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Yes! Check out high scalability computing events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the high scalability computing events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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High Scalability Computing Events Today

Join in-person High Scalability Computing events happening right now

Introduction to Systemic Design
Introduction to Systemic Design
**Learn to see the system, not just the problem** ​Complex challenges rarely live in one place; they span teams, touchpoints, and invisible connections. ​This session is a hands-on introduction to systemic design: an approach that combines systems thinking and design to help us better understand and work within complexity. In this interactive, learning-by-doing session, you’ll explore how systems thinking and design come together to tackle complex organizational challenges. Instead of jumping straight to solutions, we’ll step back to see the bigger picture - uncovering relationships, identifying patterns, and finding leverage points where thoughtful design can create meaningful impact. ​You’ll work through a practical case, collaborate with others, and leave with new ways of thinking about problems that don’t have simple answers. **👉 To secure your spot, please register via [Luma](https://luma.com/lqfccdiw):** https://luma.com/lqfccdiw (*Meetup RSVPs don’t guarantee a seat*) ​**What you’ll learn** * ​Core principles of systemic design (interconnectedness, leverage points, human-centered thinking) * ​How to map systems and uncover underlying dynamics * ​How to identify patterns and opportunities for intervention * ​How to move from complexity → clarity → action ​**Who this is for** * ​Designers who are tired of surface-level problem solving * ​People who jump to solutions (you know who you are) * ​Anyone curious about how ideas *actually* come together * ​Professionals who want to nerd out, experiment, and learn by doing ​ ​**Format** ​This is a **hands-on workshop**, not a lecture. Come ready to participate, think visually, and collaborate with others. We’ll have pizza and pop — come hungry :) ​ **Agenda** ​5:30 – 6:00 pm \| Arrival \+ settle in ​6:00 – 7:30 pm \| Workshop session ​7:30 pm onwards \| Stay back and connect **Location** ​Career Centre Lounge (Room 287), Rotman School of Management ​105 St. George Street, Toronto ​**In collaboration with Rotman’s Business Design Initiative (BDI)** ​Led by [Emma Aiken-Klar](https://www.linkedin.com/in/emma-jo-aiken-klar-phd/?utm_source=luma), with Service Design Drinks Toronto ([Shivika Sood](https://www.linkedin.com/in/shivika-sood/?utm_source=luma)), this session explores systemic design in a hands-on, practical way. [Service Design Drinks Toronto ](https://linkedin.com/company/sddtoronto?utm_source=luma)is a community of practice - a space to learn, experiment, and connect through service design in an open, accessible way.
Scarborough Weight Loss Challenge
Scarborough Weight Loss Challenge
https://secure.meetupstatic.com/photos/event/5/8/b/f/600_466702719.jpeg Be part of a supportive community of regular people looking to improve their wellness, shed a few pounds and have some fun! Come to our introductory class and learn about our effective and informative 5 week program! Lose up to 10 lbs** in 5 weeks and have the opportunity to win prizes for losing weight! Best of all; learn how to keep the weight off! • Weekly Nutrition Class • Weekly Weigh-in • Personal Wellness Coach to help you! • Support and Motivation • Learn how to keep the weight off! ** As part of a healthy lifestyle you can generally expect to lose around half a pound to 1 pound per week!
Toronto Hottest E-commerce & Amazon Entrepreneurs Networking Event
Toronto Hottest E-commerce & Amazon Entrepreneurs Networking Event
***Tickets must be purchased in advance!*** 🔗: https://www.eventbrite.ca/e/toronto-hottest-e-commerce-amazon-entrepreneurs-networking-event-tickets-1988792622270 Connect with Toronto’s top E-commerce & Amazon Entrepreneurs to create collaborations and partenrships Dress Code: Business Causal **Toronto’s Hottest E-commerce & Amazon Entrepreneurs Networking Event** Stellar Socials by Limitless invites you to an unforgettable evening of networking, collaboration, and opportunity. This event is designed for founders, E-commerce innovators, and Amazon entrepreneurs ready to connect, share insights, and spark growth in one of the fastest-growing business sectors. Whether you’re building a thriving Amazon store, scaling a Shopify brand, or seeking new partnerships and distribution channels, this social mixer is your chance to connect with like-minded entrepreneurs and industry leaders in a stylish, energetic setting. ### **👥 Who Should Attend** 🛒 **Amazon Sellers & FBA Entrepreneurs** 🛍️ **E-commerce Store Owners & D2C Founders** 📦 **CPG & Product-Based Brand Builders** 📈 **Investors & Business Professionals in Retail & Consumer Markets** 💡 **Startup Innovators & Growth Hackers** 🤝 **Marketing, Branding & Digital Agencies** 🏬 **Retail Buyers & Distribution Partners** ### **🚀 Why Attend** ✅ Connect with **e-commerce and Amazon entrepreneurs** ✅ Explore **retail, distribution, and collaboration opportunities** ✅ Gain insights on **consumer trends and digital growth strategies** ✅ Get your brand noticed by **investors and industry professionals** ### **✨ The Stellar Socials Experience** At **Stellar Socials by Limitless**, we curate **high-energy, premium networking events** that bring together ambitious professionals, entrepreneurs, and industry leaders. Our mission is simple: **inspire growth through meaningful connections.** This event is a **relaxed yet engaging social mixer** — no forced pitches, no pressure, just genuine conversations. Whether you arrive solo or with your team, you’ll leave with **valuable contacts, new perspectives, and potential partnerships** to elevate your business. ### 📲 Join Our Community Instagram: **@stellarsocialsbylimitless** Facebook: **Stellar Socials by Limitless** TikTok: **@stellar.socials**
The Lift Nutrition WEIGHT LOSS CHALLENGE
The Lift Nutrition WEIGHT LOSS CHALLENGE
Lose 10lbs in 5 WEEKS and Win Prizes ! Topics will include Metabolism, Carbohydrate addiction, digestive health, label reading, dining out, heart health and many more. $ 50 to Join the Challenge includes: - Weekly Weigh In, Accountability and Motivation - 40 Min nutrition class - Voucher for 'Healthy Meal' - Personalized Meal Plan - Lose 1 - 3lbs a week. To register for your spot: www.ShapingUpCanada.com
[In-person] Curiosity Café – Censorship
[In-person] Curiosity Café – Censorship
The word “censorship” is typically associated with overt exercises of government power, like book burnings, national firewalls, and arrests, which are often defended in the name of protecting public morals (whatever those may be). Today, however, obstacles to the circulation of content and ideas often come in the form of subtler “indirect” restrictions, dictated not by the state but by private platforms and market pressures. In 2022, Disney quietly withheld LGBTQ titles from its streaming catalogue in the Gulf states, with no announcement and no legal obligation to do so. On YouTube, journalists and content creators have described having to alter war coverage or avoid it altogether because the platform’s advertising system can make such reporting financially unsustainable. [A 2024 investigation by The Markup](https://themarkup.org/automated-censorship/2024/02/25/demoted-deleted-and-denied-theres-more-than-just-shadowbanning-on-instagram "https://themarkup.org/automated-censorship/2024/02/25/demoted-deleted-and-denied-theres-more-than-just-shadowbanning-on-instagram") found that, on Instagram, non-graphic images of war were being quietly demoted and users denied any right to appeal (the platform attributed these occurrences to a bug). In each case, no law was passed, no speech or content formally prohibited. Yet critics have argued that these *de facto* restrictions amounted to censorship by other means. Were they right? At our upcoming Curiosity Café, moderated by Yiming Jia and Adrian Ma, we will explore the nature and implications of what we might call “soft” censorship, asking questions such as: * Is censorship still possible in the absence of a *formal* prohibition? * Are the standards of what is and is not acceptable for public consumption being increasingly dictated by private companies? If so, who gets to challenge them? * What is the relationship between censorship and public morals? Where do the morals that censorship ostensibly protects come from? * Is discomfort a legitimate reason to restrict the circulation of speech? Or is discomfort sometimes exactly the point? * Censorship sends a message about what is acceptable and what isn't. To what extent are these messages internalized over time? Join us on Tuesday, May 19th, for a public and moral exploration of these questions and many others! **Space is limited!** **Please obtain a “Pay-What-You-Can” ticket from Curiosity Café at [this link (click here)](https://www.eventbrite.ca/e/curiosity-cafe-censorship-tickets-1989275453431) to attend this event. You need a ticket to be admitted.** See the above link for more info about tickets and other options including a limited number of free tickets. Come and hang out with us, grab food, and read through our handout from 6-6:30pm. Our structured discussion will run from 6:30-8:30pm with a 10 minute break in the middle. Hope to see you there! ***__________________________________________________________________*** This event is brought to you by [Being and Becoming](https://beingnbecoming.org/), a Toronto based non-profit. We aim to create community around exploring everyday concepts and experiences so that we may live more intentional, thoughtful, and meaningful lives. We use philosophy as a tool with which we can come to a richer understanding of the world around us. By offering activities, spaces, and other opportunities for conversation and co-exploration, we hope to enable the meeting and fusion of individuals and their ideas. Everyone is welcome, regardless of background: indeed, we believe the journey is best undertaken alongside explorers from a variety of disciplines, cultures, backgrounds, and experiences. Find out more about Being and Becoming [here](https://beingnbecoming.org/). About the Curiosity Café Series: For those of you who haven’t had the opportunity to join us at our Curiosity Cafés and are wondering what they’re all about: every two weeks, we invite members of our community to come out to the Madison Avenue Pub to engage in a collaborative exploration of our chosen topic. Through these events, we aim to build our community of people who like to think deeply about life’s big questions, and provide each other with some philosophical tools to dig deeper into whatever it is we are most curious about.
Toronto Hottest E-commerce & Amazon Entrepreneurs Networking Event
Toronto Hottest E-commerce & Amazon Entrepreneurs Networking Event
***Tickets must be purchased in advance!*** 🔗: https://www.eventbrite.ca/e/toronto-hottest-e-commerce-amazon-entrepreneurs-networking-event-tickets-1988792622270 Connect with Toronto’s top E-commerce & Amazon Entrepreneurs to create collaborations and partenrships Dress Code: Business Causal **Toronto’s Hottest E-commerce & Amazon Entrepreneurs Networking Event** Stellar Socials by Limitless invites you to an unforgettable evening of networking, collaboration, and opportunity. This event is designed for founders, E-commerce innovators, and Amazon entrepreneurs ready to connect, share insights, and spark growth in one of the fastest-growing business sectors. Whether you’re building a thriving Amazon store, scaling a Shopify brand, or seeking new partnerships and distribution channels, this social mixer is your chance to connect with like-minded entrepreneurs and industry leaders in a stylish, energetic setting. ### **👥 Who Should Attend** 🛒 **Amazon Sellers & FBA Entrepreneurs** 🛍️ **E-commerce Store Owners & D2C Founders** 📦 **CPG & Product-Based Brand Builders** 📈 **Investors & Business Professionals in Retail & Consumer Markets** 💡 **Startup Innovators & Growth Hackers** 🤝 **Marketing, Branding & Digital Agencies** 🏬 **Retail Buyers & Distribution Partners** ### **🚀 Why Attend** ✅ Connect with **e-commerce and Amazon entrepreneurs** ✅ Explore **retail, distribution, and collaboration opportunities** ✅ Gain insights on **consumer trends and digital growth strategies** ✅ Get your brand noticed by **investors and industry professionals** ### **✨ The Stellar Socials Experience** At **Stellar Socials by Limitless**, we curate **high-energy, premium networking events** that bring together ambitious professionals, entrepreneurs, and industry leaders. Our mission is simple: **inspire growth through meaningful connections.** This event is a **relaxed yet engaging social mixer** — no forced pitches, no pressure, just genuine conversations. Whether you arrive solo or with your team, you’ll leave with **valuable contacts, new perspectives, and potential partnerships** to elevate your business. ### 📲 Join Our Community Instagram: **@stellarsocialsbylimitless** Facebook: **Stellar Socials by Limitless** TikTok: **@stellar.socials**
Kant in Practice – Centre for Ethics Workshop (Day 1)
Kant in Practice – Centre for Ethics Workshop (Day 1)
This is Day 1 of a hybrid two day conference presented by the University of Toronto's Centre for Ethics on the theme of "Kant in Practice". Talks will also be streamed online with live chat. The Conference Schedule [DAY 1](https://www.meetup.com/the-toronto-philosophy-meetup/events/314797126/) – Tuesday, May 19 * 14.00-15.30 — [Sergio Tenenbaum](https://philosophy.utoronto.ca/directory/sergio-tenenbaum/) (University of Toronto) – "Virtuous Action and Practical Cognition: Kant Against Contemporary Conceptions of Moral Worth" * 16.00-17.30 — [Arthur Ripstein](https://philosophy.utoronto.ca/directory/arthur-ripstein/) (University of Toronto) — "System, Progress and Kant’s Four Questions" Please note: per UofT custom, these talks will start promptly at 10 minutes past the hour. [DAY 2](https://www.meetup.com/the-toronto-philosophy-meetup/events/314797218/) – Wednesday, May 20 * 11.30-13.00 — [Garrath Williams](https://www.lancaster.ac.uk/global-affairs/people/garrath-williams) (Lancaster University) – "The Groundwork Lays the Ground for Right" * 14.00-15.30 — [Alice Pinheiro Walla](https://experts.mcmaster.ca/people/pinheiro) (McMaster University) – "Legal Equality and Social Inequality: Insights from Kant’s Doctrine of Right" The talks will also be streamed online with live chat [here](https://www.youtube.com/live/0xJpCCkNruo?si=lrl-P8BoLWjhC_My) (Day 1). To attend in person, you can email Garrath (g.d.williams@lancaster.ac.uk) to register and receive updates. About the Centre for Ethics (http://ethics.utoronto.ca): The Centre for Ethics is an interdisciplinary centre aimed at advancing research and teaching in the field of ethics, broadly defined. The Centre seeks to bring together the theoretical and practical knowledge of diverse scholars, students, public servants and social leaders in order to increase understanding of the ethical dimensions of individual, social, and political life. In pursuit of its interdisciplinary mission, the Centre fosters lines of inquiry such as (1) foundations of ethics, which encompasses the history of ethics and core concepts in the philosophical study of ethics; (2) ethics in action, which relates theory to practice in key domains of social life, including bioethics, business ethics, and ethics in the public sphere; and (3) ethics in translation, which draws upon the rich multiculturalism of the City of Toronto and addresses the ethics of multicultural societies, ethical discourse across religious and cultural boundaries, and the ethics of international society. The Ethics of A.I. Lab at the Centre For Ethics recently appeared on a list of 10 organizations leading the way in ethical A.I.: https://ocean.sagepub.com/blog/10-organizations-leading-the-way-in-ethical-ai

High Scalability Computing Events This Week

Discover what is happening in the next few days

DC416 — AI Fight Club: Talk + Workshop
DC416 — AI Fight Club: Talk + Workshop
Everyone is shipping "AI-powered" security. Almost no one is honest about where it works and where it guesses. This month, two DC416 organizers run the same fight from opposite corners. The Thursday talk frames it. The Friday workshop puts it in your hands. THE TALK Amir Hosseinpour covers offense. A year of pointing AI at real production code, plus everything DC416 has tried as a community. Where it actually finds bugs, where it just burns tokens and lies to you about it, and the scaffolding that gets any frontier model behaving the same way regardless of vendor. Cost numbers. The kind that make you reconsider whether that last scan was worth it. And an honest answer to when you should put the LLM down and read the code yourself. KC Udonsi covers defense. Most blue-team tooling was built assuming a human reads every alert. AI breaks that assumption in ways that are not obvious until something goes wrong. KC built his own AI-native breach detector and is running it live, in the room, against real attack data from a Wizard Spider emulation. Not a vendor demo. His own code, real data, in front of the audience. THE SPEAKERS Amir Hosseinpour — DC416 Co-Organizer Drives DC416's offensive AI experiments. Spends his weeks pointing frontier models at real production code, real CVEs, and real bug bounty surface, and writing down what actually moves the needle versus what just burns money. KC Udonsi — DC416 Co-Organizer CISSP. University of Toronto Computer Science. Co-creator of OpenSecurityTraining2's Vulnerabilities 1001 class. Inventor on a TD Bank patent for continuous verification and response platforms. Current focus: AI-native application security and where automation earns its keep on defense. DETAILS Date: Thursday, May 21, 2026 Doors open: 6:15 PM Talk starts: 6:45 PM Location: downtown Toronto, hosted by Stan **Cost: Free RSVP Here: https://events.defcontoronto.ca** WORKSHOP FOLLOW-UP Friday, May 22 — hands-on workshop, 10 AM to 3 PM, hosted by Palo Alto Networks downtown Toronto. Five hours, three mentors (Amir, KC, and Jeet). Build a red-teaming agent from scratch in the offense half, then flip sides and build the core of an AI-native breach detector in the defense half. Bring a laptop. AI access is provided. Only 50 spots available. **Cost: Free RSVP Here: https://events.defcontoronto.ca** SPONSORS Huge thank you to Stan, Palo Alto Networks, and White Tuque for making this possible.
Panel Discussion: Intellectual Property in the Era of Vibe Coding
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
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.
Techalicious Meet & Greet
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!
High Park Yoga
High Park Yoga
**\~Please [SIGN UP here](https://calendly.com/breathinginnature/yoga-in-nature) for free before the class\~** [Click here for a map of the exact location](https://goo.gl/maps/x1YMV41Bmhcf7chb6). My community classes in High Park are by donation, for all bodies, and no experience is required. What is yoga? We combine breath, movement and awareness, all in the healing nature of High Park. **What to bring?** * Yoga mat (optional - the grass is nice to yoga on) * Water * Weather-appropriate clothing/ blanket for relaxation We yoga rain or shine. There is shelter if we need it. [Exact location](https://maps.app.goo.gl/9424Zn5G1Xf4kTEj7), close the the High Park Forest School by the North Gate (short walk from High Park Subway station, Bloor and High Park intersection). My classes are by donation, or pay what you can. It's also drop-in, so feel free to just show up. Donations can be made at the class in person, via our [Breathing in Nature Gift Economy](https://www.breathinginnature.com/gift-economy/) or e-transfer to nici@breathinginnature.com. On average folks donate between $5-$30 per class. Please don't hesitate to contact me if you have any questions. 416.885.0583 If you are wondering who I am and what I do, feel free to check out my my [website](https://www.breathinginnature.com/), [Instagram](https://www.instagram.com/breathinginnature/), [Facebook](https://www.facebook.com/nicole.bohr) page, [my bio](https://www.breathinginnature.com/about/), or [my LinkedIn](www.linkedin.com/in/nicoleczerwinski/).
Python Toronto May Meetup: May 21st at Thomson Reuters
Python Toronto May Meetup: May 21st at Thomson Reuters
Python Toronto is back! Join us for our May meetup at the **Thomson Reuters office at 19 Duncan Street, Toronto, ON M5H 3H1 on Thursday, May 21, 2026 at 6:00pm!** If you are interested in giving a talk, we'd love to have you! Please fill out this form – [Submit a Python Toronto talk](https://docs.google.com/forms/d/e/1FAIpQLSfpNKB0Sbs893xp72M4TxmYGrTyLm4Nh1SSXnCqChP9mx6_9A/viewform?usp=header)! Talks are typically short, typically 5 to 10 minutes, and up to 20 minutes if you've really got something to say, and on any topic that would be interesting to a room of Python people. This can be a Python library that has helped you, a research paper you've enjoyed, or an interesting application of AI. The Python meetup is a casual, community-oriented meetup hosted by companies that use Python in Toronto. Talks are short, informal, and sometimes ad-hoc. Space is limited! Register now to hold your spot. **When / Where** * When: **May 21, 2026, 6:00pm to 8:30pm.** * Where: **Thomson Reuters Office - 19 Duncan Street, Toronto, ON M5H 3H1** Come early to enjoy **snacks** and **drinks** provided. **Code of Conduct** Python Toronto is dedicated to providing a welcoming, harassment-free experience for everyone, regardless of gender, gender identity and expression, age, sexual orientation, disability, physical appearance, body size, race, ethnicity, religion (or lack thereof), or technology choices. We do not tolerate harassment of any form. Sexual language and imagery is not appropriate for this venue, including talks, workshops, parties, Twitter and other online media. Meetup participants violating these rules may be sanctioned or expelled from the meetup (without a refund where applicable) at the discretion of the meetup organizers. Please email elaine@eswong.ca to report any issues.
Prediction-Making AI and Alignment
Prediction-Making AI and Alignment
**This is a ticketed event. Please register at [this link](https://luma.com/9cs5o16b).** ​Rubi will cover two topics at the intersection of prediction-making AI and AI alignment: 1. ​How to align prediction making AI 2. ​How to use predictions in the alignment of general agents ​This talk will discuss problems in using AI for predictions and how we might solve them, along with the implications for aligning powerful AI systems. ​​​**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 ​​​​​​If you can't make it in person, feel free to join the live stream starting at 6:30 pm, via [this link](https://www.youtube.com/@Trajectory-Labs/live).

High Scalability Computing Events Near You

Connect with your local High Scalability Computing community

Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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
Building Agents with Microsoft Agent Framework
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.
Ohio Fight club
Ohio Fight club
We are a real world Martial arts group. \ Called DO JUNG ISHU (the art of fighting) \ Based off of Jeet kune do we just continued where Bruce Lee left off. \ We have been around a while. \ Every week we get together and work technical skills and full contact spar. \ Almost all of the instructors have been in everything from street fights to the ring and some still compete in cage fighting. \ If you want to take your skills up, improve your confidence, gain self defense skills, get in better shape, test yourself or just want to kill some time and possibly get hit a bit come on down. \ We will be located at 3923 N High St, Columbus, OH 43214 Outside in the grass between the playground and horseshoe area. our instructors are normally in a black and red art of fighting shirt \ if you can not find us call or text me at 6143570295 Saturday 1:30pm Wednesday 5:45pm From Age 16 and up. attendees under the age of 18 must have a guardian with them. \ Wear workout clothes. \ Bring a MOUTHPIECE! \ WE HAVE GLOVES. \ $10 per class $5 per class if you are wearing a club shirt Club shirts are $25 Hope to see you soon. \ let me know if you have any questions :)
TBD
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
Fundamentals: by do Jung Ishu/ the art of fighting
Fundamentals: by do Jung Ishu/ the art of fighting
We are a real world Martial arts group. \ Called DO JUNG ISHU (the art of fighting) \ Based off of Jeet kune do we just continued where Bruce Lee left off. \ We have been around a while. \ Every week we get together and work technical skills and full contact spar. \ Almost all of the instructors have been in everything from street fights to the ring and some still compete in cage fighting. \ If you want to take your skills up, improve your confidence, gain self defense skills, get in better shape, test yourself or just want to kill some time and possibly get hit a bit come on down. \ We will be located at 3923 N High St, Columbus, OH 43214 Outside in the grass between the playground and horseshoe area. our instructors are normally in a black and red art of fighting shirt \ if you can not find us call or text me at 6143570295 Saturday 1:30pm Wednesday 5:45pm From Age 16 and up. attendees under the age of 18 must have a guardian with them. \ Wear workout clothes. \ Bring a MOUTHPIECE! \ WE HAVE GLOVES. \ $10 per class $5 per class if you are wearing a club shirt Club shirts are $25 Hope to see you soon. \ let me know if you have any questions :)
Quarterly Community Gathering
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)
DoJo (Informal Python Meeting)
DoJo (Informal Python Meeting)
**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9