Informatics
Meet other local people interested in Informatics: share experiences, inspire and encourage each other! Join a Informatics group.
1,092
members
2
groups
Largest Informatics groups
Newest Informatics groups
Frequently Asked Questions
Yes! Check out informatics events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the informatics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find informatics events near your location here. Connect with your local community and discover events within your area.
Informatics Events Today
Join in-person Informatics events happening right now
Profs & Pints DC: How AI Alters Thinking
[Profs and Pints DC](https://www.profsandpints.com/washingtondc) presents: **“How AI Alters Thinking,”** on dealing with artificial intelligence’s capacity to change and undermine our thought processes, with Eli Alshanetsky, assistant professor of philosophy at Temple University, principal investigator at its Cognitive Integrity Lab, and author of an upcoming book on AI and freedom of thought.
[Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/dc-how-ai-alters-thinking](https://events.ticketleap.com/tickets/profsandpints/dc-how-ai-alters-thinking) .]
Doctors who give bad advice can be sued for malpractice. Teachers belong to a profession with set standards. When artificial intelligence guides you, however, that guidance comes with a disclaimer: Use at your own risk.
Every day millions of people take that risk, and usually AI seems genuinely helpful. But even if AI gives us good answers, might its use over time do bad things to how we think?
Explore the relationship between AI and our own minds with Eli Alshanetsky, whose Cognitive Integrity Lab studies how artificial intelligence changes how we think, learn, and build trust. Author of *Articulating a Thought* and the upcoming book *Freedom of Thought in the Age of AI*, he’s on the cutting edge of efforts to answer AI-related questions such as: How can we tell when work is truly our own? How can technology support rather than replace authorship and reflection? What does trust mean when AI mediates our relationships with others and with our own thoughts?
To set up his discussion of potential consequences of AI, he’ll describe how social media’s impact on society serves as a preview.
Social media didn’t just give people what they wanted to click on, it actually changed what they regarded as click-worthy. It broke attention spans and fueled radicalization across millions of very different people. It left us with people who doom-scroll for hours, who can’t focus, who don’t know what to trust anymore.
If you’d shown people this version of themselves ten years ago, would they have chosen it?
Artificial intelligence is making a similar deal with us, but the stakes are higher. It isn’t chasing clicks. It’s optimized for giving you the most satisfying response to whatever is on your mind right now.
The risk over time isn’t just that you’ll get lazy. More profoundly, even when you think hard, your sense of what counts as good thinking—as well as what sounds like you—will shift to match what AI has been feeding you.
We’ll consider what kind of person this produces and whether this is someone we want to be or want children to become. Professor Alshanetsky will lay out a practical framework, which he calls “the interaction layer,” for using AI without letting it replace the thinking it’s supposed to support. He’ll also talk about what AI-related concerns should be the focus of parents and educators. (Doors: $17, or $15 with a student ID. Listed time is for doors. Talk starts 30 minutes later.)
Image: Illustration by David S. Soriano / Creative Commons.
Open Hac
Welcome to our new home at the historic Tivoli Theater!
Please check our details for access to the space on [our website](https://www.hacdc.org/visit/).
Join the discord for questions / help getting in (use channel #let-me-in) [https://discord.gg/dNjuNhNmeT](https://discord.gg/dNjuNhNmeT)
Morning Movement & Grace
[Book Your Classes by Clicking This Link! ](https://crowndancestudio.com/group-classes/)
Kick off your week from **11:00 AM to 12:00 PM wit**h focusing on the smooth, elegant foundations of Ballroom dance. This session is perfect for seniors and families looking to improve posture and balance through the Waltz, Foxtrot, and Tango in a low-pressure, welcoming environment.
Price: $25 Drop-in, Membership **DOES NOT** include this class!
Doubles Volleyball - Competitive
BB/A level @Bluemont Park
Doubles Volleyball - Competitive BB-A level @Bluemont Park
Let's get together to play some fun A level Doubles games at Bluemont.
Format: Doubles
COST: FREE
Court Type: Outdoor grass
Minimum Skill Requirements: A level (click [here](https://docs.google.com/document/u/2/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details)
Attention:
1. This event is not always on a first come, first served basis. Those who can bring a net and ball, may get priority over others on the waitlist.
1. Since skill levels are self-reported, some attendees may not meet the expected level in reality, so we encourage you to choose a partner you can enjoy the game with, and since this is a competitive event, it is okay if you make a strong team and win all the games.
1. Since people arrive at different times, each group of
1. Players will set up and claim a net as they arrive, and may continue playing without rotating until all nets are set.
———
Smiley Social documents:
[Group Rules](https://docs.google.com/document/u/2/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg/mobilebasic)
[Liability Waiver](https://docs.google.com/document/u/2/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco/mobilebasic)
[Volleyball Levels](https://docs.google.com/document/u/2/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic)
Level 1 Bachata & Salsa Group Classes
7:45 PM – Beginner Bachata
8:30 PM – Beginner Salsa
This Class is for absolute beginner and up.
[Book Your Class Here. ](https://crowndancestudio.com/group-classes/)
Choose the date. then Click "book now."
$18 Per Person for 1 Class $25 Per Person for 2 Classes
Do I need Partner? NO
Is it a Series? No. But we review similar materials on the consistent basic.
Can I drop-in? Yes.
Membership & Class pass available for your better growth and progress.
[www.crowndancestudio.com](https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.crowndancestudio.com%2F%3Ffbclid%3DIwAR2zhtlRxGhExkt_lh7UddK-BeWO8Qs1-EOyoeOGv-J3T0iFQh1Mcj2yiCA_aem_AcwNtPvUfkDahcWu-o_1owBvR7kH5cPtGKRaZN0cwvsy7zAKFAW0zv11GyJZeHFK3sXTqcwkHzYjvnhIdj_bZzn9&h=AT03tOQ7TaMbm8BWrbY5GVWwm5AUCbspa2tH6WSZj2P19MdXsK-Ih8hbVRlM9y0i0DuAMcN1QoF5tRzsQ-8aq-F0hneUu0Qayohk--xGdi4ODLmv7dW1y3B0veXR6xDUMxTNH1ui5a1qQMb1Cw&__tn__=q&c[0]=AT23QwS2XzF8mb_UChFebvxb_ZwrfUwkBaJHK5_0MHCyY9o9eHFqWNQPS2IJpCgWWS7KJfldFCk2N1JPAXQQGplryaicqsu-5Hpj0tsphsZ3balIXhHgvlOSxKBXhiUaH8GLAXguklvbM9QOeUG2qAJKdQJ6)
Address: 2820 Dorr Avenue Fairfax, VA 22031 See less
Urban Line Dancing
Let your creativity loose on the dance floor! Learn all the latest dances suitable for beginners and seasoned line dancers. Enjoy this great way to exercise, socialize, and energize yourself. Level: All.
Ages 13 & up
Fitness in the Parks is a FREE program that brings a variety of fitness opportunities to parks and natural areas across Prince George’s County, MD! We invite you to find the class that best suits your fitness goals and to come discover the benefits of exercising in nature. Ages 13 & up. Register at pgparksdirect.com. No classes on federal holidays (5/25).
Classes may be canceled due to inclement weather or wet grounds. Call 301-927-0822 for weather-related cancellations.
[Register at: pgparksdirect.com](https://mdpgparksweb.myvscloud.com/webtrac/web/iteminfo.html?Module=AR&FMID=532319807)
Activity Code: 17681-279A
For fastest response to any questions, or for more information, please contact Health and Wellness directly via email wellness@pgparks.com
**Tucker Road Athletic Complex (located on the basketball court)**
**1770 Tucker Road**
**Fort Washington 20744**
Deep Conversations at Bethesda Library - What is attachment?
**May 18**: “Attachment is the root of suffering.”
\-\- Buddha\, from the Pali canon
"Non-attachment is letting go of our attachment to impermanent and ultimately unsatisfying things, including material possessions, relationships, thoughts, and emotions. Non-attachment does not mean that we should avoid these things altogether, but rather that we should not become attached to them in a way that causes suffering when they inevitably change or disappear."
-- [OriginalBuddhas.com](https://www.originalbuddhas.com/blog/the-buddhas-philosophy-of-non-attachment-and-the-middle-way)
**Prompt:** What is attachment? What does it mean to be attached to a material possession, a relationship, a thought, an emotion? What thing specifically is attached to what other thing?
\-\-\-\-\-\-\-\-\-\-\-\-\-\-
***“I am struck with how rare it is to find a few good friends on the path. It is easy to find people who simply want to sit and be entertained by teachers, or who want to sit and entertain by playing the role of teacher. In other words, the quest for affirmation often outweighs the quest for truth.***
***Yet you may have one or two good friends, and definitely have one or two waiting to be discovered. Find them; be thankful.”***
***— Shawn Nevins***
'What will make me happy in life?' ... 'Am I my thoughts?' ... 'What is Enlightenment?' ... We meet every week to ask questions like these in the pursuit of Self-Knowledge and Truth.
We are interested in topics like: Zen, stoicism, spirituality, psychology, mindfulness, Nisargadatta, non-violent communication, Socrates, existential philosophy, Alan Watts, taoism, Eckhart Tolle, meditation, Ramana Maharshi, etc. But we are not affiliated with any dogma, philosophy, or religion.
Our goal each meeting is to serve as mirrors for one another using question-based inquiry in a safe environment. In a session, every participant takes turns discussing the week's question or topic, and the group asks reflective questions without any agenda besides trying to understand the person's beliefs.
A few other guiding principles of our group:
* No one is obligated to share
* Be honest with yourself and others
* Do not try to convince others to believe or think as you do
* Keep the focus on the person being questioned
We meet at the [Bethesda Library](https://maps.app.goo.gl/GWMozF8zpY1m1PY26) every Monday. The library is a 5 minute walk from the Bethesda Metro on the Red Line, approx 25 minute Metro ride from Metro Center and Gallery Place stations. The library has a a parking lot with metered parking for $1/hour.
\*\*\* WE WILL BE IN MEETING ROOM 3 UNLESS OTHERWISE NOTED ----- THE MEETING ROOM IS IN THE BACK OF THE LIBRARY \*\*\*
Please contact us with any questions!
Informatics Events This Week
Discover what is happening in the next few days
Less Noise, More Signal: SBOMs + Agentic Observability
We’re excited to bring the community together for an evening of learning and connection. This time, we'll have a community member from Chainguard sharing a use case and, as usual, an Elastic employee sharing their expertise as well.
Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security.
**Date and Time:**
Tuesday, May 19th, from 5:30-7:30 pm EDT
**Location:**
Elastic Arlington Office - 4100 Fairfax Drive, Ste 500, Arlington, VA 22203
**Agenda:**
* 5:30 pm: Doors open; say hi, grab a seat, and eat some food.
* 6:00 pm: The SBOM Pile in Your S3 Bucket: Turning Bills of Materials Into a Risk Dashboard; and Watching It Shrink with Chainguard, by Mike Barreta, Senior Manager, Engineering at Chainguard
* 6:30 pm: Q&A
* 6:40 pm: **Agentic Observability: Next-Gen Alerting and Auto-Detected Significant Events**, by Jason Rhodes,
Senior Manager, Software Engineering at Elastic
* 7:10 pm: Q&A
* 7:20-7:30 pm: Networking & refreshments
**Talk Abstracts:**
**"The SBOM Pile in Your S3 Bucket: Turning Bills of Materials Into a Risk Dashboard; and Watching It Shrink with Chainguard**"
Most organizations now generate SBOMs because someone — EO 14028, a FedRAMP auditor, an ISSM — told them to. They land in an S3 bucket, get versioned, and are almost universally never queried. This talk is about what happens when you finally do. I'll stand up a self-contained Elastic stack, pour in SBOMs (SPDX), SLSA provenance, Sigstore signatures, Grype vulnerability scans, the CISA KEV catalog, and OpenVEX adjudication for 30 container images, and show the queries that only become possible once SBOMs stop being compliance artifacts and start being telemetry: which packages I actually run right now, which CVEs are real exposures versus VEX-suppressed noise, what swapping a stock image for its Chainguard equivalent would buy me, and how much of my CVE list is just stuff I inherited from the base layer.
Then the cleanup. The same dashboards on Chainguard images show what disappears when the SBOM is small, the signatures verify, and the advisory feed is active: \~9,000 fewer CVEs and \~2.5 GB saved across 20 image pairs, KEV exposure dropping from 7 hits to 0, compliance pass rate going from 0% to 76.5% against NIST 800-218 / FedRAMP Moderate / SSDF.
**Bio:**
Mike Barretta leads Chainguard’s public sector solutions engineering team, focused on helping ensure the federal government receives its fair share of the future. Barretta has worked across civilian, defense and intel programs in a variety of roles—software developer, data scientist, solution architect—for a variety of organizations—system integrators, consulting companies, software vendors—with the common purpose of creating and championing technologies and techniques for simplifying the extraction and utilization of information from lots of data. Having witnessed the ever-increasing threats to those systems, Barretta is now focused on methods and mitigations to secure them
**Agentic Observability: Next-Gen Alerting and Auto-Detected Significant Events**
We're rebuilding Elastic's alerting engine to make alerts more flexible\, more powerful\, and more valuable as data\. Next\-gen alerting rules will run anything ES\|QL supports and capture whatever fields matter to you\, so alerts carry the context you need for real downstream analysis\. And if you'd rather not manage these rules yourself\, AI agents can help\, drafting them from natural language\, recommending tuning and configuration changes\, and reducing noise through deduplication\.
On top of this, we're also building a new Significant Events system which automatically builds a continuously updated knowledge base of your incoming data's own metadata. Using this deep understanding, our agentic tools will detect significant events from log patterns, anomalies, and predicted behavior — without you having to create a single rule.
**Bio:**
Jason Rhodes is a software engineering lead at Elastic, where he works on alerting and observability features. Based in the DC area, he has over 15 years of experience in software development and has been an active contributor to the local tech community — creating and organizing Baltimore NodeSchool and charmCityJS. When he's not writing and reviewing code, he's probably watching too many movies.
**Parking:**
* The building’s parking garage is operated by Colonial Parking and is located off N. Randolph Street
* Book a spot on[ SpotHero](https://spothero.com/search?kind=address&latitude=38.8818514&longitude=-77.1095268&search_string=4100+Fairfax+Dr+%23500%2C+Arlington%2C+VA+22203%2C+USA)
* A Metro Station is located across the street
Forro for Afro! Fundraiser Lunna G. Leads a Terrific Memorial Day Forro Class
Forro for Memorial Day! Join Lunna Gomes for terrific forró class to support the Afro Brazilian fest 2026. Lunna Gomes is DC's top forró instructor so this class will be terrific. Play with musicality, improve your ability to follow/ lead plus learn a fun dance pattern. Forró is Brazil's most popular partner dance for it's ease, terrific music and socialability. Meet new people and support a good cause. 100% of the revenue goes to Afro-Bahia Fest 2026. Class fee $15. Stay for delicious traditional feijoada too, and forro students get a discount 😋
🇩🇪 FRIDAY German HourS
It is irresistible, to enjoy a GERMAN convo with drinks.
***GRAB A DRINK AND YOU ARE ALL SET TO FLEX YOUR LANGUAGE CAPACITY. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.***
We have a tiny venue and we hit capacity often and early arrival is suggested.
We have the discretion to decide entry.
HOW IT WORKS : We will try to assign tables for each represented languages and will direct attendees to their respective tables accordingly.
Rules to abide :
1\. Event is 21\+ \(bring ID\)\.
2\. Be respectful to your counterparts and give them a chance to exchange with others as well\.
3\. We all are native speakers of one or two languages and be willing to help others and try to accommodate as much as possible\.
4\. If you don't speak the other person's required language\, LEAVE THEM ALONE\.
5\. Rude or aggressive members are removed from the group at an organizers discretion\.
6\. This is a face\-to\-face language exchange event\. DO NOT try to arrange an online meeting\, by using the comment box or direct message\.
7\. Most of our members complained about people writing in the comment box\. Since it sends notification to all attendees\. If you have any questions\, send a message to the organizers\. Don't write in the comment box\.
8\. We have ZERO TOLERANCE for solicitation\. We don't allow anyone to run their own agenda at the Event\. If you are interested to promote/sponsor/collaborate; contact us via \(info@merevents\.com\)\.
9\. When you get there\, we will greet you and take you to your respective group\.
10\. Don't be shy of your local languages\. We have diplomates assigned to different countries\, who would love to practice your languages\.
11\. Be patient for the first 30 minutes\, up until we form your respective language group\.
12\. We will have a registration station and check you in\.
13\. This is mainly a social for Intermediate/Advanced/Native Speakers\. It is not as such to learn a language\. Beginners\, if you want to learn a language\, reach out to us \(info@merevents\.com\)\. We have a school and will arrange you a class\.
***AFTER THE EXCHANGE, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!***
FRIDAY German HourS
Enjoy a lively German convo! Hoffentlich werden wir euch dort sehen!
***GRAB A DRINK AND YOU ARE ALL SET TO FLEX YOUR LANGUAGE CAPACITY. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.***
We have a tiny venue and we hit capacity often and early arrival is suggested.
We have the discretion to decide entry.
HOW IT WORKS : We will try to assign tables for each represented languages and will direct attendees to their respective tables accordingly.
Rules to abide :
1\. Event is 21\+ \(bring ID\)\.
2\. Be respectful to your counterparts and give them a chance to exchange with others as well\.
3\. We all are native speakers of one or two languages and be willing to help others and try to accommodate as much as possible\.
4\. If you don't speak the other person's required language\, LEAVE THEM ALONE\.
5\. Rude or aggressive members are removed from the group at an organizers discretion\.
6\. This is a face\-to\-face language exchange event\. DO NOT try to arrange an online meeting\, by using the comment box or direct message\.
7\. Most of our members complained about people writing in the comment box\. Since it sends notification to all attendees\. If you have any questions\, send a message to the organizers\. Don't write in the comment box\.
8\. We have ZERO TOLERANCE for solicitation\. We don't allow anyone to run their own agenda at the Event\. If you are interested to promote/sponsor/collaborate; contact us via \(info@merevents\.com\)\.
9\. When you get there\, we will greet you and take you to your respective group\.
10\. Don't be shy of your local languages\. We have diplomates assigned to different countries\, who would love to practice your languages\.
11\. Be patient for the first 30 minutes\, up until we form your respective language group\.
12\. We will have a registration station and check you in\.
13\. This is mainly a social for Intermediate/Advanced/Native Speakers\. It is not as such to learn a language\. Beginners\, if you want to learn a language\, reach out to us \(info@merevents\.com\)\. We have a school and will arrange you a class\.
***AFTER THE EXCHANGE, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!***
May Third Thursday
[RSVP on Partiful](https://partiful.com/e/UCYdKHbiXcyGLGai3KJf?c=jn9txKC1) Join Network of South Asian Professionals at our monthly Third Thursday series on Thur, May 21, 6-9. Come to connect over careers or interests or just make some new friends. We ask guests to cover their own tab and we may continue the night with a walk to the wharf after the event. RSVP at our partful link to see who is coming. See you soon!
Informatics Events Near You
Connect with your local Informatics community
Christians in Tech - Meetup #36 @ 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)
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
Surrey Personality Matched Speed Dating Zoom
**🪷 Speed Dating Live on Zoom for Singles near Surrey**
You get to cycle through rapid one-on-one Zoom dates with Surrey singles matched by age and personality, while the host manages transitions so you can focus on the person in front of you.
As part of the process, a two-minute quiz captures your personality — those details are used to identify compatible Surrey singles for your rounds, so the format works harder than any dating app.
Once it is wrapped up, we send mutual match results — with nothing shared unless both parties agreed — and you are in control of what happens next.
**Your age group, your link:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=the-collective-for-intentional-social-growth&ar=18-32&face_v=4.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=the-collective-for-intentional-social-growth&ar=30-46&face_v=4.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=the-collective-for-intentional-social-growth&ar=40-58&face_v=4.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=the-collective-for-intentional-social-growth&ar=55+&face_v=4.0)
**⚠️ Required step:** This rsvp does not equal a reserved seat, so select your age range link above, fill in the registration, and answer the personality quiz — capacity is intentionally small so get in early, and your place is confirmed only once you have done both.
---
**Your evening, step by step**
1. **Claim your spot** – by tapping the link for your age group, then finish the compatibility quiz, as the quiz plus registration is what counts.
2. **Jump on Zoom** – by clicking the Zoom link at the event start time, zero setup is required — just open the link, and once you are in the host handles the rest entirely.
3. **Have your dates** – short one-on-one rounds with personality-matched Surrey locals in your group, as the host signals each transition calmly and clearly, and the people in your rounds were sorted specifically for you.
4. **Find your matches** – mutual matches are sent to you privately after the event ends, since non-mutual choices are never shared with either party, and once you have it you decide how and when to connect.
**Who shows up:**
- Members from Surrey bored of dating apps that go nowhere and want to meet real locals without the faff.
- First-timers from around Surrey looking beyond the app treadmill that goes in circles and are serious about meeting someone.
- Individuals across Surrey getting away from apps that waste evenings for no return and want to meet real locals without the faff.
- Residents from around Surrey looking beyond swiping with nothing to show for it and prefer meeting people in person first.
- Locals calling Surrey home getting away from dating apps that go nowhere and are ready for a genuine first impression.
**About the Event**
- **Format:** Dedicated and hosted via Zoom with back-to-back private rounds per pair, sorted by personality quiz and age for every round.
- **Where:** At-home — on any internet-connected device, no special equipment — just a device with a camera and internet, and couch desk or spare room are all equally valid spots.
- **Host:** A supportive host guides every round from start to finish, so the evening runs without a hitch — not a single logistical thing is left for you to manage.
- **Vibe:** Comfortable video rounds with Surrey singles who are here for the same reason you are, and the host keeps everything comfortable throughout.
- **Duration:** Usually sixty to ninety minutes from round one onwards, though times can vary slightly.
⭐ *"Better than expected — way better than anything I have tried before"* – Surrey local, first event
💡 **Worth knowing:** put your phone on silent before joining, and the host takes care of everything else from there, since small prep leads to a noticeably better experience.
---
✨ Done with apps — start here — grab your place above before it goes and we sort the rest this time. See you in the first round. 💕 ✨
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
Vancouver High Quality Age Matched Dating
**💫 Speed Dating from Home for Vancouver People Done with Apps**
Joining means you'll cycle through short private video dates with Vancouver singles age-grouped and personality-curated, while everything stays on track thanks to a live host.
When you sign up, a personality questionnaire is built into the sign-up — that information feeds the matching to organise compatible Vancouver locals for your session, which makes every round worth having.
After all the rounds, mutual connections are confirmed and shared — with privacy guaranteed for all non-mutual picks — and you take over from there entirely.
**Click your age bracket to register:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Vancouver&groupurlname=the-collective-for-intentional-social-growth&ar=18-32&face_v=4.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Vancouver&groupurlname=the-collective-for-intentional-social-growth&ar=30-46&face_v=4.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Vancouver&groupurlname=the-collective-for-intentional-social-growth&ar=40-58&face_v=4.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Vancouver&groupurlname=the-collective-for-intentional-social-growth&ar=55+&face_v=4.0)
**⚠️ RSVP is not enough:** This rsvp alone will not confirm your attendance, so use your age group link above to register and complete the short personality quiz — spots are kept small by design so register promptly, and your seat is only secure once registration is complete.
---
**How the night runs**
1. **Find your age group** – by selecting your age group and following the link, then fill in the personality questions as part of registration, as both are needed to secure your spot.
2. **Join the video call** – by clicking the Zoom invite at the event time, works anywhere with a camera and internet, and everything from that point is handled by the host.
3. **Connect** – live one-on-one video rounds with Vancouver people matched to you by age and quiz, as the host keeps everything smooth and well-timed, as each round is with a Vancouver local matched to your profile.
4. **Check your results** – after the event you will receive any mutual match details, with unmatched selections never disclosed to anyone, and you are in control of everything that happens next.
**Who shows up:**
- Professionals around Vancouver bored of profiles that never convert to actual dates and want to try something that actually works.
- Those living in Vancouver looking beyond unread messages and dead-end conversations and want actual face-to-face conversation.
- Someone within Vancouver ready to move past the app treadmill that goes in circles and want to meet real locals without the faff.
- Locals based in Vancouver looking beyond digital dating that never converts to anything real and value real conversation over curated profiles.
- Members across Vancouver who have had enough of conversations that fizzle before a first date and need a better way to meet people.
**Event Overview**
- **Format:** Dedicated and hosted over Zoom with back-to-back private rounds per pair, paired by age bracket and quiz results throughout.
- **Where:** All online — from your laptop or mobile device, the only requirement is a device with a camera and internet, and you can join from wherever feels comfortable.
- **Host:** An engaging host runs the session from the opening to the final round, which makes the whole thing feel effortless — the host owns the evening so you can simply enjoy it.
- **Vibe:** Refreshingly easy individual rounds with Vancouver area people who prefer real conversation, and the conversation always feels more real than an app date.
- **Duration:** Roughly an hour and a half including the welcome, and the format keeps things moving.
💡 **Useful tip:** close unnecessary browser tabs before the event, because background and lighting matter more than you would think, since small prep leads to a noticeably better experience.
---
✨ Vancouver singles worth meeting are in this event — book your spot above and we will set the rest up for you while places last. See you in the first round. 🥰 ✨
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style 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 — just a welcoming space to exchange ideas and keep the local AI conversation moving.
If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share.
Whether you’re 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)
Burnaby Virtual Speed Dating for Beginners
**✨ Real One-on-One Rounds Online for Burnaby Singles Done Swiping**
As a participant, you'll experience quick private Zoom rounds with Burnaby singles matched to you by age and personality, as a friendly host guides every transition.
Once you register, you fill in a quick matching survey — your personality profile from that quiz to curate your Burnaby matches by quiz results and age, meaning your rounds are curated and not random.
After the session closes, mutual match details are distributed — contact details flow only on mutual selection — and what happens next is entirely up to you.
**Age-grouped registration — select yours:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Burnaby&groupurlname=the-collective-for-intentional-social-growth&ar=18-32&face_v=4.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Burnaby&groupurlname=the-collective-for-intentional-social-growth&ar=30-46&face_v=4.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Burnaby&groupurlname=the-collective-for-intentional-social-growth&ar=40-58&face_v=4.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Burnaby&groupurlname=the-collective-for-intentional-social-growth&ar=55+&face_v=4.0)
**⚠️ Heads up:** Your rsvp here is not a registration confirmation, so select your bracket link, complete the registration form, and finish the personality quiz — places are capped so do this promptly, and your spot is held only when both steps are done.
---
**What to expect**
1. **Grab your spot** – via your age group registration link, then complete the short matching survey, as both steps are required and neither can be skipped.
2. **Log in** – using the video link shared before the session, any device with a camera and mic is all you need, and round management is all on the host from there.
3. **Date** – short Zoom speed dating rounds with Burnaby area singles in your age range, as the host signals round starts and ends, because the format is built so every round is worth having.
4. **See your results** – after the event you will receive any mutual match details, and only confirmed mutual matches receive each other's contact details, and everything from that point is on your schedule.
**Best suited to:**
- People within Burnaby wanting to escape matches that fade out before meeting and want to meet real locals without the faff.
- Singles calling Burnaby home moving beyond dating apps that go nowhere and are serious about meeting someone.
- Someone based in Burnaby wanting to escape conversations that fizzle before a first date and are ready for a genuine first impression.
⭐ *"Not what I expected at all — better than every app I have tried"* – Burnaby local who came sceptical
💡 **Good to know:** check your Zoom setup in advance, because good audio is just as important as good video, and the host handles everything else from that point.
---
✨ Real conversations from home — register via your age group link and we will set the rest up for you in your own time. Can not wait to see you there. 💘 ✨






















