW, YOU NEED A TICKET TOO. :) SEE TICKET LINK BELOW.**
**Where**: Knock Knock Comedy Club, Vimmelskaftet 41, (Down the alley with 41 marked above it, on the STRØGET walking street between the Triumph clothing store and the Waffle place)
THE SHOW IS FULLY IN ENGLISH
Tickets: (price includes the billetto fee)
Regular entry: 159 dkk
JUST 70 SEATS IN TOTAL!
BUY TICKETS VIA:
**[https://billetto.dk/en/e/copenhagen-afterwork-english-comedy-specials-upcoming-shows-billetter-1511343](https://billetto.dk/en/e/copenhagen-afterwork-english-comedy-specials-upcoming-shows-billetter-1511343)**
*IF THE SHOW SELLS OUT, THERE IS A CHANCE OF A FEW PEOPLE NOT TURNING UP, SO COME AROUND 10 MINUTES BEFORE SHOWTIME TO GRAB ANY DROP-IN TICKETS THAT MIGHT BECOME AVAILABLE - DOOR PRICE: 190 dkk*
*Bar open from one hour before showtime - Come enjoy refreshing large beers and a selection of handcrafted mixed drinks from the nice-price comedy bar menu!*
**Headliner bio**
**Sarah Roberts (UK)** - A smarmy, self-absorbed woman in her early 30s, she's self-centered yet self-aware, and her stand-up persona is a kitsch mean girl with a heart of gold. Her comedy is easy to enjoy, and her consistent pop-culture references make audiences feel part of a clique. Shedding the cocoon of beauty standards is not the main message of her show: it really is just about how talented and hot she is as a ‘Phenomenal new talent, destined for stardom’ Catherine Bohart ‘Grotesque. Sarah is Leicester Square New Comedian of the Year runner-up, Komedia New Act of the Year finalist & a British Comedian of the Year finalist!
*As seen in the BBC Comedy Awards.*
*‘An ode to womanhood’ ★★★★★ EdFringe Review*
*‘Riotously funny’ ★★★★ The Student*
*‘Remarkable’ ★★★★ The Comic’s Comic*
*‘Seamless’ ★★★★ The Spy In The Stalls?*
*‘Six of the funniest comedians at the Fringe’ The Guardian*
**OTHER UPCOMING SHOW**
**Tickets also available via the same link:**
**[https://billetto.dk/en/e/copenhagen-afterwork-english-comedy-specials-upcoming-shows-billetter-1511343](https://billetto.dk/en/e/copenhagen-afterwork-english-comedy-specials-upcoming-shows-billetter-1511343)**
**Fri, June 5 - Season Finale Double-Headliner Special!**
**Nigel Williams (UK), & Henrik Elmér (Sweden). Support: Joe Eagan (Canada), MC host Adrian Mackinder (UK)**
*Each show has a fun mix of a pro headliner comedian flown in with support acts made up of stars of tomorrow, semi-pros, rookies & stars of yesterday :) + an MC host guiding you through the evening from Canada or the UK! 3-4 comics in total each date! Different line-ups each date!*
***:::::::::::::***
**BOOK COMEDIANS OR QUIZMASTERS FOR XMAS EVENTS/PARTIES!**
-->You can book 1-3 comedians to perform Stand-up for 25 - 60 minutes. Or a quizmaster for a Quiz & Games lasting 1 - 2.5 hours as you compete in teams against colleagues to win prizes.
Welcome to Joe Eagan Comedy Productions - providing entertainment solutions for corporate events/parties, conferences, kick-offs, weddings & more!
see: [www.joestandup.com](www.joestandup.com/denmark)
***The club's history and motto:***
*Established in March of 2010 when we started doing shows at The Dubliner on Amagertorv, Copenhagen English Comedy Nights now calls the lovely Knock Knock Comedy Club its home. The shows are all about enjoying great stand-up comedy in English in a lovely setting great for meeting expats and internationally-minded social Danish natives! Who knows what'll happen! Each show has a fun mix of a pro headline comedian with support acts made up of stars of tomorrow, semi-pros, rookies & stars of yesterday :) + an MC host guiding you through the evening from Canada, USA, Ireland or the UK!*
Fri, May 8, Copenhagen English Comedy Night - Afterwork Special
**Join MEETUP on Friday, May 8 for Copenhagen Afterwork English Comedy Special at Knock Knock Comedy Club!**
**SHOWTIME: 18,00 (the show ends around 19.30)**
***So come straight from the office, skip seeing the family & start the weekend early to enjoy some drinks & a lovely line-up of comedians entertaining you in English!***
**Headliner:**
**Sarah Roberts (UK)**
**Support:**
**Brian O'Grady (Ireland)**
**David Duff (Ireland)**
**Erik Iancovici (Austria/Sweden)**
**House MC host Adrian Mackinder (UK) guides you through the show!**
**Check out a clip of headliner Sarah Roberts (UK) here!**
[https://www.youtube.com/watch?v=7vvb_kz-fXE](https://www.youtube.com/watch?v=7vvb_kz-fXE)
**MEETUP MEMBERS INFO: THERE WILL BE A MEETUP MINGLE SIGN BEFORE THE SHOW TO MINGLE AROUND AND FIND EACH OTHER IN THE LOUNGE BAR BEFORE ENTERING THE COMEDY ROOM. ALSO NOTE: CLICKING AS ATTENDING HERE ON MEETUP DOES NOT EQUAL BEING ABLE TO SEE THE SHOW, YOU NEED A TICKET TOO. :) SEE TICKET LINK BELOW.**
**Where**: Knock Knock Comedy Club, Vimmelskaftet 41, (Down the alley with 41 marked above it, on the STRØGET walking street between the Triumph clothing store and the Waffle place)
THE SHOW IS FULLY IN ENGLISH
Tickets: (price includes the billetto fee)
Regular entry: 159 dkk
JUST 70 SEATS IN TOTAL!
BUY TICKETS VIA:
**[https://billetto.dk/en/e/copenhagen-afterwork-english-comedy-specials-upcoming-shows-billetter-1511343](https://billetto.dk/en/e/copenhagen-afterwork-english-comedy-specials-upcoming-shows-billetter-1511343)**
*IF THE SHOW SELLS OUT, THERE IS A CHANCE OF A FEW PEOPLE NOT TURNING UP, SO COME AROUND 10 MINUTES BEFORE SHOWTIME TO GRAB ANY DROP-IN TICKETS THAT MIGHT BECOME AVAILABLE - DOOR PRICE: 190 dkk*
*Bar open from one hour before showtime - Come enjoy refreshing large beers and a selection of handcrafted mixed drinks from the nice-price comedy bar menu!*
**Headliner bio**
**Sarah Roberts (UK)** - A smarmy, self-absorbed woman in her early 30s, she's self-centered yet self-aware, and her stand-up persona is a kitsch mean girl with a heart of gold. Her comedy is easy to enjoy, and her consistent pop-culture references make audiences feel part of a clique. Shedding the cocoon of beauty standards is not the main message of her show: it really is just about how talented and hot she is as a ‘Phenomenal new talent, destined for stardom’ Catherine Bohart ‘Grotesque. Sarah is Leicester Square New Comedian of the Year runner-up, Komedia New Act of the Year finalist & a British Comedian of the Year finalist!
*As seen in the BBC Comedy Awards.*
*‘An ode to womanhood’ ★★★★★ EdFringe Review*
*‘Riotously funny’ ★★★★ The Student*
*‘Remarkable’ ★★★★ The Comic’s Comic*
*‘Seamless’ ★★★★ The Spy In The Stalls?*
*‘Six of the funniest comedians at the Fringe’ The Guardian*
**OTHER UPCOMING SHOW**
**Tickets also available via the same link:**
**[https://billetto.dk/en/e/copenhagen-afterwork-english-comedy-specials-upcoming-shows-billetter-1511343](https://billetto.dk/en/e/copenhagen-afterwork-english-comedy-specials-upcoming-shows-billetter-1511343)**
**Fri, June 5 - Season Finale Double-Headliner Special!**
**Nigel Williams (UK), & Henrik Elmér (Sweden). Support: Joe Eagan (Canada), MC host Adrian Mackinder (UK)**
*Each show has a fun mix of a pro headliner comedian flown in with support acts made up of stars of tomorrow, semi-pros, rookies & stars of yesterday :) + an MC host guiding you through the evening from Canada or the UK! 3-4 comics in total each date! Different line-ups each date!*
***:::::::::::::***
**BOOK COMEDIANS OR QUIZMASTERS FOR XMAS EVENTS/PARTIES!**
-->You can book 1-3 comedians to perform Stand-up for 25 - 60 minutes. Or a quizmaster for a Quiz & Games lasting 1 - 2.5 hours as you compete in teams against colleagues to win prizes.
Welcome to Joe Eagan Comedy Productions - providing entertainment solutions for corporate events/parties, conferences, kick-offs, weddings & more!
see: [www.joestandup.com](www.joestandup.com/denmark)
***The club's history and motto:***
*Established in March of 2010 when we started doing shows at The Dubliner on Amagertorv, Copenhagen English Comedy Nights now calls the lovely Knock Knock Comedy Club its home. The shows are all about enjoying great stand-up comedy in English in a lovely setting great for meeting expats and internationally-minded social Danish natives! Who knows what'll happen! Each show has a fun mix of a pro headline comedian with support acts made up of stars of tomorrow, semi-pros, rookies & stars of yesterday :) + an MC host guiding you through the evening from Canada, USA, Ireland or the UK!*
Copenhagen Co-Work & Coffee
**Join us at Copenhagen Co-working & Coffee!**
If you are a Remote worker or Entrepreneur of any kind, let's connect and co-work together! It's sometimes easier to focus & more enjoyable to work when others around you are working too!
Anyone and everyone is welcome to join, bring a friend, and let's get some work done!
Get 10% off at Espresso house if your part of the meetup 😁
Abstract painting and cocktails
Join Bien Contemporary for a unique evening of creativity where painting meets cocktails! Unleash your artistic side in a relaxed and social atmosphere, perfect for both beginners and experienced artists.
Sip on delightful cocktails while our talented instructors guide you through a step-by-step painting session. Immerse yourself in the world of art as you create your very own masterpiece while mingling with fellow art enthusiasts.
This event combines the perfect blend of artistic expression and socializing, making it an unforgettable experience. Don't miss out on this opportunity to unwind, unleash your creativity, and indulge in some delicious cocktails at Bien Contemporary's Painting & Cocktails Night!
Get tickets online here - https://biencontemporary.dk/event/
Web Technology Events This Week
Discover what is happening in the next few days
Founders Running Club :: Copenhagen
**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 pacer—pets, friends, family, are welcome.
🗓️ Launched in San Francisco, July 16, 2022
🌍 Now in 35+ cities
📅 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/)
🌍 JUST GUTSY — Solo Travelers Meetup (Mexico City 4PM local time)
No agenda. No awkward intros. Just good people.
Just Gutsy is a weekly meetup for solo travelers, nomads and locals who love meeting them, a simple way to find your people in a new city.
Who comes:
Solo travelers in transit · digital nomads · curious locals who love meeting travelers
What to expect:
casual and self-led · small group energy · show up, talk to someone, see where it goes
Not sure how to talk to strangers? I put together a set of questions that actually make it easy — find them here: [justgutsy.com/icebreakers](http://justgutsy.com/icebreakers)
The only things you need to do:
→ Comment below so others know you're coming
→ If plans change, update your RSVP
→ When you arrive: comment "Here, [what you're wearing]" so people find you
When & where:
• Every Sunday · 4PM local time
Meetup.com sometimes shows a different timezone — ignore it, it's always 4PM where you are
• Location: in front of the Søren Kierkegaard statue
Join Just Gutsy → [justgutsy.com](http://justgutsy.com/) · Early members get lifetime premium access to the app
Booked pitch - paid: 10 kr - 8 vs 8 - HOLMEN IDRÆTSANLÆG - Outside AG
Booked pitch at Holmen. Pitch is booked until 14.30
💰 **Cost:** 10 kr
Mobilepay: 9539SH
Revolut: [revolut.me/frederwnn](https://revolut.me/frederwnn)
Or bring Cash
* Event begins at 12:45
* You must sign out no later than 9:00
* Spots are non-transferable (you cannot reserve a spot and send someone else in your place)
* Members who follow the rules and attend regularly will be given priority
**Be at the pitch at 12.45 sharp!**
Minimum 14 players by midnight and we play! Otherwise the game is cancelled.
We aim for 8v8.
The game is naturally for everyone no matter gender, level or anything. We emphasise on having fun! That also means no risky tackles or foul language.
Bring a white and a black t-shirt and a ball if you have one.
**Last minute sign-off's** (Later than 9AM on the same day) or no-shows will be banned from the next game and be put in the no-show list. 3 Strikes and you're out for a full year - no exceptions. See the list here:
[No-shows @ Football.xlsx](https://kpdk-my.sharepoint.com/:x:/g/personal/hems_kp_dk/ETJW3_gniv1BmbKjidmn31wB9SFCobvhySRDW5fXSdc9Lg?e=lCafbH)
Copenhagen Global Hangout
Hej! Copenhagen’s not just cozy — it’s cosmopolitan too.
[[[Click this whatsapp groupchat link to join us](https://chat.whatsapp.com/ITxd1esbSuyJuVVZ1wkEXS)]]
Our Saturday 7:30 PM meetups gather 20–30-somethings who love international connections.
Expect warm vibes, open minds, and a seat at the table for everyone.
Come join the city’s most hyggeligt hangout.
join us!!
Make Your Own Ceramic Candle Holder 10.05
Join a cozy ceramics workshop where you create your own candle holders - perfect for bringing warmth and atmosphere into your home.
During the workshop, you will make a set of candle holders, either by using one of our templates or by freestyling and shaping them entirely according to your own ideas. You will be guided step by step through the process, so you can feel confident working with clay and creating a personal expression - whether simple and minimalist, playful and organic, or with fine details ✨
Your finished candle holders will be ready for pickup 3-4 weeks after the workshop.
The workshop is suitable for both beginners and experienced participants - and for anyone who wants to immerse themselves, work with their hands, and take home a unique, handmade set 🕯
**Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)
Café Philo Copenhagen
We meet on Saturdays late mornings to have a casual, meaningful conversation on topics of interest to everyone chosen on the spot by majority voting. So please feel free to propose your own topic!
Everyone is welcome to talk, but if you prefer to just join and listen, that is perfect too.
As the contacted cafés usually only give reservations to eating guests, it is very welcome if you order something to eat during our stay. This is however not mandatory.
This event is in English.
The exact place can still change.
Zorba the Greek by Nikos Kazantzakis
Thanks to everyone who joined for the latest event on Zora Neale Hurston’s *Their Eyes Were Watching God*. Unfortunately, I wasn’t able to attend myself as I was ill, but I’m very glad to hear that the discussion went well. A special thanks to Clark for sending me the information about which book was chosen as the next one.
The next book to read is the Greek classic *[Zorba the Greek](https://en.wikipedia.org/wiki/Zorba_the_Greek)* (1946) by [Nikos Kazantzakis](https://en.wikipedia.org/wiki/Nikos_Kazantzakis). My apologies for putting the next event up later than usual.
Set on the island of Crete, the novel follows an intellectual narrator who meets the larger-than-life Alexis Zorba — a man driven by instinct, passion, and a deep love of life. What unfolds is both a philosophical and deeply human story about freedom, friendship, and what it means to truly live.
A short description of the book reads:
*A classic of modern Greek literature, Zorba the Greek contrasts the life of the mind with the life of action, as the narrator is drawn into Zorba’s vibrant, impulsive worldview. The novel explores existential questions about joy, suffering, and the human condition — all through the unforgettable character of Zorba.*
You can read more about the book on Wikipedia [here](https://en.wikipedia.org/wiki/Zorba_the_Greek), find it on Goodreads [here](https://www.goodreads.com/book/show/53639.Zorba_the_Greek) and listen to it as an audiobook [here](https://www.youtube.com/watch?v=vO5Ij2fbkpc).
There is also a famous film adaptation from 1964, *[Zorba the Greek](https://www.justwatch.com/uk/movie/zorba-the-greek)*, starring Anthony Quinn. The film was very well received and won three Academy Awards (including Best Supporting Actress and Best Cinematography), and was also nominated for Best Picture. It's not, however, that easy to come by, unfortunately.
For other resources on how to get a hold of classic books, please see the *[About](https://www.meetup.com/copenhagen-classic-book-book-club/)* section on the front page of the group.
We meet up on **Saturday, May 9th, at 4 p.m.**
The location will be [The Garden of The Royal Library](https://en.wikipedia.org/wiki/Royal_Library_Garden,_Copenhagen). During the spring and summer months, we always meet outside here. If the weather turns rainy, we will simply move indoors. But fear not, we will be back at The Fireplace Lounge in autumn.
Please remember to bring your suggestion for the next classic book to read.
And, as always, please be mindful and respectful of each other, so that everyone feels welcome and appreciated.
In the meantime, happy reading/listening/watching — or however you prefer to do it.
Web Technology Events Near You
Connect with your local Web Technology community
June 2026 AWS Columbus - Topic to be announced
Topic to be announced.
**THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/
**DIRECTIONS**
Franklin University
Fisher Hall
300 E. Main St, Columbus, OH 43215
Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8
Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map.
NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct.
**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
Christians in Tech - Meetup #35 @ Improving
Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you.
Our Website
[https://linktr.ee/citcbus](https://linktr.ee/citcbus)
Sponsors and Partners
* Improving (Venue Sponsor)
* Bethel World Prayer Center (Fiscal Sponsor)
* Fruits & Roots (Coffee Partner)
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
Columbus PHP: Monthly Meetup
Our monthly PHP meetup.
A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm
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!






























