Virtualization
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Frequently Asked Questions
Yes! Check out virtualization events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the virtualization events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find virtualization events near your location here. Connect with your local community and discover events within your area.
Virtualization Events Today
Join in-person Virtualization events happening right now
Grenoble Security Meetup
First meeting of Grenoble Cybersecurity ! Lets talk security talk . Bring your implementation problems, and suggestions; and lets discuss the imminent problem of having a WiFi attacker in our midst. Have a beer and network with your fellow neighbors.
Location and time: Monday 7pm May 18 2026
**Bishop and Belchers pub**
Church and Bloor St E.
175 Bloor St E. Toronto, ON M4W 3T5 [(416) 591-2352](http://tel:+14165912352/)
SALE LAND PACKAGE SPAIN/PORTUGAL/MOROCCO
**MAY LONG WEEKEND SPECIAL**
**SAVE $$$**
**Was $3,950 NOW $3,555**
**SOLO Was $4,695 NOW $4,297**
CALL ME BY WEDNESDAY MAY 20 6:00PM or while space lasts
(905) 471 7843
**PLEASE NOTE -THERE IS A LOT OF INFORMATION ON THIS TRIP -Meetup will not let me post it all. For the FULL Itinerary - please email me at traveltheworldhorizons@gmail.com and I will send it you you. It is important for you to have the most info you can get to make a decision**
HI EVERYONE
SO EXCITED TO BRING BACK THE SPAIN PORTUGAL MORROCCO LAND PACKAGE I BOOKED FOR YEARS!
This is land not a cruise!
14 Days - 3 Countries -11 Cities!
13 Breakfasts - 5 Dinners
TAILORED BY YOU!
This is ALWAYS our most popular land trip. It is incredible value and an incredible agenda.
If you are looking to get back to a land trip AND travel with an EPIC JOURNEY this is it!
$200.00 Non refundable deposit - call me at (905) 471 7843
occupancy - incredible value for this trip!
$3550.00 Double Occupancy based on 2 sharing including all taxes and fees, - see full list of inclusions at the bottom.
Very limited single supplement spaces ON SALE AS WELL $4297.50
OCTOBER 10 - 23 2026
FLIGHT - We will book through Trafalgar or use your points or I will help you.
Stay extra time at either end.
Meals
* 15 Breakfasts
* 6 Three-course dinners
**First class travel Highlights -What You Can Expect On Your Trip**
An expert Travel Director and professional Driver
Cherry-picked hotels, all tried and trusted
Many meals and daily breakfasts included
City orientation tours
Audio headsets are provided throughout your holiday to enhance your included sightseeing experiences
Luxury air-conditioned coach with Wi-Fi in most countries
Return ferry crossing between Spain and Morocco
Extensive variety of Choice Experiences
On occasion, hotels of similar standard and location may
Sightseeing Highlights
* Casablanca View the Corniche and see the Hassan II Mosque during sightseeing with a Local Specialist
* Fátima Visit the celebrated shrine
* Fes Sightseeing includes a walking tour of the Medina and views of the Royal Palace
* Granada Enjoy a scenic drive to this Moorish city
* Lisbon View Belém Tower and the Monument to the Discoveries on your sightseeing tour with your Local Specialist
* Madrid Sightseeing with your Local Specialist includes views of the Royal Palace, Retiro Park and the Cibeles Fountain
* Marrakesh Visit Bahia Palace and Djemaa el-Fna Square during your sightseeing tour with a Local Specialist
* Rabat View the Mausoleum and Royal Palace during your orientation
* Salamanca Orientation of this university city includes views of the Plaza Mayor
* Seville Sightseeing with your Local Specialist includes views of the Cathedral, Plaza de Espana and Giralda Tower
* Toledo Sightseeing with your Local Specialist includes views of the synagogue and cathedral. Visit a steel workshop
* NOT INCLUDED
* No early check in/late checkout included.
* International flights
* Travel insurance, visas and items of a personal nature.
* Gratuities to Travel Director, Coach Drivers and Local Experts.
*
$200.00 Non Refundable Deposit
You will be crossing by Ferry the Straight of Gibraltar from Spain to Africa - Morocco - this included.
LeeAnn (905) 471 7843
INSURANCE IS HIGHLY RECOMMENDED ASK ME FOR DETAILS
You need a Passport with minimum 6 months remaining from date of arrival. Prices/itinerary can change any time.
Costsaver a division of Trafalgar - YOUR CHOICE
Travel Agency Nexion 380 Wellington St Tower B 6th Floor London #67927204 (519) 660 6966
Hope you can join us for this incredible vacation
Included Sightseeing
Casablanca
View the Corniche and see the Hassan II Mosque during sightseeing with a Local Guide
Fes
Sightseeing includes a walking tour of the Medina and views of the Royal Palace
Granada
Enjoy a scenic drive to this Moorish city
Lisbon
View Belém Tower and the Monument to the Discoveries on your sightseeing tour with your Local Guide
Madrid
See the Royal Palace, Cibeles Fountain and Retiro Park on a sightseeing tour with a Local Guide
Marrakesh
Visit Dar El Bacha and Djemaa el-Fna Square during your sightseeing tour
Rabat
View the Mausoleum and Royal Palace during your orientation
Seville
Sightseeing with your Local Guide includes views of the Cathedral and Giralda Tower
Toledo
Sightseeing with your Local Guide includes views of the synagogue and cathedral, enjoy a visit to a steel workshop
The spaces go FAST so please call me at (905) 471 7843 to get on board.
This is a trip to look forward to!!!
Please read complete agenda!
This is my 13 time booking this amazing vacation! YES! 13 x But not since the Pandemic.
Victoria Day Breakfast Service & Meal Prep: Serving Those in Need
**An opportunity to serve the homeless and those at risk as a group.**
As Toronto Joy begins moving away from Meetup, please register through our website to stay connected and not miss future volunteer opportunities, gatherings, events, and ways to connect with the community:
[Toronto Joy](torontojoy.org)
During this session, we will be helping with preparing breakfast and serving. *We have a great time serving together, lots of good energy and smiles.*
**Only 4 spots are available. If you sign up, please do so with the intention of attending, as the organization relies on our numbers for planning.** We will send a reconfirmation message closer to the date, and if any spots become available, we will reach out to those on the waiting list.
When you arrive at Reception, the staff will guide you to the volunteer room, where you can place your belongings in a locker and meet the group.
Before attending, please review and complete the Toronto Joy waiver form:
[https://forms.gle/1fsK9vYz6b6yDdeBA](https://forms.gle/1fsK9vYz6b6yDdeBA)
Below are simple guidelines from the Ministry on what to wear, safety, etc.:
[https://docs.google.com/document/d/1piAyloECv9YUDkPJuoJBdCmh3x8n1un1rGvJSFIkbs4/edit?usp=sharing](https://docs.google.com/document/d/1piAyloECv9YUDkPJuoJBdCmh3x8n1un1rGvJSFIkbs4/edit?usp=sharing)
Good to know:
* Closed-toe shoes are required.
* Tie back long hair; minimal jewelry.
* Please arrive by **8:30 AM** at the latest so we can plan who will be doing which roles and begin together.
If you can’t make it due to an emergency, please message me as soon as possible 🙏
Grateful to serve alongside you.
Kundalini Yin Yoga "Root Chakra - Grounding" w/ Live Soundbath
Dig your roots deeper and create the safety, security and trust you need before the fiery season of summer begins.
**Join for the full 6 week series or 1 journey at a time.**
*Each week Chris Dub will offer a beautiful combination of Kundalini & Yin Yoga plus Healing Soundscapes for each of you to be immersed in. You will also get to choose what Toro "Qi" Meditation Cushion you would like to use, to build your qi throughout your practice with the incredible "Toro" Qi building technology.*
Join us each week for a Kundalini Yin Yoga Journey themed around the Root Chakra, as we find more stability, security, trust, safety and strength in ourselves. Create positive change for yourself one yoga posture at a time. Each class we aim to spur on the type of grace that leads to unconditional loving acceptance of yourself. You will be given the safe space to open up your mind, process your current life experiences, rejuvenate your spirit, access your creativity, grow your faith and become immersed in source awareness.
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
**This series will focus on reseting your nervous system through specific Kundalini Kriya's and a Guided slowing down of the fast paced, anxious energies we can get caught up in through our day-to-day. We will bring in radical acceptance of, and a surrender to, what 'is'.**
**This surrendering to reality as it actually 'is' supports you to see the road to living in presence. It will become more and more apparent that there is nowhere else you want to be, and you'll be able to more easily remain here.**
**Each journey you will calm your nervous system, ground, centre and open up your heart in real time. Allow yourself to move through stagnant energies in a conscious and loving way, to get your vital life force energy flowing with grace.**
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
We will engage in particular kriya's, asana's, pranayama's, bhanda's (body locks), mantras and meditative techniques to support in awakening your kundalini in a graceful way & mastering your nervous system, mind, breath and your inner world.
This is an integrative experience first and foremost, so we take our time to move forward with a gentle potency. You are encouraged and celebrated to move at your own pace.
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
.:: 𝗦𝗵𝗶𝘃𝗮𝘀𝗮𝗻𝗮 ::.
Every class will have a deep, rejuvenating and integrative shivasana experience with soundbath, which will be different each week including gong, shruti box, steel tongue drum, crystal harp, crystal bowls, shamanic drumming, water stick, medicine songs and more.
**.:: 𝐄𝐧𝐞𝐫𝐠𝐲 𝐄𝐱𝐜𝐡𝐚𝐧𝐠𝐞 ::.**
**𝐊𝐮𝐧𝐝𝐚𝐥𝐢𝐧𝐢 Yin 𝐘𝐨𝐠𝐚** (per class journey)
$30 ($33.90 w/ tax) for 1 in-person journey (7:00 – 8:30 PM)
$50 ($56.50 w/ tax) for a 2-journey pass (2 classes to be used in this 4 week series)
$15 ($16.95 w/ tax) per zoom journey
***NEW 4 Class Pass***
$88 ($99.44 w/ tax) for 4 classes to be used anytime within 1 year of purchasing (In-Person or Online)
$40 ($45.20 w/ tax) for 4 classes to be used anytime within 1 year of purchasing (Online Only)
**𝐄𝐧𝐭𝐢𝐫𝐞 6 𝐖𝐞𝐞𝐤 𝐒𝐞𝐫𝐢𝐞𝐬**
Early Bird: $120 ($135.60 w/ tax)) in-person (includes the online zoom link) ends Feb 13th
Regular Exchange: $130 ($146.90 w/ tax) in-person (includes the online zoom link)
Zoom Classes: $50 ($56.50 w/tax) for all 6
E-Transfer to chris@chrisdubkundalini.com the amount w/ taxes or pay via eventbrite
**\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\***
**.:: 𝐓𝐢𝐦𝐢𝐧𝐠 ::.**
**6 Journey 𝐘𝐨𝐠𝐚 𝐒𝐞𝐫𝐢𝐞𝐬**
**\~ Begins: Monday, May 11th**
**\~ Ends: Monday, June 15th**
Each class is 7:00-8:30 PM
Arrive between 6:35 - 6:55 PM to get settled (Doors close at 7:05 PM)
**Located @ The Soul Sanctuary (303 Pape Ave)**
**\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\***
***Come as you are and bring a water bottle, yoga mat (mats available) and wear comfortable clothing (optional: cushion, blanket).***
**.:: 𝐀𝐛𝐨𝐮𝐭 𝐂𝐡𝐫𝐢𝐬 𝐃𝐮𝐛 ::.**
**Intuitive Healer, Certified Kundalini & Hatha Yoga Teacher, Transformational Teacher & Guide, Quan Yin Energy Healer & Plant Medicine Ceremony Facilitator**
Chris is devoted to cultivating and holding space for you to become more aware of your mental blocks and repressed emotions, which allows this energy to transform into a higher understanding of one’s self and your interconnectedness to all of nature. The result is a high degree of self love which leads to a letting go of past pain, hurt and trauma. Experience increased energy flow and creativity, zest for life, calmed nervous system, amplified self worth and deeper, more meaningful relationships.
Chris is Yoga Alliance, KRI Certified, 3rd Lvl Babaji Kriya Yoga Initiate & holds a Diploma in Social Work. He teaches Kundalini Yoga, Meditation, Self-Awareness Practices, Sound-Healing and Breath-Work classes and events. Chris facilitates transformational retreats and deep healing ceremonies, he also hosts the Sacred Brotherhood Men’s Group and Women’s & Men’s Love Circles. Chris has undergone intensive breath work, bodily cleansing, meditation and self-inquiry to move through chronic pain and find deeper depths of self-love since 2009.
Chris is passionate about supporting you to bring self-awareness and energy flow practices to your daily life so you’re internal GPS can always be online, guiding you to the most heart nourishing and fulfilling experiences.
[CAS]Japanese 🇯🇵& English🇨🇦 Language Exchange🦄🌱 [Queen’s Park]
⚠️日本語の案内は下にあります⚠️
🎟Fee: $5
🌱Payment: Cash or E-transfer
If you choose E-transfer, we recommend sending it **before** arrival to:
✉️canasianstation@gmail.com
🗣Event Style
・This event is 18 + only
・Group-based language exchange
・Small groups of 3–4 people
・Use both Japanese and English to communicate
🕒Schedule
6:15 – 6:30 Check-in
6:30 – 7:10 Round 1
7:10 – 7:15 Seat change
7:15 – 7:55 Round 2
7:55 Wrap-up
💫Friendly Guidelines
• Participants with 2 no-shows may be removed from future events
• This is not a dating or matchmaking event. You cannot request specific people to talk to. If you have an NG (someone you prefer not to be matched with), please let us know in advance
• Photos may be taken for Instagram and event pages. If you do not wish to appear in photos, please inform the organizer beforehand
• Harassment, discrimination, sexual harassment, solicitation, or inappropriate behavior is strictly prohibited. If you notice any issues, please inform the organizer
🤝About This Event (Important)
This is a group-based Language Exchange event.
• One-on-one conversations with Japanese participants
• Conversations with participants of a specific nationality
➡️are not guaranteed.
🎟️参加費:5ドル
🌱支払い方法:現金 or E-transfer
※E-transferをご利用の方は、到着**前に**
✉️Canasianstation@gmail.com
へ送金していただくことを推奨しています
🗣️イベント形式
3〜4人のグループで、日本語と英語を使った国際交流🌏※本イベントは18歳以上限定です。
🕖タイムスケジュール
6:15 – 6:30 Check-in
6:30 – 7:10 第1ラウンド
7:10 – 7:15 席替え
7:15 – 7:55 第2ラウンド
7:55 解散
💫参加にあたって
・2回以上のNo-show(キャンセル無しの無断欠席)があった場合、以降の参加をお断りします
・本イベントはデート・マッチング目的の場ではありませんので、特定の「話したい人」の指定はできません。 ※NGの方がいる場合は、事前にお知らせください
・Instagram・イベントページ用に写真撮影を行う場合があります。写りたくない方は事前にお知らせください
・セクハラ、差別的発言、嫌がらせ、勧誘行為は固く禁止しています。もし見かけた場合は、主催者までご連絡ください
🫶イベントについて
本イベントは Language Exchange(言語交流)を目的としたグループ形式のイベントです。
・カナダ人との一対一での会話
・特定の国籍の参加者との会話
→これらを保証するものではありません。
Virtualization Events This Week
Discover what is happening in the next few days
Techalicious Meet & Greet
Come meet your people!
We're a loose crew of tech hobbyists, coders, tinkerers, AI nerds, Linux geeks, self-hosters, and general wizards of the weird and cool. No agenda, no slides, no sales pitches. Just good conversation over drinks.
Pull up a stool, tell us what you're building, breaking, or obsessing over lately. We want to hear about your home lab, your AI experiments, your side projects, your rabbit holes.
All skill levels welcome, curious beginner or grizzled sysadmin, there's a seat for you. **Drinks are on you. Good conversation is on us.**
See you there!
Panel Discussion: Intellectual Property in the Era of Vibe Coding
When code becomes commoditized, what actually gets protected?
RSVP Link - [https://luma.com/0ktn86g3](https://luma.com/0ktn86g3)
This is an in-person panel discussion hosted at a Dipchand Law office, bringing together experts from legal, AI, and strategy domains to explore how intellectual property is evolving in the age of AI-assisted development and “vibe coding.”
**Why this matters:**
AI tools are rapidly commoditizing software development. The barrier to building products is dropping, shifting the focus from writing code to owning ideas, data, and systems. This creates new challenges around ownership, licensing, and long-term defensibility.
**Key discussion areas:**
* Whether code still holds value as intellectual property
* Ownership of AI-generated code and outputs
* What developers and companies should protect beyond code (data, workflows, architecture)
* Enterprise risks including compliance, governance, and data exposure
* How organizations build defensibility when building becomes easy
**Speakers:**
**Stephano Salani**
Intellectual Property Lawyer, Dipchand LLP
**Yulia Pavlova, PhD**
Applied AI and Governance Leader, RBC Borealis AI
**Mohit Rajhans**
AI Consultant, ThinkStart.ca
**Event details:**
Date: May 20, 2026
Time: 5:30 PM to 7:30 PM EDT
Location: Dipchand LLP Office, Toronto, ON
**What to expect:**
Panel discussion, networking, and Q&A session
**RSVP** - [https://luma.com/0ktn86g3](https://luma.com/0ktn86g3)
Mob Programming at Mofer Coffee
Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together.
Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions.
If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming!
Want to learn by watching how others code and solve problems? Join someone else’s project at this event!
Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event!
**Discord**:
We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event!
https://discord.gg/xwjDdVSw3E
**Event policy**:
* We have 0 tolerance for harassment.
* We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets.
* The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do.
* Please buy a drink, and tip the barista well.
BCX - downtown Toronto - business networking lunch
Virtual meetings - to join our virtual meetings please email info@fitfobrbuisness.ca to get the link.
No fee for the virtual meetings
No travel time
No parking fee
Welcome
Would you like to introduce your business to some new contacts?
Join our members for our regular business networking meeting. BCX was set up by the members for the members. Reasonable membership fees since there are no paid staff. 1st Wednesday of the month is online and the 3rd Wednesday of the month is this in-person one. We meet at Hot House Cafe (35 Church St, Toronto).
All business categories are welcome. $30 includes lunch and meeting. Speaker: One member will do a presentation Business introductions: All participants will introduce their businesses ------------------------------------------------- All business categories are welcome to come and introduce your business to some new contacts.. All are welcome to check us out and hopefully like it enough to stick around and join the membership. For more information please contact Cheryl Rankin, info@fitforbusiness.ca 647-287-0320
Breaking Free from the Matrix – Alternative Lifestyles & Sovereign Living
Join Liberty Labs Toronto for our eleventh meetup on **Thursday, May 21, 2026, at 7:00 PM** near Yonge and Eglinton!
This month we’re going deep on **breaking free from the matrix** — rejecting the default script of modern life and intentionally designing a more sovereign, fulfilling existence. Whether you’re already living it or just exploring the idea, we’ll discuss how libertarians can opt out of conventional paths and build lives aligned with true freedom.
This will be a highly participatory session. Come ready to share (or just listen to) real stories about:
* Van life, digital nomadism, or off-grid experiments
* Minimalism and financial independence
* Polyamory, child-free living, or unconventional relationships
* Intentional communities and voluntary living arrangements
* Any other way you’re breaking free from societal defaults
We’ll talk about the wins, the challenges, the financial realities, and how to navigate family pressure and Canadian legal hurdles while staying true to libertarian principles.
What to expect:
* Open sharing and respectful discussion from attendees
* Complimentary appetizers and a drink ticket
* Everyone who attends will receive a million-dollar Zimbabwe note as a fun take-home reminder of real value vs. fiat illusions
* Connect with 10-20 liberty-minded Torontonians
Venue: Pickle Barrel (2300 Yonge St, at Yonge & Eglinton), right above Eglinton Station. Easy parking in the Yonge Eglinton Centre garage or nearby Green P lots.
RSVP on Meetup to save your spot.
Let’s talk about **breaking free from the matrix** — and inspire each other to live freer, more intentional lives. See you there!
TIAMAT - Transformation through Play (Training / Tier 1 / Toronto)
FIRST TIME IN TORONTO AND SPACE IS LIMITED!
## Some experiences create a **before and after.** This is one of them.
There are workshops. And then there are experiences that truly give you the chance to **reorganize how you see yourself, your work, and the people around you** — that create a genuine fork in the road. TIAMAT is the latter. It has done this for performers, clinicians, seekers, and skeptics across four continents. Now, for the first time, it is coming to Toronto.
This is not a weekend of concepts and takeaways. It is a **full-body encounter with a framework** built at the intersection of cognitive science, philosophy, contemplative practice, and embodied performance — designed specifically to transfer. What shifts in the room follows you home.
We are in a moment of profound disconnection — from purpose, from one another, from a sense that our lives cohere. Most offerings gesture at this problem. **TIAMAT does something about it.** It gives you a living, rigorous, embodied practice for navigating the world differently — and access to a community of people taking that seriously alongside you.
Awaken to Meaning is proud to bring this to Toronto for the first time. **This is a rare opportunity**, and seats are limited.
**Two audiences. One experience.**
Whether you come as a practitioner or as someone who knows something is missing, TIAMAT meets you there.
**Clinicians, Coaches & Therapists:** Sharpen your sense of transference and countertransference in real-time / develop a more robust lens for where clients get stuck - somatically and relationally / expand capacity to track body, affect and relational field simultaneously / deepen self-awareness as your primary clinical instrument / gain a shared language you can bring directly into practice
**Seekers, Builders & The Curious:** A framework that bridges cognitive science, philosophy and lived practice / Real agency over how you think, feel and act - through skill, not willpower / Entry into a fellowship taking the meaning crisis seriously / A language for your inner life that holds under pressure / Transformation that doesn't fade by Monday morning
## **TIAMAT has travelled. Now it visits a new place.**
## Before Toronto, TIAMAT has been delivered across **four continents** – to performers, clinicians, researchers, educators, and people who simply knew something was missing. Each cohort has shaped the practice.
## TAIWAN \| JAPAN \| INDONESIA \| FRANCE \| NETHERLANDS \| CZECHIA \| UNITED KINGDOM \| SINGAPORE \| UNITED STATES \(MAY 2026\)
**Schedule**
\- Friday\, May 22nd \- 6pm to 10pm
\- Saturday\, May 23rd \- 10am to 8pm
\- Sunday\, May 24th \- 10am to 5pm
**Fee:** $650 USD
**Facilitation** by Ethan Hsieh, Taylor Barratt & Dr. John Vervaeke
**For more information** on this and the residential Tier 2 (June 7th - 12th, 2026) please visit [our site](https://awakentomeaning.com/tiamat-training-program-in-toronto-2026/).
Virtualization Events Near You
Connect with your local Virtualization community
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
Rays Of Light Spiritualist Church Service
Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel.
Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger.
Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life.
Please visit our Official Church Website (http://raysoflightchurch.com) for more information.
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.
Casual Boardgames - make friends, then beat them in games
Welcome to Casual Boardgames, where we enjoy classic tabletop games and social deduction games while bonding over good food, drinks, and great conversations.
We started this group to meet new people and make new friends, and bonding over games in a relaxed atmosphere is a great way to do that.
We currently meet near route 23 and Polaris Parkway, and this is close to areas like Powell, Lewis Center, Worthington, and parts of Westerville and Columbus.
Feel free to bring your own games or play one of the many games our members bring. If you are inexperienced, we will help you learn.
Here are just a few examples of the kind of games we play.
Tabletop/board games: Splendor, Catan, Azul, Dominion, 7 Wonders…
Social deduction games: Code Names, Chameleon, Werewords…
IMPORTANT:
1. While we love playing a variety of games and competing, we are not just about the games. We interact and talk while playing, and this leads to a lot of laughter and fun. If you just want to compete and focus solely on the game, then this is probably not the group you are looking for.
2. Many people join groups like this and never (or rarely) show up after weeks or months. If you join and never really come, we will eventually remove you from the group as a courtesy to our members. Why? Because limiting group conversations (on the app) to regular members makes communication and planning much easier. Also, while it may be rare, it protects members from people who join because they are interested in following a person instead of having a real interest in our group. If you get removed, it is just because you haven’t come, and we follow this protocol as a courtesy to our regular game players.
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
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.
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**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.
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✨ 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. 💘 ✨
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)














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