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

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

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Librarians Events This Week

Discover what is happening in the next few days

Married or Not Married? so what?
Married or Not Married? so what?
We are going to talk about Marriage refer to Timothy Keller's book, The Meaning of Marriage. Interesting and really important topic for those singles who are in relationship, those singles who are not married which in this book it said something positives about that and those married males or females. A lot of things in our head such as how will be an ideal couple refer to Bible? or how to be a good single refer to Bible? What God wants us to behave in our day to day life which have many seasons, ups and downs. Please come and share your opinion. Welcome to anyone 20s, 30s, 40s and 50s above. If you have not read the book yet, you are still very welcome, because your thoughts and voices are more important :) We are going to meet in a cafe, Starbucks Plaza Sentral, Jl. Jend. Sudirman No.47 5, RT.5/RW.4, Karet Semanggi, Kecamatan Setiabudi, Kota Jakarta Selatan, Daerah Khusus Ibukota Jakarta 12930 So please buy something to drink :)
SHUT! UP! AND! WRITE!  Vol. XXXXVII ✍️ with Jakarta Writers
SHUT! UP! AND! WRITE! Vol. XXXXVII ✍️ with Jakarta Writers
Hello, Jakarta Writer! **Are you a member of [Jakarta Friends](https://www.meetup.com/jakarta-friends/) yet?** Want to see **pictures** of past events? **[Take a look here](https://www.meetup.com/jakarta-creatives/photos/)**[!](https://www.meetup.com/jakarta-creatives/photos/) And feel free to upload a few pictures you might take at the event 😊 JakCre and JakFri is **the** biggest, oldest, most active, and most inclusive MeetUp community in Jakarta… and we invite you to join us for this **SHUT! UP! AND! WRITE! Vol. XXXXVII** Everyone is always welcome to join our events. Our community is all about creating authentic in-person connections in this urban jungle. Come as you are... it’s the best version of yourself. **ABOUT THE EVENT** So, you want to write? Then shut up and write! Writing is 0.01% "inspiration" and 99.99% getting down to it. We will meet for a circa **2,5 hour writing session at Ngoepi in Cilandak**, a cozy café with some tasty bites and a lovely garden near the MRT station Fatmawati Indomaret. It doesn't matter if you are an established writer or if you are picking up pen and paper for the first time. **Just show up, get down to it, and start writing.** Everyone will be working on their own thing, and we won't talk during writing. If you need some prompt or suggestion on what to write, I'll be happy to give you some ideas. After the circa 2,5 h writing session session, we will switch off our laptops and close our notebooks (but if you want to keep going, feel free!) and chill down. We can also share each other texts and give feedback, if that's something someone would like to do. **The rules of the game:** 1. We aim to start together in order not to disrupt the process for everyone. Please be on time. 2. No talking at the table during writing! After arriving at the table, we will focus on our own writing 3. You can take as many breaks as you want of course Don't be late as we want to start writing together, and please do **update your RSVP at least 24h before the event** if you cannot come, else you will take away a spot from a person in the waitlist. Don't be that persons! **Repeated no-shows will be kicked from the group.** We have organised this event before! You can see a few past events here: * [Shut! Up! And! Write! at ngoepi, CIlandak (Jan 2026)](https://www.meetup.com/jakarta-creatives/events/312325439/) * [Shut! Up! And! Write! at Rasea Haji Nawi (Nov 2025)](https://www.meetup.com/jakarta-creatives/events/311510658/) * [Shut! Up! And! Write! at Mad for Coffee, Cipete (Oct 2025)](https://www.meetup.com/jakarta-creatives/events/311064766/) * [Shut! Up! And! Write! at ngoepi, Cilandak (Sept 2025)](https://www.meetup.com/jakarta-creatives/events/310532158/) * [Shut! Up! And! Write! at Unifinished Coffee, Blok M (July 2025)](https://www.meetup.com/jakarta-creatives/events/308766899/) * [Shut! Up! And! Write! at ngoepi, Cilandak (May 2024)](https://www.meetup.com/jakarta-creatives/events/306901326/) * [Shut! Up! And! Write! at M Bloc Space (Feb 2025)](https://www.meetup.com/jakarta-creatives/events/305775525/) * [Shut! Up! And! Write! at Kios Ojo Keos, Lebak Bulus (Nov 2024)](https://www.meetup.com/jakarta-creatives/events/304408423/) * [Shut! Up! And! Write! at ngoepi, Cilandak (Nov 2024)](https://www.meetup.com/jakarta-creatives/events/303766280/) **ABOUT THE VENUE** **Ngoepi** is a lovely cafe with a cozy book corner and great coffee and snacks. There's an indoor area with airco (non smoking), and a garden/patio outside. * Let's meet directly there. There will be tables prepared for us * Here is a link to the venue for more information: [https://www.instagram.com/ngoepi](https://www.instagram.com/ngoepi) * We encourage you to reach the event by public transportation MRT Fatmawati is just 10 minutes walk! **ABOUT THE HOST** Corrado Nai has a Ph.D. in microbiology and writes mostly about science. His feature articles has been published in Smithsonian Magazine, New Scientist, Asimov Press, Small Things Considered, and many more. Currently he's writing [a graphic novel about agar-agar's surprising role in science](https://fanny-hesse-graphic-novel.site/), called "The Dessert That Changed the World" which can be followed and supported on Patreon at [https://www.patreon.com/corradonai](https://www.patreon.com/corradonai) **HOW TO REGISTER TO THE EVENT?** To register, just click “Attend”! There are a few simple rules * We kindly ask attendees who cannot manage to join to **update RSVP at least 24 h before the event** as a courtesy to other attendees and event organisers. * **Be on time! Don’t be early!** * People in the waitlist cannot attend, and are encouraged to check a few hours before the event if they got a spot * Repeated no-show (3X) without updating RSVP will be removed from the group * Cancellation a few hours before the event unless for force majeur is unfriendly towards organisers, venue, and other attendees and counts as no-show! * People who brings a guest need to make sure that the +1 understands and agrees to our community rules of respect and inclusivity Thank you for your understanding and cooperation! **WE HAVE A MEMBERSHIP FEE. HOW DOES IT WORK?** As this group is slowly unrolling into a Writers' Group, it will be soon possible to join through Patreon, too: https://www.patreon.com/corradonai Monthly membership through Patreon will grant access to **all** events of Jakarta Writers (this group) **and** of [Jakarta Friends](www.meetup.com/jakarta-friends). Our community has a **monthly membership fee** that can be paid through the app (**2 USD/month or about 33k IDR/month**). Membership can also be paid as a **yearly membership of 320k IDR** valid for 365 days after payment. Membership fee is offered with a **promo discount to first-timers**, who can become members for **240k IDR/year** (**Option A**). First-timers can decide to join with a **sneek peak price of 50k IDR & pay the remaining 270k IDR at the next event** they attend (**Option B**). Registered +1 can attend for free. Renewals (after 365 days) and upgrades (to join JakFri) are offered at a special rate. All this is aimed at encouraging people to sign up, and then to attend as many events as they like! Yearly membership can be paid at an event (cash/bank transfer/Gopay) or beforehand (bank transfer/Gopay). Text Corrado (+62 8211 489 3580) if you have any questions about membership. Membership to **both** Jakarta Jakarta Writers and Jakarta Friends is offered for **only** 390k IDR/year (**Option C**). Membership gives **access to all events** plus exclusive perks available only to paying members, like for example our [Give Away Birthday Celebrations with lucky draw](https://www.meetup.com/jakarta-friends/events/300470498) (Sept 2024) or [FREE pasta cooking (and eating 😉) workshop](https://www.meetup.com/jakarta-friends/events/304253623/) (Nov 2024) or [Museum visits with FREE GUIDED TOURS](https://www.meetup.com/jakarta-creatives/events/301738408/) (Sept 2024). To most events, attendees can **bring a +1 for free**, and we have some events open to all (paid and unpaid) members. To all members we **guarantee** to keep organizing plenty of events. You will receive a **full refund** if the group closes down, or if there’s no event happening in three months. In the past 3 years we have organised up to 2-3 events per week (browse past event [of JakFri here](https://www.meetup.com/jakarta-friends/events/?type=past) and [of JakWri here](https://www.meetup.com/jakarta-writers/events/?type=past)). That is, with your membership you can attend up to 5-10 events! We **guarantee** to keep organising plenty of events. You will receive a **full refund** if the group closes down, or if there’s no event happening in three months. **THE RULES OF OUR COMMUNITY** Our communities are: * **Jakarta Friends**: [https://www.meetup.com/jakarta-friends](https://www.meetup.com/jakarta-friends) * **Jakarta Writers (former Creatives)**: [https://www.meetup.com/jakarta-writers/](https://www.meetup.com/jakarta-creatives/) Members often participate in events of both groups. Over the past two years, we held over 250 events with over 2,000 attendees. Attendees rate our events **very positively** and give wonderful feedback, with an average of **4.8**⭐ (out of 5⭐) afrom over 500 reviews ([take a look at our reviews here!](https://www.meetup.com/jakarta-creatives/feedback-overview/)) We value diversity, inclusivity, respect, and authenticity. We **do not tolerate** harassment or discrimination of any kinds. * You are invited to join our WhatsApp group where we announce our events regularly: [https://chat.whatsapp.com/BR0sC0BrPbc9xTqvj1qLfx](https://chat.whatsapp.com/BR0sC0BrPbc9xTqvj1qLfx) * Feel free to tag us on Instagram, and we will repost! [www.intagram.com/jakarta.friends.creatives](http://www.intagram.com/jakarta.friends.creatives) * For questions about the event, please post a comment on the event page, or DM the event organisers
Social Co-Working Event at CROC0 - Let's Make Your Work Day Fun!
Social Co-Working Event at CROC0 - Let's Make Your Work Day Fun!
**Let's make your work day fun! Welcome to our social co-working event where you can get some work done and make new friends at the same time, which is the way co-working should be.** The event is totally fee. We will be co-working at CROCO by Monsieur Spoon Teluk Betung, which is a lovely large cafe with great food and drinks and free Wi-Fi. We will work from 9 a.m. to 5 p.m. with a break for lunch for an hour around midday or 1 p.m. However, you can come and work at anytime that suits you. There will be plenty of time make new connections and chat throughout the day, so come along and give it try. **📢 IMPORTANT: Attendance Reconfirmation Required** To ensure accurate headcounts and reduce no-shows, we're implementing an updated reconfirmation system for all events. **Here's how it works:** * All events start with unlimited RSVPs. * 4 days before each event, a reconfirmation form will be posted in the event comments and shared in the WhatsApp group. * You must reconfirm ASAP by submitting the form. Your spot is guaranteed only after you reconfirm. * The form closes once we reach the target attendance number. * Anyone who hasn’t reconfirmed when the form closes will be removed from the attendee list. * If you can’t attend, change your status to Not Going. **Two‑strike rule: If you don’t reconfirm or change your status to Not Going two times, you will be removed from the group.** Thanks for helping us keep things running smoothly. Looking forward to seeing you all there. Please feel free to let me know here or join our active and friendly WhatsApp Group Chat: [https://chat.whatsapp.com/FBQsf4Cv4yWACNs9gbiYNH](https://chat.whatsapp.com/FBQsf4Cv4yWACNs9gbiYNH) Instagram:[ [https://www.instagram.com/jakartasocialgroup](https://www.instagram.com/jakartasocialgroup)]
Drupal Indonesia Meetup Meetup Mei 2026
Drupal Indonesia Meetup Meetup Mei 2026
Halo Teman-teman Jabodetabek, Mari berbagi ilmu, berdiskusi, dan memperdalam pengetahuan seputar Drupal di acara Meetup Bulanan Komunitas Drupal Indonesia Meetup Drupal Indonesia di Mei 2026 untuk area Jabodetabek. **Waktu: Sabtu, 16 Mei 2026 Pukul 13.00 s/d 15.00** Tempat: Perpustakaan Universitas UI Depok Gedung Crystal of Knowledge, Jl. Letjen DR. Sjarif Thajeb, Pondok Cina, Kecamatan Beji, Kota Depok, Jawa Barat 16424 TEMA: Demo Drupal CMS 2.1 Visual Site Building with Canvas and AI Tools **Registrasi** Acara ini gratis dan terbuka untuk semua. Informasi lebih lanjut bisa menghubungi: Abi: 0878-8767-5921 Vro Budi: 0817-803-145 Terima kasih dan sampai jumpa
Afterwork wind down 😌💼 at Paradia Complex 🏙️ with Jakarta Friends
Afterwork wind down 😌💼 at Paradia Complex 🏙️ with Jakarta Friends
“**Paradia** in Cilandak adds to the excitement of the city’s burgeoning lifestyle compounds, gathering on-the-rise brands from popular baked pasta and donburi eatery to a 3D nail salon from Bali.”—Manual Jakarta ([read article here](https://manual.co.id/directory/paradia-compound/)) Let's explore together this hip pop-up in the heart to JakSel! Enjoy the start of the long weekend after a day of hard work. Come anytime and mingle for food or drinks. Register today to get your spot! **ABOUT THIS EVENT** The week is over and the long weekend is starting! Let's wind down and have some social time. Come any time and mingle at the **urban modernist hub Paradia Complex**: https://www.instagram.com/pa.ra.dia/ We will get food and drinks and chit-chat in this fantastic open space with plenty of eateries and sit downs. Get to know like-minded people who like to have authentic connections and make new friends in an informal setting. We are the biggest, first, most active, and most inclusive MeetUp community in Jakarta and get excellent ratings from attendees (see below)! **Prompts to get the conversation started and if anyone needs help to break the ice** 😊 What brought a smile to your face this week? What are you looking forward to for this long weekend? I kindly ask everyone to repsect and update their RSVP for facilitate organisation, otherwise just arrive anytime between 6.30-9.30 PM! **ABOUT THE VENUE** Pizza Krust, Demie, Bruule, Gokyo Donburi, Strange Coffee,... There are plenty of great eatieries and cafés at Paradia. Grab a beer or a drink at Kap It All, it that's your thing. And take a look at the nice small shops! The urban and modernist style of Paradia Complex make it a perfect setting for spontaneous sit-downs. Places like Paradia Complex make a city like Jakarta vibrant and exciting to explore! Take a look at their Insta (https://www.instagram.com/pa.ra.dia/) and Google link (https://maps.app.goo.gl/osDDsUprHRdTGA3c9) for all info you need. **HOW TO REGISTER TO THE EVENT?** To register, just click “Attend”! There are a few simple rules: * We kindly ask attendees who cannot manage to join to **update RSVP at least 2 h before the event** as a courtesy to other attendees and event organisers. * You can arrive anytime after 6.30 PM for this event. Post a message in the event page in case you cannot find everyone! * People in the waitlist **cannot** attend, and are encouraged to check a few hours before the event to see if they got a spot * If you'd like to come with a +1, you can. Please contact the organiser * 3X no-show without updating RSVP = removal from the group. Thank you for your understanding and cooperation! **WE HAVE A MEMBERSHIP FEE. HOW DOES IT WORK?** Our community has a **membership fee** that make sure we can keep organising plenty of events as we did over the past 4 years. Membership can be paid as a **yearly membership** of 340k IDR valid for 365 days after payment. Pay online **ahead** of the event to get **10% off**! Membership gives **access to all events** plus exclusive perks\*\*(\*)\*\* available only to paying members. As a first-timer, you have several options: * **Option A**: Join with a *promo discount* for first-timers for 250k IDR/year. Get 10% if you pay online ahead of the event! * **Option B**: Not sure if you want to join for a year? Join with a 50k IDR *sneak peek option* & pay the remaining 290k IDR at the next event * **Option C**: *Bundle offer* to join both Jakarta Friends **and** **[Jakarta Writers](https://www.meetup.com/jakarta-writers)** for 390k IDR instead of 680k IDR. First-timers only. All three options can be redeemed with an additional **10% discount** when paid online **ahead** of an event. In the past 3,5 years we have organised **\~2-3 events per week** (browse past event [of JakFri here](https://www.meetup.com/jakarta-friends/events/?type=past) and [of JakWri here](https://www.meetup.com/jakarta-writers/events/?type=past)). That is, with your membership you can attend up to 5-10 events/month! \*\*(\*)\*\*This is a non-exhaustive list of *special events* we have had for paying members only. A [Give Away Birthday Celebrations with lucky draw](https://www.meetup.com/jakarta-friends/events/300470498), a [Free pasta cooking (and eating 😉) workshop](https://www.meetup.com/jakarta-friends/events/304253623/) or a [Museum visits with free guided tours](https://www.meetup.com/jakarta-creatives/events/301738408/). We **guarantee** to keep organizing plenty of events. You will receive a **full refund** if the group closes down, or if there’s no event happening in three months. Yearly membership can be paid beforehand (bank transfer/Gopay) or at an event (cash/bank transfer/Gopay). Text Corrado (+62 8211 489 3580) if you have any questions about membership. It's easy! **THE RULES OF OUR COMMUNITY** Our communities are: * **Jakarta Friends**: [https://www.meetup.com/jakarta-friends](https://www.meetup.com/jakarta-friends) * **Jakarta Writers** (former Creatives): [https://www.meetup.com/jakarta-writers/](https://www.meetup.com/jakarta-creatives/) Members often participate in events of both groups. Over the past two years, we held over 250 events with over 2,000 attendees. Attendees rate our events **very positively** and give wonderful feedback, with an average of **4.8**⭐ (out of 5⭐) from around 600 reviews ([take a look at our reviews here!](https://www.meetup.com/jakarta-friends/feedback-overview/)) We value diversity, inclusivity, respect, and authenticity. We **do not tolerate** harassment or discrimination of any kinds. * You are invited to join our WhatsApp group where we announce our events regularly: [https://chat.whatsapp.com/BR0sC0BrPbc9xTqvj1qLfx](https://chat.whatsapp.com/BR0sC0BrPbc9xTqvj1qLfx) * Feel free to tag us on Instagram, and we will repost! [www.intagram.com/jakarta.friends.creatives](http://www.intagram.com/jakarta.friends.creatives) * For questions about the event, please post a comment on the event page, or DM the event organisers
Saturday Afternoon GBK Park Walk and Talk + Lucy in the Sky Dinner and Drinks
Saturday Afternoon GBK Park Walk and Talk + Lucy in the Sky Dinner and Drinks
**Let's escape the hustle and bustle of Jakarta with a late afternoon stroll through Senayan GBK Park and make some new friends along the way!** Senayan GBK Park is located in the heart of the city and is a nice place to visit and explore. Starting from Entrance 7 (Pintu 7), we will walk around and through the park and then over to Senayan Park Complex. Afterwards, we'll go to Lucy in the Sky at Spark, located on the rooftop of Senyan Park Mall for some refreshing drinks and food. This last part is optional for people who want to go. The walk will be a casual stroll around several connecting parks. The walk will take approximately 1:30 hours. We will meet just outside Entrance 7 near the main road. Please be on time, as once we start the walk it will be very difficult to locate us. However, we will post the live location on the WhatsApp Group chat. This is a fun and social event, and everyone is encouraged to get to know each other and make new friends. **📢 IMPORTANT: Attendance Reconfirmation Required** To ensure accurate headcounts and reduce no-shows, we're implementing an updated reconfirmation system for all events. **Here's how it works:** * All events start with unlimited RSVPs. * 4 days before each event, a reconfirmation form will be posted in the event comments and shared in the WhatsApp group. * You must reconfirm ASAP by submitting the form. Your spot is guaranteed only after you reconfirm. * The form closes once we reach the target attendance number. * Anyone who hasn’t reconfirmed when the form closes will be removed from the attendee list. * If you can’t attend, change your status to Not Going. **Two‑strike rule: If you don’t reconfirm and don’t change to Not Going two times, you will be removed from the group.** Thanks for helping us keep things running smoothly. Looking forward to seeing you all there. If you have any questions, please feel free to let me know here or join our friendly and active WhatsApp Group Chat: [https://chat.whatsapp.com/FBQsf4Cv4yWACNs9gbiYNH](https://chat.whatsapp.com/FBQsf4Cv4yWACNs9gbiYNH) Instagram: [https://www.instagram.com/jakartasocialgroup](https://www.instagram.com/jakartasocialgroup)
Behind the Build: PM Shipping Product with AI, Unfiltered
Behind the Build: PM Shipping Product with AI, Unfiltered
Most product people aren't struggling to find AI tools. They're struggling to actually ship something real with them. What gets shared publicly is the outcome. What gets left out is everything that makes it hard: the constraint that reshaped the whole idea, the version that almost worked, the moment where your instinct had to carry the work because the tool couldn't. Behind the Build is a room for that conversation. Two speakers, two honest accounts of what building with AI actually looks like. And for the first 10 builders who want to show their work — a stage to do exactly that. # **Event Format** **Speaker #1 — Building AI as the Product A PM** who has shipped an AI-powered product shares the real story behind it. What shaped the decisions, what broke along the way, and what they would do differently. **Speaker #2 — Building AI for the Workflow A PM** who has built internal AI tools to make their own work faster and sharper. Real examples, real constraints, real output. Including tools most people would consider too small to talk about but that changed how they work every day. **Builder Showcase** *(first 10 to opt in)* You get 2 minutes and a screen. Show something you built — finished or not. What it does, how it went, what surprised you. No slides, no pitch. Just an honest look at the work. Then the room gets one question. **Closing Reflection** Before you leave, write down one thing you want to try after joining the event

Librarians Events Near You

Connect with your local Librarians community

Bad Girls Book Club May 2026
Bad Girls Book Club May 2026
**Our May novel is: *The Quiet Librarian* by Allen Eskens** **This month’s book is set in the 20th century and mixes historical fiction with suspense and thriller elements. It also centers on women’s stories and relationships. The novel is 368 pages in print or 8 hours and 12 minutes on audiobook.** Hana Babic is a quiet, middle-aged librarian in Minnesota who wants nothing more than to be left alone. But when a detective arrives with the news that her best friend has been murdered, Hana knows that something evil has come for her, a dark remnant of the past she and her friend had shared. Thirty years before, Hana was someone else: Nura Divjak, a teenager growing up in the mountains of war-torn Bosnia—until Serbian soldiers arrived to slaughter her entire family before her eyes. The events of that day thrust Nura into the war, leading her to join a band of militia fighters, where she became not only a fierce warrior but a legend—the deadly Night Mora. But a shattering final act forced Nura to flee to the United States with a bounty on her head\*\*.\*\*
gINKgo Launch Party
gINKgo Launch Party
It's official, submissions for "Resistance, Resilience, Utopia" are are on their way from being independent pieces to becoming the second volume of gINKgo. This year we are going to have a launch party at Birdie Books on May 15th from 6-8pm open to the whole community! Come on over and help us support the creators with food, drinks, art, writing, open mic, music, community activities and more.
Italian Conversation Hour
Italian Conversation Hour
Ciao a tutt\*! Let's meet Monday at 6.30pm at the Upper Arlington Library (Tremont Branch) in **Meeting Room A** to speak in Italian for 1 hour.
LGBT Reads: In-Person Book Discussion
LGBT Reads: In-Person Book Discussion
Join us for our May Book Club gathering where we will come together to discuss *[Cantoras](https://caroderobertis.com/books/cantoras/)*[ ](https://caroderobertis.com/books/cantoras/)by [Caro de Robertis](https://caroderobertis.com/bio/) in a safe and welcoming environment. Make new friends who share your passion for books and connect with fellow LGBTQ book enthusiasts.
Christians in Tech - Meetup #35 @ Improving
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)
Libera Animae - Freeing the Soul
Libera Animae - Freeing the Soul
Main Library, Meeting Room 2B Join us for a welcoming evening of reflection, gentle music, and meaningful conversation. We’ll begin with a short grounding moment, followed by a brief reading from spiritual or philosophical traditions, and an open reflection circle where participants can share (or simply listen). Libera Animae is an interfaith community focused on inner growth, creativity, and authentic connection. All backgrounds are welcome.
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com