Quantitative Analysis
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Frequently Asked Questions
Yes! Check out quantitative analysis events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the quantitative analysis events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Quantitative Analysis Events Today
Join in-person Quantitative Analysis events happening right now
GeoDC : May 2026 Meetup
**The next GeoDC will be held on Wednesday, May 6 from 6-9pm at Sudhouse DC (1340 U St NW, Washington, DC 20009) with the program starting at 7pm.**
We’ve got 3 presentations scheduled for the evening– Please check out the program details below.
Join us early from 6-7pm to grow your network, socialize and grab drinks and appetizers, compliments of our sponsor for the month,
[Voyager](https://www.voyagersearch.com/).
Please remember to [RSVP through the GeoDC Meetup page](https://www.meetup.com/geo-dc/), and we hope to see you in a few weeks.
*If you’d like to present or sponsor a future GeoDC Meetup, please complete this [form](https://forms.gle/QbAXPfrDnX12GGaS8).*
**Brian Davidson:** **Zero to Map: A 10-Minute Geospatial Speedrun with Gemini**
* Think building a functional mapping application requires hours of boilerplate and API frustration? Think again. In this talk, we’ll race against the clock to build a live mapping app from scratch using Gemini and Antigravity. You’ll see how to leverage LLMs to handle everything from a mapping provider integration to complex coordinate rendering in minutes. Whether you’re a seasoned GIS pro or a curious dev, my hope is you'll leave with a better understanding of how to turn your idea into a working map before your coffee gets cold.
**Noah Goodman**: **Voyager**
* The Voyager platform has enabled customers to resolve data management issues, such as duplication, lack of governance & metadata. Demos of the Voyager platform capabilities and will discussion of a recent State DOT project.
**Dr. Aditya Kapoor: Assessment of Inundation Dynamics in Nebraska Using AlphaEarth Foundations**
**Embeddings**
* This study demonstrates that AlphaEarth Foundation Embeddings (AFE) provide a highly efficient, "analysis-ready" framework for mapping regional surface water inundation without the computational burden of traditional multi-source data fusion. By applying Random Forest classifiers to AFE data across 901 Nebraska lakes from 2017 to 2025, I found that this method outperformed existing products like Dynamic World, which exhibited estimation errors of up to 43.8%. The analysis revealed a critical environmental trend: a mean inundation decline of over 6,600 m² per year, closely mirroring a regional rainfall reduction of 14.18 mm/year. Ultimately, the findings highlight AFE as a scalable tool for identifying hydrological instabilities, particularly in smaller water bodies, offering significant advantages for real-world water resource planning and flood risk assessment.
Baltimore REIA South Meetup: Deal Analysis Returns!
**Free for all.** One of our most popular topics! We split into teams and analyze potential deals. You'll network and build relationships for success, too. Moderated by Ike Opaigbeogu and Bob Dietzen. At Timbuktu restaurant in Hanover, near Arundel Mills.
**[Click here for details.](https://www.baltimorereia.com/Events.aspx?ID=Deal-Analysis-Returns-South-Meetup-in-person-177-5-12-2026)**
Falls Church, VA. AI at Work: Productivity vs. Replacement Anxiety
**IMPORTANT! Please register on [Luma page](https://luma.com/klm98cuc)**
*Ignore the displayed time — it’s 5:30pm VA time.*
AI is making us faster than ever — and at the same time, quietly questioning our place at work.
We’re all feeling it: tools that boost output in minutes, automate entire workflows, and sometimes… do the job better. So where does that leave the human?
This conversation dives straight into that tension — no sugarcoating, no generic optimism. Just real perspectives from people working inside the shift.
**Speakers:**
[Nina Borysova, MBA ](https://www.linkedin.com/in/nborysova/?utm_source=luma)**Director, Product Management Technical (PMT), Data Analytics and AI Solutions, Mastercard**
****[Dr. Volodymyr Tkach ](https://www.linkedin.com/in/volodymyr-tkach/?utm_source=luma) CEO \| Ph\.D\, Associate Professor \| MIT Research Fellow \| Cybersecurity\, Threat Intelligence\, Anomaly Detection\, Artificial
**We’ll unpack:**
– where AI actually boosts productivity vs. where it replaces thinking
– which roles are evolving — and which are quietly disappearing
– how teams are restructuring around AI (and what that means for individuals)
– how to stay valuable when execution becomes automated
– what “creative work” even means when AI can generate ideas on demand
– the psychological side: anxiety, denial, adaptation
If you’re feeling both excited *and* uneasy about AI — you’re not alone. And you probably shouldn’t ignore either feeling.
Come for clarity. Leave with a more honest map of what’s ahead.
Mastery & Socializing (Level 3 Bachata & Salsa)
[Book Your Classes by Clicking This Link! ](https://crowndancestudio.com/group-classes/)
Mid-week is for the experts with **Level 3 Bachata (7:45 PM)** and **Level 3 Salsa (8:30 PM),** followed by a **Social Dance Party at 9:15 PM.** These advanced classes challenge experienced dancers with intricate footwork and styling, emphasizing the joy of high-level performance. **The evening costs $25 for the classes and social**, providing an inclusive space where advanced students can sharpen their craft and immediately practice their moves with peers.
7:45 Bachata (Level 3)
8:45 Salsa (Level 3)
$18 for 1 Class
$22 for 1 Class + Social
$25 for 2 Classes + Social
$10 for Social Only
🚴 Anacostia Park Paceline (APP)
**Join us for the APP mid-week training ride at Anacostia Park.**
**This is a structured paceline workout designed to build fitness and group riding skills.**
**📍 Meet: Anacostia Park – Skating Pavilion**
**🕖 Roll Out: Wednesdays at 7:00 AM**
**Ride Format**
**• Starts around 18 mph**
**• Speed increases every 4-mile loop**
**• Ride as many laps as you can hold**
**Bring lights, good energy, and be ready to roll at 7:00 sharp.**
**See you at the park 🚴♂️**
Skip the Small Talk Night at DC Brau Brewing
**###PLEASE NOTE: Even if you RSVP on Meetup, you will need to grab a ticket here https://www.skipthesmalltalk.com/store/skip-the-small-talk-night-at-dc-brau-brewing-wednesday-may-6-2026 in order to attend###** This event is cross-posted so Meetup RSVPs won't accurately reflect the actual number of attendees; typically there are around 30-40 people in attendance.
**What's It Like?**
Do you wish you could have more of the kinds of conversations you have late at night where for some reason, you feel safe talking about the things you actually care about?
Bring your friends (or come by yourself- most people do!) and spend your Friday night at an event where you know everyone else is there for the same reason.
We'll be offering 'big talk' conversational prompts on them to get you started, and we'll have lots of structure to make sure that you actually talk to people and that it's not awkward.
There will be drinks and snacks available for sale!
**Check-in** for this event will begin around **6:45 pm**. Please do your best to arrive before 7:00 pm so we can begin as close to on time as possible.
Skip the Small Talk is dedicated to providing an inclusive, welcoming environment for everyone. Check out our safety policy here: tinyurl.com/ststSafety
Please see our event [page](https://www.skipthesmalltalk.com/store/skip-the-small-talk-night-at-metrobar-dc-friday-march-13-2026) for more accessibility info.
**Ready to Skip the Small Talk With Us?**
**[Grab a ticket](https://www.skipthesmalltalk.com/store/skip-the-small-talk-night-at-dc-brau-brewing-wednesday-may-6-2026)** since entry is on a first come first serve basis and we tend to sell out in advance for these-- once we are out of tickets, we will NOT be able to accommodate folks at the door.
If you want to be the first to hear about our events before we sell out, feel free to join our mailing list at [Skip the Small Talk Mailing List Sign-Up](https://sendfox.com/skipthesmalltalk)
**###PLEASE NOTE: Even if you RSVP on Meetup, you will need to grab a ticket here https://www.skipthesmalltalk.com/store/skip-the-small-talk-night-at-dc-brau-brewing-wednesday-may-6-2026 in order to attend###** This event is cross-posted so Meetup RSVPs won't accurately reflect the actual number of attendees; typically there are around 30-40 people in attendance.
Overcoming Average - NoVa Chapter
This group was originally started by Chad Keith who created and hosts a podcast by the same name in Charlotte, NC. I am hoping to continue his legacy here in NoVa as I recently moved to this area. This group is all about finding community around self-improvement and exchanging ideas on how to be your best self and get the most out of life. This group is for anyone who is interested in overcoming average in all areas - career, ambitions, relationships, hobbies, health, everything.
I am so excited to meet driven individuals in the NoVa area so please reach out if you have any questions at all. EVERYONE is welcome so please sign up for an upcoming meetup!
Quantitative Analysis Events This Week
Discover what is happening in the next few days
Koncerto kaj renkontiĝo kun denaska esperantisto!
Sara Su Jones, a professional violinist and native Esperanto speaker from Chicago, will present a free 45-minute concert with Tatyana Stepanova, pianist. She has invited us to meet with her immediately after the concert so we can all chat together in Esperanto! Washington Esperanto Meetup members who wish to extend the meetup will walk to a nearby restaurant for lunch.
Sara Su Jones, profesia violonisto kaj denaska parolanto de Esperanto el Ĉikago, prezentos senpagan 45-minutan koncerton kun Tatyana Stepanova, pianisto. Ŝi invitas nin renkonti ŝin tuj post la koncerto por babili kune en Esperanto! Poste, tiuj membroj de Washington Esperanto Meetup kiuj deziras daŭrigi la renkontiĝon piediros al proksima restoracio por tagmanĝi kune.
Additional details:
Violinist Sara Su Jones and pianist Tatyana Stepanova present a free lunchtime recital (at 12:15 PM Eastern) in the heart of DC as part of the Music at Midday concert series at the beautiful, historic National City Christian Church.
Free admission; freewill offering. Free parking at the church ([https://nationalcitycc.org/directions-parking/](https://nationalcitycc.org/directions-parking/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExRDhPOEdJcnhIT0NXaWxDbnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6M-u_x2tNkMbmPw31Ta0Ktq2_mM8uqmdWC3cxHL4afqAVf-lEz4oRb1S7-og_aem_iUjer5mw9thm3rVyA-LkzA)).
Livestream: [https://youtube.com/@friendsofnationalcitychristian...](https://youtube.com/@friendsofnationalcitychristian?si=qnUXMPk1B1K7Q8Jt&fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExRDhPOEdJcnhIT0NXaWxDbnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6M-u_x2tNkMbmPw31Ta0Ktq2_mM8uqmdWC3cxHL4afqAVf-lEz4oRb1S7-og_aem_iUjer5mw9thm3rVyA-LkzA)
Program:
Clara Schumann (1819–1896): Romances, op. 22 (1853)
I. Andante molto
III. Leidenschaftlich schnell
Elena Kats-Chernin (b. 1957): Butterflying (2003), Slicked Back Tango (1995)
Marguerite Canal (1890–1978): Lied (Song) (1913)
Florence Price (1887–1953): Elfentanz (Elves’ Dance) (undated)
Lili Boulanger (1893–1918): Nocturne (1911)
Clarice Assad (b. 1978): Emotiva (2020)
Cecile Chaminade (1857–1944): Capriccio, op. 18 (1890)
Artist Bios:
As duo partners for nearly two decades, Chicago-based violinist Sara Su Jones and Ukrainian-American pianist Tatyana Stepanova have given recitals at the Harvard Club of New York as well as in Reykjavik, Iceland; Washington, DC; and Andover, Massachusetts. Their Chicago-area appearances include the Driehaus Museum's Third Wednesday Concert Series, the Noonday Concert Series at Fourth Presbyterian Church, and the Charles Gates Dawes House, as well as sold-out concerts at Glessner House, the Cliff Dwellers Club, and Newberry Library. The duo has appeared multiple times on “Live from WFMT,” the flagship recital-and-conversation series of Chicago’s classical-music radio station. Their eclectic, creative programming often highlights striking but little-known works, and Sara Su’s insightful commentary and storytelling enliven the duo’s performances.
Hailed as a “violinist of enviable gifts” by a Chicago Sun-Times music critic, **Sara Su Jones** was the 2022 winner of the American Prize (instrumental soloist) and has been a featured soloist on WFMT, WBEZ, and BBC Radio. A top prizewinner in competitions in both the US and UK, including that of the Harvard Musical Association, Sara Su has given numerous recitals abroad, including with her partner, longtime WFMT host and pianist Dennis Moore, in London, Lisbon, and Reykjavik. She earned an A.B. (Economics) and J.D., both with honors from Harvard, where she served for three years as concertmaster of the Harvard-Radcliffe Orchestra. Sara Su worked as a consultant at McKinsey and as a lawyer at Ropes & Gray before founding her educational-coaching business. She performs on a violin made for her in 2017 by the Icelandic luthier Hans Johannsson.
**Tatyana Stepanova** is a noted performer and teacher, praised as a “fine” and “persuasive” pianist (Chicago Tribune). A Kyiv native and graduate of the Tchaikovsky (Kyiv) and Rimsky-Korsakov (St. Petersburg) State Conservatories, she has performed with members of the Chicago Symphony Orchestra and the orchestra of the Lyric Opera of Chicago. Tatyana teaches at Midwest Young Artists and has also served as a faculty accompanist at Northwestern. She is a sought-after teacher and chamber-music coach; her piano students and chamber groups have won prizes in the CSO Young Artists and Walgreens National Concerto Competitions, as well as in the Fischoff, Discover, Barnett, and M-Prize national chamber music competitions.
[https://nationalcitycc.org/friday-music-at-mid-day/](https://l.facebook.com/l.php?u=https%3A%2F%2Fnationalcitycc.org%2Ffriday-music-at-mid-day%2F%3Ffbclid%3DIwZXh0bgNhZW0CMTAAYnJpZBExRDhPOEdJcnhIT0NXaWxDbnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6M-u_x2tNkMbmPw31Ta0Ktq2_mM8uqmdWC3cxHL4afqAVf-lEz4oRb1S7-og_aem_iUjer5mw9thm3rVyA-LkzA&h=AT6lZ59rj6taqeWG13-QBP6-pQM9LOqSOvvoWbEYlpIc0uso96jskbZzC33PN0rU31v__VzOOx5yTUN28Uo_BNfljYWrE-7dsaFmBfwknJ3cqpgqGBSQuEfT4isiaubCzgzhEkFkMhEpdQADA6o&__tn__=q&c%5B0%5D=AT72X25ERQ1XgWWqa-VbCb3ceoXBk8qKQJGiPKo8M0U257nUWr3EpPN5QnQsWkBnlBEJwgBA9drX9C6dI4JYtPIt1tNDRo54bg9YKtVbemmy_X16t-9GU0qXSrAW-VhG)
A MAFN / NOVA Scribes Facilitation Open House!
What does it look like when ideas come to life?
Join NOVA Scribes and MAFN for a full-day, in-person open house where the public is invited to step inside the world of facilitation. This is a come-and-go experience designed for curiosity, exploration, and conversation. Whether you are new to facilitation groups, you are welcome.
The space will be set up as a "theater in the round," (see the image) with facilitators working live around the room. Throughout the day, you will see different techniques, styles, and modalities demonstrated in real time, from visual templates, facilitation tools, and decision-support methods. You can observe, ask questions, and engage directly with the practitioners as the work unfolds.
**What you can expect**
* Live demonstrations of facilitation techniques
* Multiple practitioners working simultaneously, each with their own approach and style
* Short, informal demos and tiny teaches that explain how and why specific techniques are used
* Opportunities to talk one-on-one with experienced facilitators
* A chance to see how facilitation can support sensemaking, alignment, and group dialogue
**What you might explore**
* Methods and templates for planning, strategy, and reflection
* Facilitation methods that support participation and decision making
* Tools, materials, and setup considerations for live work
This open house is designed to be accessible, hands-on, and inspiring. You do not need to stay all day. Come for 20 minutes or stay for hours. Watch ideas take shape. Notice how facilitation can change the energy in the room. Ask the questions you have always wanted to ask.
If you have ever been curious about how facilitation works and supports groups, this is your chance to experience it up close.
**Open to the general public. No prior experience required.**
We’re not charging for this workshop, but we will be asking for donations!
Learn Meditation and Stress Management in MD
Learn to manage stress and achieve self-growth through simple relaxation and Meditation.
Heartfulness Meditation is a simple, modern, methodical approach to meditation. Rather than homing in on your breath or repeating a mantra, you simply focus inward, on your heart, to cultivate inner strength and serenity. Heartfulness meditation is gaining traction in recent years. It focuses on the heart, allowing individuals to connect with themselves on a deeper level, and ultimately achieve peace, relaxation, and clarity. It is a practice that encourages patience, self-compassion, and acceptance, helping cultivate a deeper appreciation for the present moment.
This practice is offered with love and at no cost
Scanning Tunneling Microscope - Lab Day - Scanning and Post Processing Images #8
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.
(RENTALS AVAILABLE) Anacostia River Paddle to Kenilworth Aquatic Gardens
This is the first event of the year where you can rent a canoe or kayak. Scroll down for more information on renting from Prince George's County.
Postponing this by a week, so hopefully the forecast is warmer and less breezy. I've adjusted the times so there will still be plenty of water to explore Kenilworth Aquatic Gardens.
We'll shove off from Bladensburg Waterfront Park promptly at 1:30pm and head downstream towards Kenilworth, about two miles downstream. We'll do a loop around the wetlands and hopefully see some early blooms and plenty of birds. Once everyone regroups, we'll turn around and paddle back to Bladensburg, arriving before 4pm to accommodate rental returns.
This is event is suitable for paddleboards (including iSUPs), recreational/touring kayaks, and canoes, but not inflatable kayaks. Everyone must WEAR, not just bring a USCG-approved life jacket or PFD.
**RENTERS**
The Prince George's County Parks Department rents single and tandem kayaks or canoes at this launch. You MUST reserve beforehand (several days before a nice weather weekend). Rentals run from 1pm-4pm. We will start paddling at 1:30 and be back at the ramp just before 4. **As a reminder, this group is geared towards paddlers with at least a modest amount of experience.** We do not offer instruction and highly advise against joining any of these events if you have never paddled before.
[Double check the date and reserve boats here.](https://mdpgparksweb.myvscloud.com/webtrac/web/search.html?Action=Start&SubAction=&_csrf_token=kU6I180Y6V00232Y1Q452Q4D5X5Z545S0A6Y605H5P73595T6I4G035O645C656Q5X4J5C576L5S4B6H4V6R5V4J6P5271544Z565805534O4X53016E4Q5A5A076S405G&begindate=05%2F10%2F2026&enddate=05%2F10%2F2026&type=&subtype=&category=&keyword=&keywordoption=Match+All&features=&quantity=1&secondarycode=&features1=&features2=&features3=&features4=&features5=&features6=&features7=&features8=&blockstodisplay=24&begintime=01%3A00+pm&endtime=04%3A00+pm&primarycode=BWP+Rentals&timeblocksearch=&display=Graphical&layer=42018&module=RN&multiselectlist_value=&rnwebsearch_buttonsearch=yes)
Single Kayaks: $25 for Prince George's and Montgomery County residents; $33 for non-residents
Tandem Kayaks & Canoes: $30 for Prince George's and Montgomery County residents; $39 for non-residents
On https://blackecon101.podbean.com/ every Thursday at 6 pm
• What we'll do
On https://blackecon101.podbean.com/ Thursdays at 6 pm. discussing the economy....
Quantitative Analysis Events Near You
Connect with your local Quantitative Analysis community
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers
A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective.
This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly.
Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.
Free Vegetable Plant of the Month @Canal Street Farmers Market - Parsley
Stop by the Licking County Master Gardener Volunteers’ (MGVs) table at the Farmers Market to pick up your free Veggie plant of the month to add (or start!) your vegetable garden.
The little plants come with instructions and tips.
Have other garden related questions? Bring your questions to one of the MGVs in the green shirts.
*******************
Newark Grows
1st & 3rd Friday, May 1-Oct. 2
Our Booth at the Canal Farmers Market
4pm- 7pm
36 E. Canal Street, Newark
JOIN US AT THE CANAL MARKET DISTRICT FARMERS MARKET IN NEWARK, May – October (First and third Fridays of the month) Free plants, seeds, and gardening information!
May 1 Buttercrunch Lettuce
May 15 Double Curled Parsley
June 5 Mark Twain Tomato
June 19 Aconcagua Elongated Sweet Pepper
July 3 Market Closed for 4th of July Weekend
July 17 Silver Slicer Cucumber
August 7 Wizard Coleus
August 21 German Thyme
September 4 Sweet Bunch non heading Broccoli
September 18 Strike Shell Pea
October 2 Garlic
No RSVP needed- just show up and enjoy the market! See you there!
COhPy Monthly Meeting
**Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
6:30 to 8:00 pm. Main meeting and presentation(s).
Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades.
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com
🌱 Wild Ones Columbus Annual Native Plant Sale
Wild Ones Columbus Annual Native Plant Sale
Saturday, May 23th, 2026
9:00 am to 1:00 pm (Eastern Time)
Overbrook Presbyterian Church Parking Lot, 4131 N High St, Columbus, OH, 43214
Public Welcome, Family-Friendly Free Event
A wide variety of native flowering plants, grasses, shrubs, and trees will be available from Wild Ones Columbus and local vendors Natives in Harmony, Leaves for Wildlife, and Scioto Gardens.
Wild Ones will publish a list of plants that will be available at this year's sale closer to the event date.
Be sure to stop by! Show up anytime!
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
2026 OSU Chadwick Arboretum
Spring Plant Sale and Auction Fundraiser - Columbus
Open to public:
Friday, 5/15/26: 12:00 p.m. - 6:00 p.m.
Saturday 5/16/26: 9:00 a.m. - 3:00 p.m.
Hosted by OSU
The 2026 Chadwick Arboretum
Spring Plant Sale and Auction Fundraiser
Location:
Lawn area south of the Nationwide and Ohio Farm Bureau 4-H Center
2201 Fred Taylor Dr,
Columbus, OH 43210
Spring Plant Sale
Spring into greenery at Chadwick Arboretum & Learning Gardens! Join us for our annual Spring Plant Sale Fundraiser and dive into a lush world of botanical delights. With over 16,000 fresh, exotic, and time-tested edible and ornamental plants, there's something for every green thumb!
Experience the thrill of our tree and shrub auctions, where you can bid on unique specimens to enhance your garden sanctuary. Step into our Learning Lab, where engaging educational demonstrations on various garden topics will unfold throughout the three-day sale, enriching your knowledge and inspiring your green endeavors. Take part in an exciting, live auction offered each day, as well as a silent auction on Thursday and Friday. Explore vendor booths brimming with gardening essentials and delightful treasures. And while you shop 'til you drop, indulge in delectable treats from a delicious, local food truck. Proceeds from this event go directly to The Ohio State Chadwick Arboretum, student organizations, and local businesses alike.
Come one, come all! Let's cultivate a brighter, greener future together.
Credit/debit cards only.
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)






























