Digital Workflow

🎨🏙️ **GRADEX 111 – OCAD UNIVERSITY ART EXHIBITION & SOCIA**L 🏙️🎨 Emerging Artists, Creative Energy & A Cultural Hangout If you want to feel inspired, this is the kind of event that does it. Join us for GradEx 111 at OCAD University — Toronto’s largest free art and design exhibition, featuring work from over 800 graduating artists and designers. This is a chance to step into the next wave of creativity — exploring everything from painting and photography to design, installation, and experimental work, all in one space. It’s vibrant, it’s varied, and there’s always something that catches you off guard in the best way. This is not a formal tour. It’s a social outing — come explore, react, and experience it together. 👉 📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd) *** 🚶‍♂️ **What We’ll Do** We’ll meet outside and head into the exhibition together, spending about 1.5–2 hours exploring the different displays across the building. You’ll have time to move at your own pace, take it all in, and check out the wide range of disciplines on display. **There’s also:** 🎓 Student work available for purchase 🏅 A special medal-winning exhibition in the Great Hall 🛋️ An alumni lounge space Afterward, we’ll head out to find a nearby spot for drinks or food and keep the conversation going. You’re welcome to join or head out whenever you like. *** 🎨 Vibe & Expectations This is a relaxed, low-pressure event — no art expertise needed. Just: ✔️ Curiosity ✔️ Openness ✔️ A willingness to explore Also — this is NOT a guided tour. It’s about experiencing the exhibition in your own way, while being part of a social group. *** 🧢 Meetup Details 📍 Meetup Location: Corner of Dundas St W & McCaul St (AGO side) 🫎 I’ll be wearing my Moose Hat ⏰ Meetup Time: 11:00 AM I will only wait 5 minutes. Early is on time. On time is late. We’ll head in promptly. End Point: Back at the starting location *** 🎟️ Meetup Fee: $5 cash in person or e-transfer to 📧 **mathewmaclean@hotmail.com** The exhibition itself is free. This fee helps support the group and allows us to keep hosting events like this. Thank you for supporting community! 💖 *** 🎒 **What to Bring** Water Comfortable shoes (we’ll be on our feet) Curiosity and an open mind 🎨 Optional: cash/card for food & drinks afterward *** 🌈 **Who Is This For?** This group is open to anyone who wants to be social and make friends — whether single or not. **We also host:** 🎬 Movies 🚶 Walks & hikes 🎭 Arts & culture outings 🍽️ Restaurant gatherings There’s always something happening. *** **REMEMBER:** You’re welcome to just show up on the day if you’re unsure about your schedule. And as always, sometimes plans shift and events may need to be canceled — please keep an eye on updates. *** 👤 Organizer: Mathew Questions? Post on the event wall or email 📧 torontomoviesandoutings@hotmail.com Come for the art. Stay for the conversation. Leave feeling inspired by what people are creating right now. 🎨✨

Relax your mind with evidence-based breathing practices, immerse yourself in a meditation experience & learn techniques to manage your mind **What You’ll Get From the *#BreatheStrong* Session** The workshop offers you a well-deserved 75-minute break. You'll clear your mind through calming breathing and guided meditation. **Calming breathing techniques** Relax your mind and prepare it to enter a meditative state by balancing the right and left hemispheres of the brain. **LIVE guided Panchakosha meditation** Experience a guided mediation that takes you through the five (pancha) layers (koshas) of our being. **Education on the tendencies of the mind** We will train you to overcome negative patterns using your breath and meditation. **Overview of SKY Breath Meditation** Explore a powerful technique that works at a deeper level than regular meditation, for long-lasting effects. [100+ Independent studies](https://events.ca.artofliving.org/ca-en/research-sudarshan-kriya/) conducted on four continents and published in peer review journals, including Yale and Harvard, have demonstrated a comprehensive range of benefits from practicing **SKY Breath Meditation** and related breathing exercises taught on the SKY Breath Meditation course. **There's a faster, easier way to manage your stress and anxiety.** **Join us for a free session!**

Struggling with motivation and focus as you hammer away on your manuscript at home? Want to join a community of writers as we embrace the joys and pains (mostly pains) of writing together? Bring your laptop, pen & paper, old-school typewriter, or futuristic writing gadget, and join an enthusiastic community of science fiction and fantasy writers as we work on our current projects in the same space. The format will be similar to our online writing sprints: 30-minute blocks of focused, quiet writing time (the sprints), interspersed with breaks where we can chat, ask questions, and share our writing experiences.

Smaller group on a small field, recreational, low level, only very small group. It's a smaller field, usually, we play 4 on 4 or max 5 on 5. No subs. Outdoor turf and free soccer event, . The event is none competitive soccer for low levels only, the game should be easy and fun, so we can get little bit sweat while enjoy the weather. This is no contact soccer, We should have have another what's app group of friends joining us on the soccer field, all you need to bring is good spirit and your own water. should be lots parking around the school and it's few mins walk from the subway station, once you get there, we will be gathered on the field. If we cancel the event, I will post on the event board here. If the game is cancelled, I will post on the comment board. This event is sponsored by Harbord Bakery (http://www.harbordbakery.ca/), Bakery on Mavis(http://www.bakeryonmavis.ca/) Brazil Bakery (http://brazilbakerypastry.ca/) Kensington Natural Bakery (http://kensingtonnaturalbakery.ca/) and EJoyCity.ca (https://www.ejoycity.ca/), iBake (http://i-bake.ca/), La Novita Bakery(http://lanovitabakery.ca) Absolute Bakery(http://absolutecafe.ca) they will give 10% off on everything. Simply, just tell them you are here for the meetup event.

Ready to add more fun, movement, and connection to your week? Come join our group dance classes at [Access Ballroom](https://studioaccessballroom.com/)! We have classes **every day except Tuesday**—that’s Monday, Wednesday, Thursday, and Friday at 7:50pm, and Weekends at 3:40pm. Visit our [Monthly Calendar](https://studioaccessballroom.com/class-schedule/) to view the group class Schedule. To sign up you can also download our APP that is in both the Google Play store and the Apple Store. Just look up Access Ballroom. Whether you’re a total beginner or already have some moves, you’ll fit right in! We always have multiple teachers on hand to guide every level, so everyone gets the attention they need. Our amazing environment and welcoming atmosphere are what make us one of Toronto’s premier Latin and Ballroom studios—and it’s why we have the most Google reviews in the city! Don’t just take our word for it—come experience the energy, laughter, and community for yourself. We can’t wait to see you on the dance floor!

(Inside Malang bar & Lounge) 🎟 $15 Admission — includes shared pool table access 🧑‍🤝‍🧑 Open to all! Limited to 35 attendees – secure your spot now! 🗓️ Every Sunday, 7:30 PM 📍 918 Dundas St E Unit C2/C3, Mississauga, ON L4Y 4H9 🤝 Curated networking activities for easy connection Forge meaningful bonds and expand your network at our vibrant community gathering! This isn't just another event; it's an opportunity to connect with like-minded individuals in a relaxed and inspiring atmosphere. Imagine an evening filled with engaging conversations, shared laughter, and the beginning of powerful new collaborations. You'll discover fresh perspectives, unlock potential opportunities, and strengthen your professional and personal circle within the Synergy Hub community. Don't miss out on crafting unforgettable moments and building your invaluable support system. For added fun and easy ice-breaking, attendees will have access to shared pool tables, creating a casual and interactive way to connect throughout the evening. • Expand your professional and personal network • Discover potential collaborations and opportunities • Gain fresh insights and diverse perspectives • Strengthen your sense of community and belonging Come for the connections. Stay for the community. Leave with lasting relationships.

World Premiere-- *Ticket link is below*. $30-$72 (look at the seating map--and your age!) In 2035, a decade after the Trinity Bellwoods Collapse, an investigation into the mysterious disappearance of a young girl leads to a very peculiar house that has sunk into the earth. **Could a strangely luminous painting** unlock long-buried secrets of what flowed beneath the home? Howling winds, storms, and the ever-present sound of cicadas remind us that nothing stays buried. ***cicadas*** is a modern eco-thriller from the minds of Governor General’s Award and Siminovitch Prize laureate David Yee and award-winning composer Chris Thornborrow that serves as both mystery and warning. Directed by Nina Lee Aquino https://nac-cna.ca/en/bio/nina-lee-aquino **Ticket link here: (Sunday May 10th)** https://tarragontheatre.com/plays/2025-2026/cicadas/ (Play around with the seating map, and ticket prices. Any seat is a great seat--even the last row!)

We are now at **Yonge Sheppard Centre** in the **food court** near **Dazzle Mi**. We start a bit past 1pm, so if you're late, please find a seat and start writing -- we'd love to hear about your story or your day -- afterwards. :) **Coworking for writers in your area!** Join us for some focused writing time. All writers and all experience levels are welcome and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in your area. When you show up, say hello to everyone, grab a drink, and get your writing tools ready. Once you’re all settled, take some time to chat with your fellow writers. Once everyone’s arrived, I will lead quick introductions and then set the timer for our quiet and focused writing session. Afterward, we’ll have time to chat and get to know each other. We often talk about our successes and challenges as writers. If you don’t have time to stick around, no worries! **A note about the format** We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing. For our full event schedule, visit [https://shutupwrite.com](https://shutupwrite.com) **Travel / Parking info:** Public Transit: 1. Take the TTC subway to Sheppard-Yonge Station. 2. Use the Yonge St. Sheppard Ave exit **Driving & Parking:** Parking Entrance to Yonge Sheppard Centre is located on Greenfield Avenue and Doris Avenue. Accessible parking is available on P1, P3 and Concourse. Be sure to check for parking limits or fees. **Location:** We gather around the tables in the food court near **Dazzel Mi**. If you spot a group of people with laptops out, that’s probably us! **RSVP:** Please do RSVP. But be advised that seating is first-come, first-served, even if you have RSVP'd. Seats are not reserved and we can't control how many other people are in the cafe. **SCHEDULE:** 12:45 to 1:15 PM: Arrive and get settled in -- come in early if you want to get lunch. 1:15 to 2:15 PM: Write in silence for an hour. \*\*If you arrive after 1:15, please silently find your own place to sit. We'll welcome you to join the group at 2:15.\*\* 2:15 PM: Introduce yourself. We'll go in a circle; just say your name and 1–2 sentences about what you're writing. (E.g., "I'm Rudolph and I'm writing a non-fiction book about red-nosed reindeer.") 2:20 PM onwards: Chat, hang out, keep writing if you want, leave whenever.

Join us for a relaxed Sunday afternoon of pickleball + classic table games. Play pickleball for $5. Email money transfer to monasalahuddin@hotmail.com While waiting for court time, enjoy FREE access to: 🏓 Table tennis (ping pong) 🎱 Billiards / pool tables 🎯 Other table games available at the venue No standing around. No awkward downtime. Always something to play.

This group is for badminton enthusiasts who are passionate about exploring the connections between metabolism, energy, and exercise. We are welcome beginner plus, intermediate and advance level players looking to improve your skill or a seasoned player seeking to optimize your performance on the court, this group is for you! Join us for friendly games. This badminton session is a weekly event and it is followed with dinner together but it is optional. Birdies: Please bring one birdie with you. However, if you are intermediate plus or advanced level, bring two birdies with you. Court fee: It will be informed at the comment section by 4pm. Cost per person is either $162 (for 3 courts) divided by the number of players attended OR $108 (for 2 courts) divided by the number of players attended. My email address for etransfer is: lingseilau@yahoo.com

**An opportunity to serve the homeless and those at risk as a group.** 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 2 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.

**Please note the only way to register for this adventure is on [our website.](https://www.wildernessunion.com/adventures/intro-navigation-26)** **Navigation isn’t a lost art - it’s a life-saving skill. Whether you’re exploring remote backcountry or just trying to orient yourself on a trail, knowing how to read the land can make all the difference.** Join us for this *one-day navigation workshop,* which will equip you with the skills needed for safe and confident adventures. **Interested in joining this year’s Epics? Completing this and other relevant courses will support your approval process for advanced adventures.** **Morning: Theory** We’ll start with hot beverages and a hands-on classroom session where you’ll learn: * Why maps still matter in a GPS world * How to read a topo map and visualize the land * What contours tell you about your route (and your legs) * How to orient yourself when you’re turned around * Compass skills that could save your life **Afternoon: Practice** After a quick lunch, the real fun begins. With only a map, compass, and your brain, you’ll work in teams to complete a real-world navigation challenge. Each team gets a unique course and a grid reference sheet to plot and follow. Fastest (and most accurate) team earns top bragging rights as Wilderness Union’s best navigators. You’ll build and follow a route card, learn to trust your instincts, and develop the kind of confidence that only comes with practice. **Your Instructor:** Former Canadian Army Advanced Reconnaissance Instructor, Captain Buckingham is a decorated Pathfinder and the Canadian Infantry School’s top navigation instructor, he’ll guide you every step of the way. **Who It’s For:** This course is for beginners and intermediate explorers alike. No military mindset required—just curiosity, a willingness to learn, and a love of getting outside. This is an amazing opportunity not only to learn from a world-class expert but it's a fun, practical lesson at a uniquely low price. **About this series:** The Survivalist Series is an expert-led set of courses designed to develop applicable, and life-saving skills in the wilderness. Keep your eyes peeled for more courses that become available. **Due to the cost of parking at Bronte Creek, WU transport is recommended for this course.** **Highlights** **Expert Instruction -** Our amazing expert guides will teach you everything you need to know in a safe and fun way. **Practical Skills -** Develop essential skills to survive and thrive in the wild. ‍**Local Adventure -** Just 45 minutes from Toronto, this adventure is close to home for anyone living in the GTA. **Event cost: $80+HST - optional transport available.** **Register [here.](https://www.wildernessunion.com/adventures/intro-navigation-26)** **About Wilderness Union** Wilderness Union is deliberate about building an outdoors community that connects you to the life-changing magic of the outdoors and helps you find your people. Members range from 20-40 years old. The group is a mix of GTA locals and newcomers to Toronto from within Canada and abroad. Attendance numbers on Meetup don't reflect our actual event attendance - we typically have 15-20 community members at each event. Large enough that there's someone new to meet but small enough that it's not overwhelming! ***Learn more at our website [www.wildernessunion.com](https://www.wildernessunion.com/)***

你有没有试过，让 AI 替你读一本书？ 十秒钟，梗概有了。 一分钟，重点也有了。 再问几句，它还会解释、比较、反驳。 很方便。也有一点可疑。 一本书，只看 AI 总结，算读过吗？ 工具书也许可以。 小说呢？传记呢？ 那些在某一页突然停住的时刻呢？ AI 能说出《悉达多》讲了什么。 哪一句会在你心里留下来，只有你知道。 **第一期「AI双面圆桌派」，我们聊：** **当 AI 可以总结、解释、陪读、反驳一本书时，人还为什么读书？** 我们该读得更多，还是读得更慢？ 我们和三位嘉宾一起，聊几个问题： * AI 眼里的重点，是我的重点吗？ * 读得快，会不会只是更快地产生“我懂了”的错觉？ * 哪些书可以交给 AI 先读？ * 哪些书，还是要自己慢慢读？ * 故事、共鸣、经验，算不算知识？ 两个小环节： * AI 帮我省下一小时。 * 我用 AI 搞砸的一件事。 带着问题来就好。 不用先有答案。 ***嘉宾介绍*** Anna，深耕北美市场营销与中国科技，互联网产品出海，腾讯，IDG投资的企业级AI软件小鹅通elink加拿大负责人，专注企业增长与数字化转型。 * 主导多个品牌北美市场进入与增长项目，实现从0到规模化增长 * 推动小鹅通eLink在加拿大落地，赋能企业私域与数字化转型 * 深度连接中美加商业资源，搭建跨境合作与行业生态网络 Swan, 加拿大注册会计师（CPA），7年审计经验，横跨财务审计与运营审计。曾先后任职于加拿大知名会计师事务所、五大银行，及政府审计部门。拥有横跨三类组织的审计实务经历，擅长从财报中梳理逻辑、发现问题，并快速理解运营流程、防范风险。作为误闯创业群的一名风险“守门员”，习追问，习惯质疑，抽丝剥茧，追本溯源。也是夹缝中生存的打工人，探索如何用AI杠杆减轻负担、加速成长。 张英锋，QHOW Technology 创始人，科技教育与知识传播实践者，长期关注 AI 时代的学习方式与认知模型重构。曾获知乎“2014 年度新知答主”，在科学、数学、教育、历史等领域创作 160 多篇回答和文章，累计阅读超过 3700 万，拥有 26 万关注者。在本场圆桌中，他将从一个略带“反方”的角度讨论 AI 阅读：AI 总结带来的，究竟是真正的知识，还是一种“我已经懂了”的幻觉？他关注的问题是，当 AI 可以快速提炼一本书时，人如何避免停留在叙事共鸣中，而是真正把阅读转化为理解、输出与解决问题的能力。 ***About Startup4Chinese*** Started in August 2017, Startup4Chinese's mission is to INSPIRE, EMPOWER, and CONNECT entrepreneurial minds not only among Chinese but beyond. We want to inspire your passionate entrepreneurship spirit, empower your brilliant startup idea, and connect you with your future reliable partner. We value Openness. We provide Pragmatic topics. We want to help you succeed! ***关于OneHub*** OneHub商业咨询是一家领先的加拿大咨询公司，提供商业咨询和顾问服务，帮助中小企业增长和成功。该公司以其战略咨询方面的专业知识而闻名，包括商业计划、市场研究、财务建模和数字化转型。创始人Eddie Lee有30多年企业实务经验，他注意到创业者常常面临相同的问题。OneHub团队，就是要为为初创企业或中小型企业遇到的问题提供全面解决方案。 ***About OneHub*** OneHub Business Consulting is a leading Canadian consulting company that provides business consulting and advisory services to help small and medium-sized enterprises grow and succeed. The company is known for its expertise in strategic consulting, including business planning, market research, financial modeling, and digital transformation. Founder Eddie Lee has over 30 years of practical experience in the corporate world and noticed that entrepreneurs often face similar problems. The OneHub team aims to provide comprehensive solutions for the issues encountered by startups or small to medium-sized businesses.

Join your community of fellow Intuitives and MBTI nerds for a casual evening of engaging conversation. We get together every second Sunday – with a mix of regulars and new friends. There is no fee to attend, though we ask that you support the venue by ordering something to eat or drink. **Feel free to contact event host B. via Facebook/Meetup messenger, or text/call 416-712-8635 for directions**. About the venue: The Pint Public House Nearest Subway: Union Station Map / Directions: https://maps.app.goo.gl/G5GfXDSQXeifJ5ot5 We make an effort to find pubs that are quiet and introvert friendly, with a section to ourselves. We make no effort to muffle our extroverts, but should they get out of hand, our resident INTJ will use their death stare, to pull them back in line.

**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.** Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join. Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started. **\*\*This will be a multi-vertical event\*\*** **There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!** Pack some business cards and come with an open mind! Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future. We will have a space for our event to check-in. The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe). Name tags will be provided. Business casual dress code. Job fair attire. **Remember, it's not who you know, it's who you meet tomorrow!** We look forward to meeting you at the event! Sincerely, Strive Networking Team *Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.* *Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*

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 a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)