Industrial Internet of Things (IIOT)
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Frequently Asked Questions
Yes! Check out industrial internet of things (iiot) events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the industrial internet of things (iiot) events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find industrial internet of things (iiot) events near your location here. Connect with your local community and discover events within your area.
Industrial Internet of Things (IIOT) Events Today
Join in-person Industrial Internet of Things (IIOT) events happening right now
Open Networking Event
Navigating work/personal life in this mega city can be challenging ! We welcome all the Toronto young professionals & startup lovers to join this community that provides you an inclusive and casual platform to share, discuss, and grow! No matter what career stage you are at, what industry you work for, or what startup idea you are brainstorming, this inclusive & vibrant community aims to help you embark on your new personal/work journey! If work sounds annoying to you or you are new to the city, you can just come have a coffee and meet new people! No WFG members, Let's exchange ideas and create new memories together!
We welcome you to join us at a new location; Sweetway Cafe
**THE COFFEE SHOP IS EXCLUSIVLY OPEN FOR THIS EVENT AT THAT TIME, AND MAY NOT SERVE FOOD OR DRINKS**
We plan to meet weekly or biweekly at various locations in Toronto.
Step & Shine
Love cardio, rhythm, and good vibes? đ
Join our Step & Shine class â a dynamic step aerobics workout that combines music, movement, and motivation! Youâll tone your legs, boost endurance, and burn calories while having fun in a friendly, supportive atmosphere.
đ When: Mondays & Wednesdays at 7:00 p.m.
đ Where: Easy Nutrition Health Club, 1750 Steeles Ave West, Unit 12, Concord
⥠Only 9 spots available, so grab yours early!
Perfect for all fitness levels â come for the workout, stay for the energy!
York Region - MDI Men's Team
**Set goals.**
**Be accountable for them.**
**Move your life forward with purpose.**
Our goal is to cause greatness by mentoring men to live with excellence and, as mature masculine leaders, create successful families, careers and communities. If you have the desire to work on being the man that your legacy demands that you be (which means being the best you can be, we can work on what your legacy demands with you later) and the man you always wanted to be then we look forward to you attending.
Our group is part of Mentor Discover Inspire (MDI). This group meets Mondays, North of Finch Avenue, usually indoors, outdoors in the summer but occasionally on Zoom.
To confirm this week's location, please rsvp to Ricardo, call/text (647) 880-1488, or email ricardophilip@hotmail.com
From MDI website[: https://goo.gl/3DQ6](https://goo.gl/3DQ6aY)aY
From Toronto Sta[r: https://goo.gl/oDH](https://goo.gl/oDH3uX)3uX
Regular attendees do not always RSVP, expect 6-8 men to be present.
Toronto Young Professional & Startup Enthusiast Meetup
Welcome to the Toronto Young Professional & Startup Enthusiast Meetup Group! Navigating work/personal life in this mega city can be challenging ! We welcome all the Toronto young professionals & startup lovers to join this community that provides you an inclusive and casual platform to share, discuss, and grow! No matter what career stage you are at, what industry you work for, or what startup idea you are brainstorming, this inclusive & vibrant community aims to help you embark on your new personal/work journey! If work sounds annoying to you or you are new to the city, you can just come have a coffee and meet new people! Let's exchange ideas and create new memories together!
We welcome you to join us at Sweetway Cafe.
We plan to meet weekly or biweekly at various locations in Toronto. If you have any suggestions for meeting locations or activities, feel free to let me know!
JUST GO WITH IT IMPROV WEEKLY DROP-IN
### JUST GO WITH IT IMPROV â WEEKLY DROP-IN
Whether youâre experienced in improv or completely new, youâre invited to join us each week at the Thornhill Community Centre. (Atrium Room, Look for large plant in middle of round hallway.
We welcome all skill levels for a fun, supportive, and high-energy session.
Have limited spots available and hoping to get a few extra from meetup.
**$25 per drop-in ⢠7:00pmâ8:00 PM**
Quantum Computing & Bitcoin: What It Means for Crypto's Future
Is quantum computing a real threat to Bitcoin? Join us for a technical presentation that cuts through the hype. Learn the science, the timelines, and the solutionsâstraight from experts.
Details:
đď¸ When: Monday\, May 11\, 2026 \| 6:00 PMâ8:00 PM ET
đ Where: 600 Bay St., Toronto, Ontario (venue details sent upon RSVP)
đď¸ Cost: Free for Bitcoin Bay Community \| Guests welcome
**đ What to Expect:**
* **6:00â6:25 PM:** Doors open + networking + light refreshments
* **6:30â7:15 PM:** Presentation with Nithin Raj: *Blockchain R&D Engineer @ SkryBit Inc.*
* What is Quantum Computing?
* Why Classical Encryption & Hashing Were So Secure
* How Bitcoin Security Works
* Bitcoin Wallet Types
* The Quantum Threat to Bitcoin
* Who's Most at Risk?
* Quantum Computing Threats to the Real World
* How Could Bitcoin & the World Respond?
* Best Practices for Bitcoin Security (Today & FutureâProofing)
* Broader Implications & The Bigger Picture
* **7:15â8:00 PM:** Open Q&A + guided networking
**â
What to Bring:**
* Your curiosity (and a notebook if you like)
* A friend who's curious about crypto's future
**đ˘ Venue Notes:**
* [Please RSVP so we can manage capacity](https://luma.com/g53ux3yo)
* https://luma.com/g53ux3yo
**About Bitcoin Bay:**
Welcome to Canada's longestârunning Crypto Community. Our mission is to grow the Crypto Ecosystem globally â beginning from our home base in Canada. Bitcoin Bay is a starting point for your crypto journey.
**đ Ready to futureâproof your crypto knowledge?**
**[RSVP now](https://luma.com/g53ux3yo)** to save your spotâand share this event with a dev, investor, or curious friend. See you on May 11!
Casual Get Together on May 11 @ 6:30 p.m.
| May 11, 2026 |
| ------------- |
| Send me an email to let me know you are joining us at: |
pcalleri@thegaap\.net \|
**The CPA Toronto Accounting Group Presents a Casual Get Together** for a few of us to get together, network, learn, have a few laughs, share ideas, make new friends. become more successful etc.
I will put a very casual agenda together, but the goal is having a good time.
I tried to find a venue that is easy to get to. It is near the 401 and DVP.
We will meet at:
Swiss Chalet
**[Address](https://www.google.ca/search?sca_esv=197713b87bf2beb1&sca_upv=1&sxsrf=ADLYWIKmSo8ztb94J6BUHqec-EeQUWwHRw:1725296229930&q=the+queens+head+pub+scarborough+address&ludocid=4250126838100046784&sa=X&ved=2ahUKEwiS46qn3aSIAxUS5ckDHbw5GJQQ6BN6BAgrEAI):** 2555 Victoria Park Ave, Scarborough
Our reservation is made under Paul.
I look forward to seeing you.
PS
Seats are limited, let me know you are attending; quickly.
Send me an email to let me know you are joining us.
pcalleri@thegaap.net
Sincerely yours,
Paul Calleri, Founder of TheGAAP.net, TheGAAP.netCareers, and the CPA Toronto Accounting Group
Industrial Internet of Things (IIOT) Events This Week
Discover what is happening in the next few days
How Companies Get Nationalized â and What It Means for AI
**This is a ticketed event. Please register at [this link](https://luma.com/2eq29bip).**
âProposals to nationalize AI development keep surfacing â whether driven by fears of AGI-related loss of control, or by national security logic like an "AI Manhattan Project." But these discussions rarely engage with how nationalization actually works in practice.
Join Jason Yung at Trajectory Labs as he draws on the history of nationalization â its triggers, mechanisms, and consequences â to build a grounded picture of how nationalizing an AI company might actually unfold
âââ**Event Schedule**
6:00 to 6:30 - Food and introductions
6:30 to 7:30 - Presentation and Q&A
7:30 to 9:00 - Open Discussions
SPELLBOUND: Goth Video Dance Party w/ Gary Numan Spotlight + Modele LIVE
Living On Video + DJ Lazarus presents
Tickets ONLY $10: https://SpellboundGaryNuman.eventbrite.ca
Sat May 16 - SPELLBOUND Video Dance Party. GOTH / DARKWAVE / POST-PUNK / INDUSTRIAL w/ GARY NUMAN Spotlight
\*\*Live Performance by Post-Punk band MODELE @ 9pm\*\*
SPELLBOUND is Canada's ONLY dark music video dance party.
\-\-\-\-\-\-\-\-\-\-
Goth A.F. Contest
$100 prize + custom trophy to the most gothed up patron.
\-\-\-\-\-\-\-\-\-\-
Saturday May 16, 2026
SPELLBOUND: Goth Video Dance Party w/ GARY NUMAN Spotlight + Modele (Live)
Ground Control - 1279 Queen St West - Toronto
Doors 8pm - Modele @ 9pm - 19+ Event
$10 advanced: https://SpellboundGaryNuman.eventbrite.ca
$15 at the door
INVITE: www.facebook.com/events/1246831100498540
(Please INVITE your friends)
SPELLBOUND is a goth multimedia dance experience with classic and fresh dark music videos.
MODELE:
Bandcamp: https://modele.bandcamp.com/
Facebook: https://www.facebook.com/profile.php?id=61573384033109
Instagram: @modeleofficial1
SOCIAL:
www.facebook.com/groundcontroltoronto
www.facebook.com/livingonvideoclub
www.facebook.com/djlazarusrocks
www.instagram.com/djlazarusrocks
www.twitch.tv/livingonvideoclub
www.mixcloud.com/livingonvideo
www.twitter.com/djlazarusrocks
Building & Evaluating Real-World Systems: AI Agents and Elasticsearch
Weâre thrilled to invite you to an exciting meetup!
We'll have one talk presented by an Elastic employee and one presented by a community member. Bring your questions and come support the community!
**Agenda**
**5:00 PM** â Doors Open
Come in, say hello, grab some food, and settle in for an engaging evening.
**5:45 PM** â **"Lessons from evaluating production AI Agents for over a year", presented by** Susan Chang, Principal Data Scientist at Elastic
**6:15 PM** â Q&A
**6:30 PM** â "**Elasticsearch Journey â Working in Different Industries", presented by** Yasir Zaid, Elastic Certified Engineer
**7:00 PM** â Q&A
**7:15 PM** â Networking & Event Wrap-Up
Stick around to chat, connect, and share insights with fellow attendees.
**When:**
Thursday, May 14th
5:00 - 7:00 pm
**Where:**
[Centre for Social Innovation - Spadina](https://www.google.com/maps/search/?api=1&query=43.650017%2C%20-79.397156)
192 Spadina Ave. ¡ Toronto, ON
3rd floor, The Viola Desmond Room
**Abstracts**
**"Lessons from evaluating production AI Agents for over a year"**
This talk covers methods of evaluating AI Agents, with an example of how the speakers built evaluation frameworks for a user-facing AI Agent system which has been in production for over a year. We share tools and frameworks used (as well as tradeoffs and alternatives), and discuss methods such as LLM-as-Judge, rules-based evaluations, ML metrics used, as well as selection tradeoffs.
**Bio:**
Susan Shu Chang is a Principal Data Scientist at Elastic, where she leads work on production-grade machine learning, including generative AI and agentic workflows. She is also an internationally recognized speaker, OâReilly author, and keynote presenter at major global technical conferences.
**My Elasticsearch Journey â Working in Different Industries**
This talk explores Yasir Zaidiâs hands-on experience using Elastic products to deliver strategic solutions across banking, insurance, and telecommunications. Through real-world examples, the session will cover how Elasticsearch and the broader Elastic Stack have been used for search architecture, security, SIEM, and observability, along with some of the newer and more exciting projects now being built with Elastic. The talk will also highlight recent Elasticsearch features and innovations, and how they are opening up new possibilities for modern enterprise use cases.
**Bio:**
Yasir Zaidi is the Owner of ZD Inc. ([https://zd-inc.net/](https://zd-inc.net/)) and Elasticsearch Experts ([https://elasticsearch.expert/](https://elasticsearch.expert/)), and Co-Founder of 360metrics ([https://www.360metrics.io/](https://www.360metrics.io/)) and Certified Elasticsearch Partner Solution Architect. He has delivered hundreds of Elasticsearch projects for organizations around the world, with experience spanning Observability, SIEM, Enterprise search, Cloud deployments, and AI-powered search solutions, Serverless and much more. His work includes engagements with Ericsson, SAP, Intact Insurance, Videotron, RONA, Geotab and Desjardins Bank, just to name a few. Backed by three masterâs degrees and Elastic certifications, Yasir brings deep technical expertise and proven global delivery experience. Linkedin: [https://www.linkedin.com/in/yasirzaidi/](https://www.linkedin.com/in/yasirzaidi/)
Spots are limited, so don't miss out!
HEY YA! 2000s Video Dance Party - POP/INDIE/DANCE/ROCK/ELECTRONIC/HIP HOP/EMO
Fri May 15, 2026 - Living On Video presents
HEY YA! All 2000âs Video Dance Party with DJ's Lazarus & BeKindRewind - POP / INDIE / DANCE / ROCK / ELECTRONIC / HIP HOP / EMO
ONLY $10 Advanced: https://HeyYaMay15.eventbrite.ca
DANCE to VIDEOS from The Killers, Missy Elliot, Gwen Stefani, Ladytron, Outkast, Lady Gaga, Daft Punk, Flaming Lips, Eric Prydz, Black Eyed Peas, Britney Spears, Green Day, Benny Benassi, Beyonce, Muse, Madonna, Chemical Brothers, Missy Elliot, Katy Perry, Radiohead, Pink, Nine Inch Nails, Sean Paul, LCD Soundsystem, Rihanna, Jay-Z, Linkin Park, Deadmau5, System Of A Down, Goldfrapp, White Stripes, La Roux, Pitbull, Bloc Party, Friendly Fires, Eminen, David Guetta, Robyn, Cascada, Coldplay, Nelly, Foo Fighters, 50 Cent, Darude, Lasgo, Armen Van Helden, Red Hot Chilli Peppers, Beck, Armin Van Buren, Fragma, MGMT, Kylie Minogue, Kelis, Kings Of Leon, Franz Ferdinand, Usher, Amy Winehouse, Interpol, Nâ Sync, M.I.A, Hot Chip, Gorillaz, Arcade Fire, The Rapture, Postal Service, Gossip, Justice, Arctic Monkeys, Santigold, U2, Strokes, Justin Timberlake, Yeah Yeah Yeahs, Gnarls Barkley, and YOUR REQUESTS.
Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K
\-\-\-\-\-
Ground Control has 6 giants screens around the venue playing amazing videos of the 2000s.
\-\-\-\-\-
We will also have texting to the screens so you can do a request, shout outs, and even post your party pictures.
Friday May 15, 2026
HEY YA! 2000âs Video Dance Party
POP / INDIE / DANCE / ROCK / ELECTRONIC / HIP HOP / EMO
Ground Control - 1279 Queen St West - Toronto
Lounge 9pm - Dancing 10pm - 19+ event
Only $10 Advanced: https://HeyYaMay15.eventbrite.ca
INVITE: www.facebook.com/events/1465667771918552/
(please SHARE and INVITE your friends)
Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K Y2K
\-\-\-\-\-
SOCIAL:
www.facebook.com/groundcontroltoronto
www.facebook.com/livingonvideoclub
www.facebook.com/djlazarusrocks
www.twitch.tv/livingonvideoclub
www.mixcloud.com/livingonvideo
www.instagram.com/djlazarusrocks
www.twitter.com/djlazarusrocks
Toronto Tech Mixer and Social (Tech / AI / Data / IT) â¨
Whether you're a seasoned tech veteran or just starting out, let's create the ideal afterwork place to meet and chill with other workers in tech - find that new job, expand your network, share ideas, and stay up-to-date on the latest trends in the industry. Let's inspire, innovate, and shape the future of technology in Toronto!
Tech, AI, Data, IT, and more \~
â
\-\-\-\-\-\-\-\-
### Event Details
đ° Cost: Free
đşđĽ Afterwork drinks and social
đ The Goodman Pub and Kitchen (Inside, or ask for Tech Social) - 207 Queens Quay W
đ 6:00pm onwards every Friday
â
**Or RSVP on the website for our Discord / WhatsApp communities, and to see who else is going and what their backgrounds/seniority/interests are:**
đ [Link to Website](https://techsocialtoronto.com/event/meetup)
â
If you cannot find us, ask staff about Tech Social, or ask in the WhatsApp community above.
â
\-\-\-\-\-\-\-\-
### Who Should Attend?
Perfect for **Toronto tech professionals** including:
* **Software Developers & Engineers** (Python, JavaScript, Java, C++, React, Node.js)
* **Data Scientists & Analysts** (Machine Learning, AI, Data Visualization, SQL)
* **Cybersecurity Professionals** (InfoSec, Ethical Hacking, Cloud Security)
* **Product Managers & Tech Entrepreneurs**
* **Students & Tech Graduates** looking to break into tech
* **Career Changers** entering tech industry
* **Remote Workers & Digital Nomads** in Toronto
* **Startup Employees & Entrepreneurs**
* **Digital Marketing & Product Professionals**
* **Senior Engineers** looking to mentor and network
\-\-\-\-\-\-\-\-
### What You'll Experience
* đ¤ **Network with Toronto tech community**
* đź **Job opportunities** and referrals from peers
* đ **Career acceleration** through peer networking
* đŻ **Skill sharing** and tech discussions
* đ§ **Knowledge sharing** on latest tech trends
* đ **Social activities** and games
* đ§ **Learn from peers** about real-world challenges
* đ **Collaborate** on projects and ideas
* đŻ **Mentorship connections** (both ways!)
* đť **Fun, casual atmosphere** \- no matter your seniority level
\-\-\-\-\-\-\-\-
### Event Guidelines
* Support the venue by purchasing drinks/food (no outside items allowed)
* Maintain appropriate behavior and respect for all attendees
* Bring physical ID if required by venue (call ahead to confirm)
\-\-\-\-\-\-\-\-
â
â
*Toronto Canada tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers Toronto Canada tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers*
Match Circle Dinner: A Blind Group Date Experience
**Important:**
**RSVPâing on Meetup does not reserve your spot.**
**To join this experience, you must sign up at [app.cinders.dating](https://app.cinders.dating/matchCircle2?utmSource=meetup) and complete your profile. Only confirmed guests will receive the exact location and details.**
Skip weeks of texting. Meet your mutual matches in a setting that doesn't feel like an awkward first date.
**What to Expect**
Drinks (+ small bites), 8 - 12 singles (balanced gender) looking for similar things.
**How it works**
1. Create your profile on [Cinders](https://app.cinders.dating/matchCircle2?utmSource=meetup).
2. Select 3 things that matter most to you in a partner.
3. We invite a group of singles whose preferences align for a blind group date at a cozy restaurant.
4. Confirm your spot (small registration fee), show up and meet 3-4 of your closest matches in a social setting that doesn't feel like an awkward first date.
The exact date and location will be shared only with confirmed guests.
**[Sign up here](https://app.cinders.dating/matchCircle2?utmSource=meetup)**
**[Cinders](https://cinders.dating/?utmSource=meetup) is a social app designed to help singles skip weeks of dating apps and meet in real life.** Our app learns your preferences and who and what you're into, then matches you into IRL experiences with people you might be aligned with.
**To join this experience, you must sign up at [cinders.dating](https://app.cinders.dating/matchCircle2?utmSource=meetup) and complete your profile. Only confirmed guests will receive the location and details.**
Adopting GitHub in the Enterprise: Best Practices and Strategies
Adopting GitHub in an enterprise environment can significantly enhance collaboration, streamline workflows, and improve code quality. However, successful adoption requires careful planning and implementation of best practices. This presentation will cover key strategies for integrating GitHub into your organization's development processes. We will discuss topics such as setting up repositories, managing access controls, implementing branching strategies, and leveraging GitHub Actions for CI/CD. Additionally, we will explore how to foster a culture of collaboration through code reviews and issue tracking. Attendees will gain insights into overcoming common challenges and ensuring a smooth transition to GitHub, ultimately driving productivity and innovation within their teams.
Key topics covered:
* Setting up single sign-on (SSO) and integrating with existing identity providers
* Configuring Enterprise Account settings and policies
* Organization structure and repository management
* Managing user access and permissions effectively
* Hybrid Model for GitHub and Azure DevOps
* Securing GitHub Actions and workflows
* Implementing shift-left security practices
* Addressing security concerns and ensuring data protection
* Rolling out GitHub Copilot in an enterprise setting
* Leveraging GitHub Apps and integrations for enhanced functionality
* Integrating GitHub with existing development tools and systems
* Monitoring and auditing usage for compliance
*Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.*
Industrial Internet of Things (IIOT) Events Near You
Connect with your local Industrial Internet of Things (IIOT) community
Columbus Arduino Raspberry Pi Enthusiasts (CARPE) (Check Location)
Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration!
This session is open forum to share your current projectsâwhether complete or in progress, itâs all interesting! Whether youâre deep into embedded systems, exploring new ideas, or just getting started, youâll find a welcoming space to collaborate, share, and get inspired.
**New to electronics or curious about tinkering?**
Youâre absolutely welcome. If youâre a beginner and want to experiment, Iâll have a couple of starter kits available so you can try things outâwhether thatâs blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience requiredâjust an interest in learning and building.
While we continue to pursue a more permanent venue for this Meetup, weâll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.
General Business Networking - Columbus
**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.**
Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join.
Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started.
**\*\*This will be a multi-vertical event\*\***
**There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!**
Pack some business cards and come with an open mind!
Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future.
We will have a space for our event to check-in.
The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe).
Name tags will be provided.
Business casual dress code. Job fair attire.
**Remember, it's not who you know, it's who you meet tomorrow!**
We look forward to meeting you at the event!
Sincerely,
Strive Networking Team
*Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.*
*Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*
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
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 âwhat-ifâ 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 Bachelorâs 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)
CONNECTED Westerville Mastermind Group
Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering â a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open micâstyle 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 â just a welcoming space to exchange ideas and keep the local AI conversation moving.
If youâd like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what youâd like to share.
Whether youâre 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)





















