Research Triangle Park
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Frequently Asked Questions
Yes! Check out research triangle park events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the research triangle park events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find research triangle park events near your location here. Connect with your local community and discover events within your area.
Research Triangle Park Events Today
Join in-person Research Triangle Park events happening right now
AM Sweatshop
Join us for this fun, effective cardio workout that combines several different workout methods including aerobics, bodyweight strength training, and plyometrics! Enjoy a high-energy group environment as you improve your strength and cardiovascular endurance. 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. Register at *pgparksdirect.com*. No classes on federal holidays (Memorial Day 5/25).
Classes may be canceled due to inclement weather or wet grounds. Call 301-927-0822 for weather-related cancellations.
**Register Here:**[ pgparksdirect.com](https://mdpgparksweb.myvscloud.com/webtrac/web/iteminfo.html?Module=AR&FMID=532319968)
Activity Code: 17681-279C
For fastest response to any questions, or for more information, please contact Health and Wellness directly at (301) 446-6800; TTY (301) 699-2544 or email [wellness@pgparks.com](wellness@pgparks.com)
Grafana & Friends DC: AI & Observability
🗒️ **Details**
Grafana 13 just dropped at GrafanaCON 2026 and we're not wasting any time. Join us at Clare & Don's Beach Shack in Falls Church, VA for a free meetup where we dig into what's actually new, what it means for your stack, and where observability is heading.
If you work in DevOps, SRE, or platform engineering in the DMV, this is your people. Whether you've been running Grafana for years or you're just getting started, you'll leave with something useful.
📋 **Agenda**
🎉 **5:30 – 6:00 — Kick-Off & Check-In** Grab a plate of food, meet the people around you, and get settled in. We're at Clare & Don's so the vibes are already taken care of!
🎙️ **6:00 – 6:30 — Rob Santos: Grafana 13 & AI in Observability** Grafana Assistant is now baked into the platform and it changes a lot. Rob breaks down what's new in Grafana 13, how AI is reshaping the way teams monitor and troubleshoot, and what it actually looks like in practice. No sales pitch, just real talk.
[Rob Santos, Senior Solutions Engineer @ Grafana Labs](https://www.linkedin.com/in/robert-j-santos/)
🎙️ **6:30 – 7:00 — Christopher Field: Building ML-Powered Apps with Grafana** Christopher shares how Theia Scientific built a custom application platform that combines Grafana, machine learning, and Jupyter notebooks to power materials research and non-destructive testing workflows. A cool real-world example of Grafana being used way outside the typical use case.
*[Christopher Field, Co-Founder, President & Principal Investigator @ Theia Scientific](https://www.linkedin.com/in/chrisrfield/)*
💬 **7:00 – 7:45 — Networking & Open Q&A** Bring your questions, your war stories, and your opinions. This is where the good conversations happen.
🔚 **7:45 – 8:00 — Wrap Up**
***
**Spots are free but limited — grab yours before they're gone.**
We look forward to seeing you there!
**Parking info** — your best bet is the free public parking garage located next to the Whole Foods Market nearby. It's easy to find and the most convenient option.
***
📌 **P.S.** Stick around until the end — we're raffling off two things:
🎁 A Grafana swag bundle
🔧 A $100 gift card to Craftsman Autoshop in Vienna, VA with a goodie basket
BCC May Happy Hour
Join us for our May happy hour! For those that don't drink, the bar has mocktails and sodas.
**Getting there:**
* Punchbowl is on the end of the building, **across from South Block**
We plan to be on the first floor bar, right when you walk in.
* **Metro:** PB is a block and a half away from the Ballston Metro stop
* **Parking:** there is street parking and the mall also offers really cheap parking. $1 an hour for the first three hours.
Circuit Workout
Shake up your routine with this dynamic Circuit Workout! Move through a series of timed exercises that target strength, cardio, and endurance—perfect for a full-body challenge. Work at your own pace with options for all fitness levels. Please bring a mat or towel. 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. Register at *pgparksdirect.com*. No classes on federal holidays (Memorial Day 5/25).
Classes may be canceled due to inclement weather or wet grounds. Call 301-927-0822 for weather-related cancellations.
**Register Here:** [pgparksdirect.com](https://mdpgparksweb.myvscloud.com/webtrac/web/iteminfo.html?Module=AR&FMID=532320058)
Activity Code: 17681-279D
For fastest response to any questions, or for more information, please contact Health and Wellness directly at (301) 446-6800; TTY (301) 699-2544 or email [wellness@pgparks.com](wellness@pgparks.com)
Beer, Mini-golf, Networking @ Starr Hill Biergarten Tysons, VA (Capital 1 Roof)
Hello everyone! Who doesn't love discussing AI over mini-golf!
We'll be meeting at Starr Hill Tysons Biergarten at the top of the Capital One Building. There's mini-golf, corn-hole, and beer on tap. Come have some fun!
Guaranteed fun time, or else your first putt is free :)
**Location:** Starr Hill Tysons Biergarten, 1805 Capital One Dr S Suite 1100, Tysons, VA 22102
**\*\* We're on the Roof! \*\***
**Overview:** Join us at AI Innovators Network for our upcoming meetup in Tysons dedicated to exploring the latest trends in Artificial Intelligence.
Whether you're an AI enthusiast, a professional, or someone curious about the intersection of technology and AI, this event is perfect for networking, learning, and sharing insights.
Connect with like-minded individuals from DC, Northern Virginia, and Maryland as we dive deep into the opportunities and challenges of integrating AI. Don't miss this opportunity to be part of the conversation driving innovation and progress in Artificial Intelligence.
Wednesday Walk in Alexandria May 13th
Enjoy a Guided Group Walk from the George Washington Memorial in Alexandria starting at 10 am. There is free parking at the Masonic building (101 Callahan Drive) and a terrific view. Learn more about the unique memorial at [https://gwmemorial.org](https://gwmemorial.org).
Old Town Alexandria dates back to the start of our country. The trail goes along city and residential streets, past stately homes and through local parks along the Potomac River. The town is full of American history featuring our first President, George Washington, and Civil War families like the Lees. Pets aren't allowed on Masonic Temple Grounds but can be kept in your vehicle while you register and can be walked to and from your car once you are walking.
The walk is $2 for non-members and guests to defray expenses for our sport and $4 for AVA walk credit. Please bring correct change in cash (e-payment is not possible). We feature curated walks by experienced members. Dogs and children are welcome but children under 18 must have a guardian present. Meet walk host Rob Grunewald by 9:45 am by the side entrance of the Masonic Temple to register, so we can leave by 10 am. For more info contact Rob Grunewald, grunewar@yahoo.com, (703) 303-5543. Come explore with us!
Project Night at Virtru (register on Luma)
\-\-\-\-\-\- [REGISTER FOR THE EVENT HERE (ON LUMA)!](https://luma.com/kfs3cotc) \-\-\-\-\-\-
Join us for an evening of collaborative problem-solving as we work on a variety of civic tech projects together. Project needs vary but often include brainstorming, researching, writing, coding, or analyzing data. Check out [our website](https://www.civictechdc.org/projects) for a list of projects which may make an appearance!
Meet other civic tech enthusiasts. Learn new skills. Contribute to a project to improve a local civic issue. **All are welcome and collaboration is encouraged.** Laptops are recommended but not required.
**Where do I register?**
To better serve our growing community, we’re transitioning our event registrations to Luma!
**We still love Meetup**
Meetup has been an incredible platform for us to build and connect with our community. We’ll continue sharing upcoming events there so that new people can find us, but Luma will be our primary registration platform moving forward.
**Why we're making the switch**
Meetup’s registration system has some limitations, and we need more flexibility to manage sign-ups and engagement.
\-\-\-\-\-\- [REGISTER FOR THE EVENT HERE (ON LUMA)!](https://luma.com/kfs3cotc) \-\-\-\-\-\-
Research Triangle Park Events This Week
Discover what is happening in the next few days
The Archery Social Club Meet
⸻
Important Info 🎯
Please bring your own archery equipment if you have it. I do have a limited amount of beginner-friendly equipment available (enough for about 3 people), but it is first come, first serve.
Feel free to bring snacks, drinks, and good vibes—we’re here to have fun, be social, and enjoy the experience together ✨
Jam in the Park! 1-3 All skill levels * Bring your own SONGBOOKS * WEATHER
**Info below: Welcome! Download Songbook, Seating**
***
\*\* WEATHER: Please check the your email before heading to the jam. I will send out an email if it will be cancelled due to rain. \*\*
\*\* SAFETY: Please note by participating in this event you agree to the Health and Safety Waiver/Release below \*\*
***
**ALL Jammers! All Instruments! All Skill Levels Welcome!**
JOIN US FOR A JAM - IT IS A GREAT WAY TO:
* Get in some practice time
* Learn new songs
* Socialize with other musicians
* Build your confidence
Come join us make music together!
Anyone who can play any instrument at any skill level is welcome to stay and play for some or all of the Jam. We all play and sing songs from our song books of lyrics and chords. Everyone gets a chance to pick a song or pass. No pressure!
***
**a. BRING SONGBOOKS: Please DOWNLOAD our TWO song books.**
Download our TWO song books: at https://www.facebook.com/groups/mhpjam/files/
b. IMPORTANT SAFETY INFORMATION
Safety is our number one priority! We want to be sure everybody attending the jam understands personal responsibilities to keep themselves and others safe.
By attending this event you agree to the terms of the HEALTH AND SAFETY WAIVER which can be found in any one of the following:
1. At this link: https://www.facebook.com/groups/mhpjam/permalink/2276132525918969
2. At this link: https://www.dropbox.com/scl/fi/gzfqo4fnw0a2268zr95nx/MITCHELL-PARK-JAM-HEALTH-AND-SAFETY-WAIVER-RELEASE.pdf?rlkey=gztmv5k1shtxunjkc40hj5ij6&st=rek95rkg&dl=0
Please let me know if you have any questions or concerns. Only people who are fully vaccinated can attend. Local laws allow for some exceptions to this rule. Please contact me if you fall under these exceptions so we can make the appropriate arrangements. All members should follow CDC and Washington, D.C. guidelines. In addition, please respect other members needs for space.
***
c. FACEBOOK: Join the Facebook group at https://www.facebook.com/groups/mhpjam/
***
d. SEATING: You may want to bring a chair as seating may be limited.
***
e. LOCATION: The jam will be held at Mitchell Park in Washington, DC. You can find our exact location on this map: https://bit.ly/mhpjamloc1
***
d. DONATIONS: Suggested donations: $2 per jam -OR- $5 per month -OR- $20 per 6 months. You can Venmo @Eric-Cohen-114
Meetup costs money. Eric pays for most of the costs out of his own pocket, but he asks you to help defray some of the costs with a small donation. Thank you.
Image by Pexels.com
😀 3rd Friday Spades in VA@Nando's in the Mosaic District-Posted in 10+ Groups
♠️ Spades in Virginia! ♠️
Nando's Peri Peri, Mosaic District
2987 District Ave Ste 100,
Fairfax, VA 22031
🌟 3rd Friday Spades in Virginia!
🕕 6:30pm to 10:30pm
😀 **Posted in multiple groups. So, expect a nice crowd.**
🚗 Parking is FREE!!!
🍷 Alcoholic beverages are available! Please support the business by purchasing food/drinks.
✅️ No partner needed! Get matched with a partner onsite. All skill levels are welcome.
❤️ Come hang out with a friendly and welcoming group. Meet new people and have a great time!
🌟 The fun starts at 7pm! RSVP today.
Family Zumba
Dance your way into fitness with a family Zumba® class! This class brings together all members of your family for fun and easy-to-follow dance moves to upbeat music!
Registration Required. Level: All.
Ages 6 & 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 (Memorial Day 5/25).
Classes may be canceled due to inclement weather or wet grounds. Call 301-927-0822 for weather-related cancellations.
**[Register Here](https://mdpgparksweb.myvscloud.com/webtrac/web/iteminfo.html?Module=AR&FMID=532320315)**
**Activity Code: 17681-279G**
For fastest response to any questions, or for more information, please contact Health and Wellness directly via email wellness@pgparks.com
**Columbia Park Community Center**
**1901 Kent Village Dr.**
**Landover, 20785**
Full Body Sculpt: Strength & Conditioning
Join us for an energetic fitness class that is designed to engage and strengthen every major muscle group. This workout program integrates body weight exercises, cardiovascular endurance and functional movements which help with the development of lean muscle, improved mobility, with the accountability and support of group training. 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 (Memorial Day 5/25).
Classes may be canceled due to inclement weather or wet grounds. Call 301-927-0822 for weather-related cancellations.
**Register Here:** [pgparksdirect.com](https://mdpgparksweb.myvscloud.com/webtrac/web/iteminfo.html?Module=AR&FMID=532320225)
Activity Code: 17681-279F
For fastest response to any questions, or for more information, please contact Health and Wellness directly via email wellness@pgparks.com
**Woodmore Towne Centre Park** **(located on turf field)**
**9200 Ruby Lockhart**
Happy Hour & Coffee Social - Junction Bistro
**Note: This event is cross-posted to Arlington Coffee & Chill as well. You do NOT need to RSVP in both groups if you plan to come!**
Next up on the Happy Hour circuit is Junction Bakery and Bistro in Del Ray! This establishment is a bakery and restaurant offering dinner and HH bites. There's a back bar area with a decent amount of floor space, and some booths indoor as well as outdoor on their side patio if you choose to have a sit-down meal with a few friends. If you have a sweet tooth, the pastries are all made in-house daily as well.
🍽️ **Coffee & Drinks:** Junction's Happy Hour runs from 4-7. Not in a drinking mood? No Problem! They also offer coffee-based drinks all day!
🅿️ **Parking:** Junction Bistro has about 5-6 parking spots on-premises. Additional parking is readily available on most side-streets off of Mt. Vernon Ave, and there are metered spots right on Mt. Vernon Ave itself. Just pay attention to parking signs, as some streets only have parking on one side and not the other.
🚇**Transit** \- Take the Blue or Yellow lines to the Braddock Rd\. metro\, and it's a 15 minute walk up Mt\. Vernon Ave from there \(about \.7 miles\)\.
Scanning Tunneling Microscope - Lab Day - Scanning and Post Processing Images #9
Today we are Steve's Lab. RSVP and you'll be sent the location. It's in Silver Spring.
***Join us for an evening in an electronics lab where we will attempt to run clean scans of graphene and gold samples, and then clean up that data with post processing.*** This is a high sensitivity experiment, and we do not plan on being successful so early. But we've had promising results lately - so we will be putting in the time. We are NOT meeting at our usual location, but rather at Steve's house/lab.
If you RSVP, you will get a DM with the address but it's located in Silver Spring.
We will attempt full, clean lab - clean tip repeated scanning tests to see what we can learn and improve. We will experiment with online attendees, but if all possible showing up in person is strongly encouraged. Online join link is: - [https://meet.jit.si/mocomakers](https://meet.jit.si/mocomakers)
Our community is building (and documenting for other teams) how to build a scanning tunneling microscope using a mix of common and 3D printed parts. This will allow us to scan and visualize a single atom - an ambitious we are doing over the course of a few months.
The MoCo Makers community is one of the most innovative and competent groups in Maryland, and we've done everything from [publishing cancer research](https://pubmed.ncbi.nlm.nih.gov/38136356/), to [launching products](https://www.kickstarter.com/projects/gotim/cozy-curvy-multi-contour-pillow), [winning grants](https://covidinfocommons.datascience.columbia.edu/awards/2014255), and inspiring thousands.
Now our biggest challenge yet has appeared. We are building a Scanning Tunneling Microscope, that will allow us to scan and visualize single atoms.
To get a better idea of what we are doing, see our reference project here: [https://www.youtube.com/watch?v=7N3OqTEq08g](https://www.youtube.com/watch?v=7N3OqTEq08g)
All starting CAD, code, and reference files should exist. However, let's be the first Maker community to document the build process and share it with learners around the world.
We will be publishing our work here -[ https://hackaday.io/project/202816-qt-panda](https://hackaday.io/project/202816-qt-panda)
If you need a ride, let us know.
Research Triangle Park Events Near You
Connect with your local Research Triangle Park community
Trails & Ales! Blendon Woods Metro Park / Forbidden Root Restaurant & Brewery
**History**
The history of [Blendon Woods Metro Park](https://www.metroparks.net/parks-and-trails/blendon-woods/) began long before its 1951 opening, rooted in a landscape of rugged ridges and deep ravines that made the land unsuitable for traditional farming. In 1945, a report proposing a metropolitan park system for Franklin County specifically highlighted these cliffs of Bedford Shale as some of the "wildest land in the vicinity". Following this recommendation, the recently formed park district purchased the first 229 acres in early 1949. Because the terrain was so uneven, developers had to cut a mile-and-a-half-long roadway through dense woods just to bring in heavy equipment. This initial preservation effort ensured that the mature second-growth hardwood forests remained largely untouched by the urban expansion spreading toward Westerville.
Opening day arrived on Labor Day, September 3, 1951, marking Blendon Woods as the second park in the Columbus and Franklin County Metro Parks system. The final push to open was a frantic race; the State Highway Department only finished the primary gravel access road four days before the gates opened. Early staff members, consisting of just four full-time employees, had to hand-dig pit toilets and learn construction skills on the fly to build the first picnic shelters. Despite the dusty conditions and limited facilities, the park was an immediate success, drawing massive crowds from across Central Ohio. By the end of the 1950s, annual visitation had already climbed to over 190,000 people.
As the surrounding suburbs grew in the 1960s, the park faced severe overcrowding that threatened its natural habitats. In response, Franklin County voters passed the first Metro Parks levy in 1960, providing the funds necessary for a decade of steady expansion. During this era, the park nearly doubled in size, growing from 264 acres to over 570 acres by 1968. Planners also addressed a critical water shortage by collaborating with the U.S. Soil and Conservation Service to build a lake in 1964. This body of water originally served as a temporary reservoir before its role shifted toward conservation and wildlife support.
The 1970s marked a transition toward the specialized wildlife and educational focus for which the park is known today. In 1971, the Walden Waterfowl Refuge was established around the 11-acre Thoreau Lake, creating a sanctuary that remains restricted to provide a quiet habitat for migratory birds. A formal nature center was also developed during this period, expanding on the guided Sunday walks that had been a park staple since the early 1950s. The park’s famous "Monarch Mansion" also became a prominent fixture, starting a long tradition of raising and releasing thousands of monarch butterflies each September. These initiatives cemented the park’s reputation as a premier destination for birders and nature enthusiasts.
In more recent decades, Blendon Woods has continued to modernize while maintaining its wilderness character. The 10-acre Natural Play Area was added in 2017, encouraging kids to explore the ravines and woods off-trail. This was followed by the opening of a $1.5 million inclusive playground in April 2025, designed to accommodate children of all physical abilities. The nature center also underwent major renovations to include immersive, three-dimensional exhibits and a new butterfly house. Today, the park encompasses 653 acres, preserving a unique geologic and biological corridor amidst the bustling Westerville and Northeast Columbus area.
**Map of the Park**
Here is a map of [Blendon Woods](https://www.metroparks.net/wp-content/uploads/2025/05/BLN_map_Inclusive-Playground-and-Butterfly-Trail_May-2025_1980px.png).
**Summary**
For this event, we will hike the Lake View, Hickory Ridge, Ripple Rock, Overlook, Brookside, and Sugarbush Trails. This sounds like a lot, but it will really be only a little over five miles. Blendon Woods has a few hills here and there, but it's not one of the more strenuous metro parks.
**Where We'll Meet**
We'll meet just in front of the Nature Center. This is about a mile into the park from the main entrance. You have to go past the Ranger Station and the Shadblow Reservable Area to get to it, so don't stop too early at the Ranger Station and get it confused with the Nature Center.
**After the Hike**
Afterward, we will head over to [Forbidden Root Restaurant & Brewery](https://forbiddenroot.com/restaurants/columbus-ohio/) at Easton for [drinks](https://forbiddenroot.com/restaurants/columbus-ohio/#dinner-menu) and [food](https://forbiddenroot.com/wp-content/uploads/Cbus-Food.pdf). We should be there by 5 if you can't make the hike and just want to join us for drinks.
The brewery's actual address is [4080 Worth Ave, Columbus, OH 43219](https://www.google.com/maps/place/4080+Worth+Ave,+Columbus,+OH+43219/data=!4m2!3m1!1s0x88388a86d10b6619:0x4d42b470a5cf11d3?sa=X&ved=1t:242&ictx=111); however, I recommend pointing your GPS to the [Worth Garage](https://www.google.com/maps/place/Worth+Garage/@40.0542293,-82.9137962,17z/data=!3m1!4b1!4m6!3m5!1s0x88388b4df6082825:0x17582f0eccd9dda1!8m2!3d40.0542293!4d-82.9137962!16s%2Fg%2F11rzfvvv8b?entry=ttu&g_ep=EgoyMDI2MDQxNS4wIKXMDSoASAFQAw%3D%3D) across the street. Parking in this garage is free as long as you're not on the first floor, and it is literally right next to the brewery.
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
Data & Analytics Wednesday - Mapping and Dashboards
**Total Eclipse of the Chart: School Redistricting Dashboards**
In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these.
While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics.
**About Our Speaker**
Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
The Alliance All-Voices Chorus Open Rehearsal
The Alliance is part of the Greater Central Ohio Chapter of the Barbershop Harmony Society. We are an all-voices chorus dedicated to providing an inclusive environment for all those who love to sing, regardless of their race, gender identity, sexual orientation or musical background. The Alliance is the first and only all-voices barbershop chorus in Central Ohio.
**Who:** Anyone with a passion for singing at a high level. Previous barbershop chorus/quartet experience not required.
**When:** The Alliance rehearses weekly on Thursdays from 7pm-10pm.
**Where:** Lord Of Life Lutheran Church: 2480 W Dublin Granville Rd, Columbus, OH 43235
To become a full member of The Alliance, we welcome you to start by visiting us for a few rehearsals to experience the group and sing with us! Then, you may begin the 2-part audition process for membership: the assessement, and audition. We strive to make our auditions as stress-free as possible to help you let your best singing self shine.
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
CHROMA @CCAD
FREE event
[https://www.ccad.edu/chroma](https://www.ccad.edu/chroma)
Friday, May 15, 3–7 p.m.
CCAD campus, 60 Cleveland Ave, Columbus, OH
Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements.
It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all.
Many exhibitions including...
**Game Art & Design:**
**DSB, first floor, Welcome Center lobby and Room 115**





















