Cloud Infrastructure

Do you want to improve your Public Speaking skills, your Impromptu Speaking skills, learn how to present Feedback with Evaluations, and build your Leadership skills? If the answer is YES to any, attend SUN LIFE SPEAKERS CORNER online for an informative and fun filled session each Tuesday at Noon EST/EDT (except following a Holiday Monday). Guests/Visitors are welcome to participate in the Table Topics (impromptu) session. Join and become a Member to have access to all roles and Pathways, the education system. Please email info.sunlifespeakerscorner@gmail.com for the Zoom link.

Visit our Royal Lunch'n'Learn Toastmasters Hybrid meeting, meet people and develop your communication and leadership skills. At today's meeting we will be discussing how "The Gift of Failure" can contribute to improving your life and the lives of others. This is a HYBRID event and so you can choose to join us in person, or online. We would like to encourage you to join us at noon! Reach out to us to receive the WebEx link or to reserve your seat. **What to expect:** Find out first-hand what it means to participate in a club meeting. * Watch as one of our members delivers a Prepared Speech. * Learn and practice how to think fast on your feet with an impromptu Table Topics session. * Witness how to give and receive constructive feedback to help encourage and build confidence with our members. Practice the skills you need to communicate with confidence and excellence. Experience a club meeting with Royal Lunch'n'Learn Toastmasters. It all starts with a fun club environment where you will learn and practice together—to grow individually. Contact us to get the Webex link. Get yourself back in gear this January and we can help you get started in moving forward. We also meet in person (Hybrid meetings) so you have the option of in person or online. Normally we are at RBC Wellington Square on the 2nd and 4th Tuesday of the month (check for variations in our schedule) - this week we are meeting at RBC Centre, in the Executive Conference Centre at 155 Wellington St West (diagonally across from our normal location) on the 11th floor, in the "Australia Room". Plus, all our meetings are online which is super accessible! Guests are **free** to join us for their first three regular meetings - **contact us** to schedule your visit or ask us anything! contact-3648173@toastmastersclubs.org

( SOLD-OUT ) ## Overview \*\*\*Four of today's most acclaimed writers visit the Salon to explore the nature of ***imagination***. **Join four of today's premiere literary artists as they explore the role of the imagination in contemporary literature.** ***FREE Eventbrite ticket link is below***. Check your calendars. Can you attend? You will need an entry ticket--follow through please. The novels of Patricia Lockwood, Elif Batuman, Sheila Heti and Gwendoline Riley each take a different approach to the relationship between imaginative and real-life elements. Some have been classified as autofiction, while others are products of so-called "pure imagination". What does all this mean? Imagination. **So when does a piece of writing become fiction? What is proper admixture of observation and imagination? What is the imagination, anyway?** **NOTE: In this once-in-a-lifetime gathering of talent, Lockwood, Batuman, Heti, and Riley discuss some of the fundamental questions of art-making, and expose the innermost nature of their creative processes.** **ABOUT THE GUESTS:** **Patricia Lockwood** is the bestselling author of *No One Is Talking About This*, a novel which was a finalist for the Booker Prize, and a memoir, *Priestdaddy*, which won the Thurber Prize and was named one of the 10 Best Books of 2017 by *The New York Times Book Review*. She is a contributing editor at the *London Review of Books*, and her essays and reviews appear regularly in *The New Yorker* and *The New York Times*. **Elif Batuman**'s first novel, *The Idiot*, was a finalist for the Pulitzer Prize and for the Women's Prize. The sequel, *Either/Or*, was published in 2022. She is also the author of *The Possessed: Adventures with Russian Books and the People Who Read Them.* She has been a staff writer at *The New Yorker* since 2010, and holds a PhD in comparative literature from Stanford. **Sheila Heti** is the author of eleven books, most recently *Alphabetical Diaries*, a novel which was named a Best Book of the Year by *The New Yorker* and a *New York Times* Critic Top Book of the Year. Her novels include *Pure Colour, Motherhood,* and *How Should a Person Be?,* and her books have been translated into twenty-four languages **Gwendoline Riley** is the author of *My Phantoms*, which was shortlisted for the Folio Prize; *First Love*, which won the Geoffrey Faber Memorial Prize; and *Cold Water*, which won the Betty Trask Award. In 2018, the *Times Literary Supplement* named her one of the twenty best British and Irish novelists working today. Her forthcoming novel, *The Palm House*, will be published in April 2026. **FREE ticket link--for ENTRY--** https://www.eventbrite.ca/e/what-is-imagination-lockwood-batuman-heti-and-riley-tickets-1974936293618?aff=ebdsoporgprofile

Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-toronto-january-ai-meetup-20251118) to view the agenda and guarantee a spot. Welcome to the most electrifying and ground-breaking AI Meetup in Toronto! Join us once a month as we delve into the world of artificial intelligence, explore its cutting-edge practical applications, and marvel at the astonishing projects that are shaping our future. Why should you attend? • Get up close and personal with the AI projects that are redefining the boundaries of technology and human potential. • Learn from the brightest minds in the field and gain valuable insights into the ever-evolving AI landscape. • Unleash your curiosity, fuel your creativity, and expand your network as you connect with fellow AI aficionados and pioneers. What you can expect? Mindstone events consist of three talks covering different aspects: • What I Learned Building With LLMs: A technical demo breaking down the process for building a product using AI with real-life learnings and insights. • How To Be More Productive Using AI: A practical demo and step-by-step guide on how to use AI to speed up and improve tasks. • What Does The Future Look Like With AI?: A theoretical talk on the impact of AI on work, life and society. After the talks we'll have pizza, drinks, and networking. Don't miss out on this extraordinary opportunity to witness the AI revolution in action. It's time to embark on a thrilling journey into the future and discover the endless possibilities that lie within the realm of artificial intelligence. Reserve your spot today for the ultimate AI experience! 💡✨ (https://community.mindstone.com/events/mindstone-toronto-january-ai-meetup-20251118) Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-toronto-january-ai-meetup-20251118) to view the agenda and guarantee a spot.

This month, we’re switching things up. Instead of hosting our usual SD Drinks meetup, we’re inviting the group to **attend another event together**: **Strategic Foresight for Driving Organizational Transformation**, hosted by Rotman BDI. Strategic foresight i.e. our ability to anticipate and plan for change already comes up often in our SD conversations. This event explores those ideas in practice, with a case study led by the **Centre for Social Innovation**, adding a layer we deeply care about as designers: meaningful impact and tackling complex, wicked problems. It’s a topic that feels highly relevant to service design, strategy, and systems thinking, and one we know will resonate with the group. 📅 **Date & time:** February 10, 5:30 pm 📍 **Location:** Rotman School of Management, Room 1065 105 St George Street, Toronto, ON M5S 3E6 🎟 **Tickets:** Please register directly via the host’s Eventbrite page [ https://www.eventbrite.ca/e/strategic-foresight-for-driving-organizational-transformation-tickets-1981007188829](https://www.eventbrite.ca/e/strategic-foresight-for-driving-organizational-transformation-tickets-1981007188829) **Why join as a group?** This is a great opportunity to: * explore a topic deeply relevant to design, strategy, and systems thinking * be inspired by practical foresight frameworks and perspectives * connect with others, thinking about long-term impact and change **How we’re doing this:** Some of us have already registered and plan to attend together. After the event, we’ll grab a drink nearby to continue the conversation — optional, casual, and very SD Drinks 🍻 If you’d like to coordinate or chat ahead of time, the conversation is happening in our Discord event chat: [https://discord.gg/Qc434j5T](https://discord.gg/Qc434j5T) Hope you can join us, see you there!

Presentation of the first data visualisation published by the Clay-Gilmore Institute for Philosophy, Technology, and Counterinsurgency The works assembled in this talk emerge from the CG-IPTC's inquiry into the algorithmic management of racialized life — a condition in which the logic of counterinsurgency has migrated from the battlefield to the domestic sphere. Through predictive analytics, biometric surveillance, and spatial policing technologies, contemporary security practices now enact strategies once reserved for the governance of colonized populations. Our central concern is not simply that artificial intelligence and predictive policing reproduce racial bias, but that they embody the very strategic grammar of militarized population control. Miron J. Clay-Gilmore https://philosophy.utoronto.ca/directory/miron-j-clay-gilmore/ Postdoctoral Research Fellow Department of Philosophy University of Toronto About the Speaker: Miron J. Clay-Gilmore is a Postdoctoral Research Fellow in the Centre for Ethics and the Schwartz Reisman Institute for Technology and Society at the University of Toronto. Dr. Clay-Gilmore’s research explores how artificial intelligence, big data, and predictive policing operate within broader regimes of counterinsurgency and state violence. By situating contemporary AI systems within longer genealogies of Western militarism and colonial administration, his scholarship reveals how the management of life and death—what he terms the technologization of counterinsurgency—defines the moral and political boundaries of modern societies. His publications have appeared in *AI and Ethics, Res Philosophica, American Philosophical Quarterly,* and *The Journal of African American Studies.* Across these works, Dr. Clay-Gilmore bridges Africana philosophy, social and political thought, and the philosophy of technology to illuminate how power, race, and computation shape the contemporary human condition. Through the CG-IPTC, Dr. Clay-Gilmore leads a pioneering interdisciplinary initiative that integrates philosophical inquiry, data analysis, and public education to interrogate the ethical and political consequences of emerging technologies. The Institute develops research clusters, public-facing media, and digital infrastructures that expose the interconnections between technological innovation, governance, and racialized violence. **\* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \*** This is a talk with audience Q&A presented by the University of Toronto's Centre for Ethics that is free to attend and open to the public. The talk will also be streamed online with live chat [here](https://youtube.com/live/s2okrHEoiZ0?feature=share). 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

**Experience the Arka Brotherhood: A Transformative Community for Growth-Oriented Men** Looking to connect with other men on a deeper level? This gathering is a chance to experience *Men’s Work*—a powerful space for growth, reflection, and connection. Led by members of the **Arka Brotherhood**, this free 75-minute session offers a glimpse into the kind of work we do in our weekly circles. **What to Expect:** * A short intro: “What is Men’s Work?” * Core practices and activities from our weekly meetings **This Is For You If:** * You’re seeking real connection and community with other men * You want to develop leadership, self-discipline, or emotional intelligence * You’re ready to confront limiting beliefs and grow * You’re curious about Men’s Work but not sure where to begin *** **Event Details** 📅 **Date:** Tuesday, February 10, 2026 🕕 **Time:** Doors open at 6:00 PM, event starts promptly at 6:15 and ends at 7:30 PM 📍 **Location:** 918 Bathurst St, Toronto, ON M5R 3G5 – Sun Room 🎟️ **Free to attend. RSVP required—space is limited.** *** **About the Arka Brotherhood** Arka is a weekly men’s group committed to integrity, accountability, and brotherhood. Our members come from diverse backgrounds and share a commitment to personal growth. We welcome all men—regardless of age, race, faith, or sexual orientation—who are ready to show up honestly and do the work. **Learn more about our 14 Point Code and values:** [The Code – ARKA Brotherhood](https://arkabrotherhood.com/the-code/)

Let's learn Agentic AI! Welcome to our [KSUG.AI Americas](https://us1.ksug.ai) meetup! **Latest promotions** discovered by our community! * **50%** off [Linux Foundation](https://gk.ksug.ai/) EXPIRED, [Get Notified](https://ksug.ai/?notify&ref=meet) for next BIG one! * **30%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) Stop Babysitting LLMs, Start Shipping. PRs got bigger, not better. Seniors are burning hours on AI bug hunts while *throughput stays flat*. Encode your existing **SDLC** into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed **CI**. ## **Swarm Architecture** Encodes a full SDLC loop (**issue** → **spec → plan → PR** → **gate** → **deploy**) in a gated **45-agent swarm** you can explore after the talk. ## **Shift Left** **Mutation-on-diff** and **contract/schema checks** wired into your agentic flow before review. Reduce **review pain** instead of just generating more code. ## **Failure Modes & Guardrails** Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers. ## **Takeaways** * ✓You'll leave with a working **demo swarm repository** you can clone into your own repos, and a clearer way to decide when to lean on **tokens versus human review**. * ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and **review pain**. * ✓The talk and swarm will be released under **Apache 2.0**. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.* **Volunteers / Sponsors / Speakers:** [KSUG.AI](https://ksug.ai/?ref=meetup) is actively seeking speakers & sponsors to support our KubeSmart & AI community. Whether it is by offering venue spaces, providing food, or financial support. Sponsors will not only speak at our meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 31,000+ Cloud Native + AI enthusiasts globally. [Volunteering](https://volunteer.ksug.ai/), [Submit Topics](https://speaker.ksug.ai/), [Sponsor Us](https://sponsor.ksug.ai/)! 🚀 **Let's be [kubestrong](https://www.linkedin.com/company/kubestrong/)!** 🎉 Please take a note this event is organized by our peers. We thought it's useful to our members. Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ **30%** OFF [#CNCF Certs](https://cka.ksug.ai/) \- code **30K8SUG** ☸ **37%** OFF [#KodeKloud plans](https://ksug.ai/kk/?ref=meet) \- code **K8SUGKK** 𝟏𝟖𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/discount/?ref=meetup)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 [KSUG.AI - KubeSmart & AI User Group](https://linkedin.com/company/k8sug) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meetup)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

Stop Babysitting LLMs, Start Shipping. PRs got bigger, not better. Seniors are burning hours on AI bug hunts while *throughput stays flat*. Encode your existing **SDLC** into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed **CI**. ## **Swarm Architecture** Encodes a full SDLC loop (**issue** → **spec → plan → PR** → **gate** → **deploy**) in a gated **45-agent swarm** you can explore after the talk. ## **Shift Left** **Mutation-on-diff** and **contract/schema checks** wired into your agentic flow before review. Reduce **review pain** instead of just generating more code. ## **Failure Modes & Guardrails** Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers. ## **Takeaways** * ✓You'll leave with a working **demo swarm repository** you can clone into your own repos, and a clearer way to decide when to lean on **tokens versus human review**. * ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and **review pain**. * ✓The talk and swarm will be released under **Apache 2.0**. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.*

Elastic and Toronto Women's Data Group are happy to partner together on a community meetup in Toronto! Hear from two leading data professionals, who will share their insights on the Data/ML field, hard-earned lessons, and what the day-to-day really looks like. Whether you’re looking to learn, considering a pivot or advancing your career, this event is for you! Speakers: \- Jen Smith \- VP Engineering \- Jessica David \- Principal Data Engineer Schedule (subject to change): 6:00 pm - Doors open 6:30 pm - Speaker sessions, Q&A 8:00 pm - Networking/chatting Allies are welcome to attend, with the understanding that these events are focused on spotlighting the career experiences of women. **When:** February 12th 6:00 pm **Location:** 8 Spadina Ave See you there!

**Ideas Worth Saying Out Loud — Practice Session** Do you get nervous before speaking in meetings, presentations, or on stage? You’re not alone — and you don’t have to let fear hold you back. In this session, our gentle focus is: **Feeling Less Nervous on Stage**. Using **improv-inspired exercises** and small group activities, we’ll explore ways to: * Reduce stage anxiety and nervous energy * Speak with more confidence and presence * Express your ideas clearly, even when you feel nervous * Practice breathing, pausing, and grounding yourself before speaking No experience with public speaking or improv is needed. You can participate at your own pace and speak as much or as little as you want. This is a **safe, low-pressure environment** designed to help you feel calmer, more present, and more yourself on stage. **Come join us, practice speaking out loud, and take the first step toward speaking with confidence.**

For the event details and registration use the user group event link: [TFPUG Feb 2026 Event - Fabric Real Time Intelligen... - Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-Power-BI-User/TFPUG-Feb-2026-Event-Fabric-Real-Time-Intelligence/ev-p/4948482) The RSVP here is not considered a registration and it's just to announce the event to the meetup community. TFPUG Team [Toronto Fabric & Power BI User Group | Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-User-Group/gh-p/TorontoFabricUserGroup) [Toronto Fabric & Power BI User Group | Meetup](https://www.meetup.com/toronto-fabric-user-group/) [Toronto Fabric & Power BI User Group | LinkedIn](https://www.linkedin.com/company/toronto-fabric-user-group/)

Start the weekend off right! Take charge of the stage every Friday night at Cloud Nine in Ajax 10pm -2am. Click on the links to see some of the amazing singers that light up the show. [Cloud Nine Karaoke singers](https://www.facebook.com/share/v/1KqHL9Q53E/) [Cloud Nine Karaoke Talent](https://www.facebook.com/share/v/1CG4CFy6kJ/) [Cloud Nine Karaoke on fire](https://www.facebook.com/share/v/19TKBSnLeF/)

Important Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026021214) (Due to room capacity and building security, you must pre-register at the link for admission) **Description:** Welcome to the AI meetup in Toronto. Join us for deep dive tech talks on AI, GenAI, LLMs and machine learning, food/drink, networking with speakers and fellow developers. **Speakers/Topics:** \- Gleb Otochkin \(Google\) Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 10,000+ AI developers in Toronto or 500K+ worldwide.

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

Google is leading the AI revolution—don't miss your chance to stay ahead of the curve. Join GDG Cloud Indy for an immersive session where we bridge the gap between AI experimentation and enterprise production. We are thrilled to feature two expert-led deep dives into the Google AI ecosystem, designed for Cloud Architects, Developers, and AI enthusiasts alike. **The Lineup:** **11:00 AM \|** **Getting Started with Google Gemini** Speaker: Vaidehi S. Tripathi\*\*,\*\* Cloud Advisor, GDE, GDG Organizer (Cloud Indy) Focus: A walk-through of Gemini and multimodal models to boost daily productivity. **11:30 AM \|** **Google AI Studio vs. Vertex AI: The Path to GenAI** Speaker: Olga Scrivner, PhD, Google Cloud & GenAI Leader, WTM Ambassador, IEEE Humanitarian Tech Chair (Indy) Focus: Navigating the journey from rapid prototyping in AI Studio to production-ready deployments in Vertex AI. **The Perks:** 🎁 Exclusive GDG Swag for attendees! 🍕 Pizza & Soft Drinks (for in-person guests). 🤝 Networking & Q&A with local industry leaders. **Meeting Link:** meet.google.com/wia-ygtn-fmc Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/ See you there! This is a hybrid event. Join the event virtually at: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/ or in person at: Zionsville Town Hall - 1100 West Oak Street Zionsville, 46077 *** *** **About the Speakers :** **Olga Scrivner -** PhD\*\*,\*\* a certified Google Cloud and GenAI Leader, IEEE Humanitarian Technologies Chair (Central Indiana), and Women Tech Makers Ambassador In this talk, we’ll walk through Google’s primary generative AI platforms: **Google AI Studio** and **Vertex AI**. We’ll explore what each tool is designed for and how developers typically begin their journey with Google’s AI ecosystem. Using **Google AI Studio**, we’ll demonstrate how you can experiment with Google’s **Gemini models** to create and test ideas, from text generation to image and video creation. We’ll also discuss how these early experiments can later connect to **Vertex AI** for production use cases. **Vaidehi Tripathi** \- Elevance Health \(Cloud Advisor\) Founder and Organizer GDG Cloud Indy. Google Developer Expert-GDE. Vaidehi is a Cloud Advisor at Elevance Health (Formally Anthem) and before that worked as Solution Architecture Manager in Accenture focused on designing solution based on Google Cloud Platform. Vaidehi is a Google certified Architect, Data, Network, Security, Developer, DevOps and Machine Learning Engineer. **Hosted By :** Vaidehi Tripathi, GDG Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/.

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

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 projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. This session will be at the Karl Road Library in Conference Room 1

Come chat about Atlassian tools and best practices at the Reynoldsburg Sunny Street Cafe and Breakfast is on Atlassian! Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian! Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Atlassian --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-reynoldsburg-4/.