Finite Element Analysis

**This is a ticketed event. Please register at [this link](https://luma.com/tndnx2o9).** Giles Edkins looks into what we know about the alignment and cyber capabilities of Claude Mythos Preview. ​​​**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).

**Thinking about buying a home?** 🏡 Join us for our **Home Buying Seminar** on **Wednesday, May 7 at 6:30 PM** at **505 Highway 7 E, PH01, Richmond Hill**. We’ll be covering: * 2026 home buying trends * the buying process * mortgage options * closing costs * what buyers need to know in today’s market I’ll be joined by **Henry**, Mortgage Specialist, to help answer financing and mortgage questions as well. If you’re planning to buy, move, or just want to better understand the market, this seminar is for you. **Limited seating available — RSVP today.** [https://docs.google.com/forms/d/e/1FAIpQLSdR8LI8WQSGD7NzWfB3UM6Q0mmrQc_A3aRsj6SPndawrrWoqQ/viewform?usp=header](https://l.gourl.es/l/6a6d856b6fa809f2e5d7fdfce5f5a9132cb32e2b?notrack=1&u=8256650)

Please contact event host, Christopher, for the event location at christopher.tyrrell@ymail.com [Note: "ymail" is correct. This is not gmail]

Hello Meeples!!!! I host board game night every Thursday at Face to Face Games, located at 1398 Danforth Ave (about a 3 min walk from Greenwood station, or a 7 min walk from Coxwell station)! How it works I’ll be seated at the table at the very back right-hand corner of Face to Face Games (near the washrooms). We usually have 2 tables reserved for our group. (If you can’t find us, ask one of the staff members.) I’ll bring a variety of games from my own collection to board game night, but attendees are free to bring any of their own games as well! Got a brand new game you’ve been dying to play but never have enough players? Bring it along! Got a retro game that you think is a hidden gem? Bring it along and spread the joy! I usually come early at around 4:30pm. If there are other attendees who also arrive early, then we can play some shorter games until 6pm. Six o’clock is when the event officially starts and is when most attendees start trickling in. Once we have most people assembled, we collectively decide which games we want to play and split into groups accordingly. We usually have one group tackling a heavy board game (ie. a game that tends to be more complex and takes longer to finish) while the others play short to medium-length games, but this is very flexible and will depend on turnout and the kinds of games people bring. If you can only get here later or if you arrive late, don’t fret. We’ll see what game you can join so that you can get playing as soon as possible! Rules of the Tables: We are a cool and relaxed group - we swear! But to ensure things run smoothly and that everyone is having fun, we do some some rules we would like attendees to follow: \- Please be respectful of people’s games and property\. For example\, if you’re having a snack \(please share\!\)\, make sure your fingers are clean before you handle cards\, mats\, meeples\, and the like\. People are generous to bring their games to board game night\, so we want to be mindful not to damage or dirty their stuff\. \- Please be mindful of your cellphone usage during the game\. Of course this doesn’t mean you can’t use your cellphone to shoot a quick text message or to check something quickly \- we’re not monsters\! However\, if you’re always focused on your cellphone \(for example\, watching a video or playing a cellphone game\) and are not paying attention to the rules being explained\, or you constantly need the other players to repeat themselves as to what sick moves they just made\, then it ends up taking away from everyone’s enjoyment of the game\. \- Please be decent\, in dress and in conduct\. No bullying\, excessive swearing\, racist or sexist language\, and all the other bad stuff\.

Join us for an evening of French conversation at B Espresso Bar in the atrium of the Toronto Royal Conservatory of Music (near St. George station)!
We welcome all levels of French, and it's free\*.
Venez pratiquer votre français! \*While there is no fee to attend this event, guests are expected to purchase something from B Espresso Bar, in accordance with RCM's restrictions on usage of the cafe atrium space. **Building location:** The Royal Conservatory is at 273 Bloor St W, between Varsity Stadium and the Royal Ontario Museum (ROM). There are entrances off Bloor St. and Philosopher's Walk. If you enter from Bloor St through the large glass doors, follow the hallway on the left beside the staircase and turn left at the end. (Closest TTC: St. George) **Notes and restrictions:** The host may or may not attend this event. Attendees are encouraged to seat themselves at two or more adjacent tables, as needed. Please form groups of 6 people at each table; do not rearrange chairs and tables to accommodate more people, as this obstructs the narrow walking space. Guests are expected to order something from the cafe, and are asked to please refrain from bringing outside food or drink. Attendees must leave the building at 8pm when the cafe stops serving. **Contributions:** If you are a regular with us and would like to support the group, please send any contributions by e-transfer to [diskutomeetup@gmail.com.](http://diskutomeetup@gmail.com.) The yearly donation goal and amounts received year-to-date will be tracked anonymously on [this google sheet](https://docs.google.com/spreadsheets/d/18GfqYsis8Cf2XGg4KsKQJsY_0Fv3bsSQHwJAxvC1Km8/edit?usp=sharing). Thank you so much for your support.

Come along for a sensory adventure as we explore taste in the traditional way, but with an emphasis on the human nose, and how we can heighten tasting with our sense of smell. With your host Gustologia and Marina Bertozzi, we will be savouring chocolate, but also a pairing it with the power of fruit, flower, and fragrance. Guided by Level III Certified taster Mary Luz Mejia, and perfume expert Kimmyberry Atelier we will delve into the not often explored subject of, well, odours and the brain. Ticket price includes a small group guided tasting of fine chocolate, along with refreshments and nibbles, and a one-on-one session to explore fragrance.

*To join this event, you must be able to speak full sentences in Mandarin. This event is for those wanting to practice Mandarin and/or English. Here, you can chat with others and play board games in either language to improve your linguistic skills. Feel free to join our WeChat group during the event, as it is the best way to stay connected with us. If you have any questions, leave a comment on this event page. ＜中文版＞ 此活动是以聊天和玩桌游练习中文或英文，等级不限，平时有6-10位参加者。此活动微信群可在活动中加入，互相学习，天天向上。 如果您有任何疑问，请随时在活动页上留言或联系主持人

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 will be provided at that time for etransfer.

**This journey changed my life in ways I never expected.** When I first started receiving this transmission in 2022, I didn’t fully understand what was happening. I didn’t have the language for it, I just felt something inside of me beginning to open, like a quiet awakening I couldn’t explain. It wasn’t something I needed to figure out or control. If anything, it invited me to soften, to let go, and to trust what my body already knew. Over time, as the energy continued to move through me, things began to shift in a very natural way. Slowly and gently, emotions I had been holding onto started to rise and release. My body softened, and for the first time in a long time, my nervous system felt like it could truly exhale. I began to feel safer within myself, more grounded, more present in my everyday life. My intuition became clearer, and life felt quieter, not in a way that felt empty, but in a way that felt steady and peaceful. I experienced a kind of inner calm that didn’t come from everything being perfect, but from feeling more connected to myself. That’s what this work supports. It doesn’t give you something new. It brings you back to what’s already within you, beneath the layers of stress, conditioning, and old patterns. It’s a remembering of who you are, and that remembering continues to deepen into trust, presence, and a more grounded sense of being. This is why I feel called to share this work in our community. To create a space where you can slow down, breathe, and step out of the constant doing and thinking. A space where your body can begin to unwind and release what it’s been holding, without force and without pressure. In this session, you’re invited to gently let go of what you’ve been carrying, reconnect with your body’s natural intelligence, and come back to yourself in a deeper way. You’re invited to remember something simple but powerful, that you are already whole, that you are deeply supported, and that you don’t need to become anything else. There is nothing to fix and nothing to achieve here. You don’t have to try or perform in any way. Your only role is to receive and allow your body to guide the experience. If something inside of you feels drawn to this, even if you can’t fully explain it, trust that. Your body knows what it’s ready for, and your system will only open to what feels safe and aligned for you. I look forward to holding this space with you. With love, Tracey 🤍 **Kundalini Activation Process® (KAP) at Kardia Athletica** **Saturday, May 9th • 2PM – 4 PM • Toronto** **Why Come?** Life can feel like too much thinking and not enough feeling. Maybe you’ve noticed: * Tension that never really goes away * Mental chatter that crowds out clarity * Low energy or creative blocks * A sense of disconnection from purpose KAP is here to help you reset. **What to Expect** **[Kundalini Activation Process® (KAP)](https://www.kapacademy.com/)** is a **direct energy transmission** that awakens your own **kundalini life force**—the natural current of creation within you. As this current flows, it gently clears stress and reorganizes your system inside a **non-dual field of consciousness**—a space of pure presence where deep healing can unfold. Most participants report: * A calm, balanced nervous system * Mental quiet and emotional clarity * Renewed inspiration and creativity * A grounded sense of inner freedom There’s **nothing to learn or perform**. You simply lie down, receive, and let the intelligence of the energy move where it’s needed. **Event Details** 📍 **Kardia Athletica, Toronto** 🗓 **Saturday, May 9th** 🕜 **2:00 PM – 4:00 PM** **Come if you’re ready to release tension, open creative flow, and reconnect with your true nature—held by the living current of kundalini life force and the infinite stillness of the non-dual field.** **[Kundalini Activation Process® (KAP)](https://www.kapacademy.com/)** is a powerful and life-changing experience that helps you unlock your true potential. Imagine going on a deep adventure within yourself, finding hidden treasures of your personality and abilities that you didn't know existed. With KAP, you learn to light up the energy inside you and connect with the life force present in all living things. This process guides you to break free from old habits and beliefs that have been holding you back, allowing you to live in new and fulfilling ways. KAP is the ***path of surrender***, it's about letting go rather than trying harder, different from practices like kundalini yoga, tantra, or chi gong. Energy moves from the top of your head down to your base, clearing blockages and healing old wounds on its way. In this session, you'll receive a "***double transmission***" - a powerful mix of Kundalini energy and non-dual consciousness. This fusion will enliven your life force energy, revitalizing your body, mind, and energy flow. Simultaneously, your awareness will expand into the realm of non-duality, enriching your perception of the unity of all beings. **HOW IS THE SESSION?** I invite you to find a cozy spot to lie down on a yoga mat, where you can fully sink into this experience. Once you're settled, I'll start playing some specially chosen music that helps your brain relax more deeply. During our time together, I'll focus on your energy centers, also known as chakras, and specific meridian points on your body. My goal is to use gentle touch and light pressure to help clear any energy blocks and support your overall well-being. Rest assured, the pressure will always be soft and comfortable to ensure you feel safe and at ease throughout our session. **WHAT CAN YOU EXPECT DURING A SESSION?** Walking into a KAP session, you leave the outside world behind. What happens next is nothing short of amazing. **Energetic Vibes**: While you're lying down, you might start feeling a powerful energy moving through you. It's like an electric wave that fills you up, making every part of you come alive. **Visual Adventures**: Your inner sight, or "third eye," wakes up, and suddenly, you're seeing vivid images, colors, and maybe even going on visual journeys to places beyond your wildest dreams. **A Rollercoaster of Emotions**: It's normal to feel a whole spectrum of emotions during the session. You might feel anger, sadness, fear, happiness, or even burst into laughter. The magic happens when you allow yourself to fully experience these emotions without holding back. **Unexpected Movements**: You might find your body moving in ways you didn't plan, like stretching, shaking, or even striking a yoga pose. Listen to what your body wants to do without overthinking it. You may feel tension build up and then release, leaving you in a state of deep relaxation. **Blissful Moments**: There's a chance you'll reach a bliss state, where you're completely in the moment, feeling a deep sense of joy and satisfaction. It's tough to put this feeling into words, but it's unforgettable once you've felt it. **DISCOVER THE BENEFITS OF KAP** * **Freedom from Emotional Baggage**: Wave goodbye to those heavy emotions that drag you down. * **Broadened Consciousness**: Find yourself thinking and understanding beyond your usual limits. * **Intuition Amplified**: Your gut feelings get louder and clearer. * **Stress and Anxiety Reduction**: Watch your worries and tensions melt away. * **Boosted Confidence**: Feel more sure of yourself and your value. * **Wiser Decisions**: Navigate life with a sharper compass. * **Pure Bliss**: Experience moments of unadulterated joy. * **Stronger Boundaries**: Learn to say no with confidence. * **Shedding Limitations**: Free yourself from thoughts and patterns that hold you back. * **Breaking Old Habits**: Step out of cycles that no longer serve you. * **Increased Resilience**: Find strength to change what doesn't work in your life. * **Deeper Compassion**: Understand and connect with others on a new level. * **Clear Mind**: Enjoy the tranquility of a calm and focused brain. * **Creative and Spiritual Growth**: Explore new ideas and feel more connected to the world. * **Purpose and Direction**: Find your path and walk it with confidence. * **Healthier Relationships**: Connect with others in more meaningful ways. * **Unity and Gratitude**: Feel part of something bigger and appreciate the small things. * **Enhanced Intuitive Skills**: Tap into your inner psychic. * **Empowerment**: Take control of your life and happiness. **An Invitation to Remember** This space is not about performance or perfection. It is not about doing more, achieving more, or becoming someone new. It is about remembering. Feeling. Coming home. To your body. To your soul. To the divine intelligence already within you. Whether this is your first session or part of your deeper path, I welcome you with all my heart. With love, **Tracey Amoura** @traceyamoura \| [www.essencerising.com](http://www.essencerising.com) If you feel called to stay connected and go deeper with this work, join the space where it continues beyond the session. **[Soul Tribe Collective 🤍 (Telegram)](https://t.me/+NX_pQuPR03JhNDUx)** ***Got questions?*** Connect with me on [Instagram](https://www.instagram.com/traceyamoura) or shoot an email to [kapbytracey@gmail.com](kapbytracey@gmail.com). Catch up on my *previous* sessions on [YouTube](https://www.youtube.com/@kapbytracey). Want to know more about the event? Find all the details [here](https://essencerising.com/event/kap-toronto-kardia-athletica-2pm-to-4pm-may-9/).

🎨🏙️ **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. 🎨✨

What Can We Do? And What Is Already in Motion? The second gathering of Auravista Movement is an opportunity for a collective conversation about Auravista’s path, the projects currently taking shape, and the role each of us can play in building connection, awareness, hope, and meaningful action. In this gathering, we will reflect on a central question: in today’s world, amid crises, distance, and collective exhaustion, what can we do as human beings, artists, parents, educators, social activists, or simply as concerned individuals? Given the current situation in Iran and the Middle East, part of this gathering will focus on this specific point: how we can create spaces for dialogue, solidarity, awareness, and human-centered action in the face of exhaustion, indifference, and fragmentation. We will also take a closer look at the projects and ideas that are already in motion within Auravista, and the possibilities for participation, collaboration, and future involvement. This gathering is open to anyone interested in culture, art, peace, awareness, education, children, the future, and building meaningful human connections. Date: Sunday, May 10, 2026 Time: 2:00–4:00 PM Location: Richmond Hill Central Library Admission: Free Registration: Required To attend, please register through the link https://auravistamovement.com/join-auravista/ Auravista Movement A space for turning hope into connection, awareness, and action.

[Summary] This meetup is for those who are interested in code, web development, design, cloud, or AI. All levels are welcome, so feel free to bring your laptop and discuss what you are working on or what you are learning. You can share your projects and ideas with other participants freely. There are outlets and WiFi, drinks are about $5 for tea, they take card only. [Price] Attendance is FREE. But you need to buy something from the venue. [Policies] \- We do not tolerate harassment of our members \- We remind users that that this meetup is intended for networking and hobby development\, and any attempts at using this meetup event as a dating platform will not be not be tolerated Further information: https://torontostack.exchange/

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.

Shalom Catholic Community invites you to join us on Saturdays for a prayer group. The prayer group is a great way to strengthen your spiritual life and make new friends. It begins with lots of music and prayer, followed by preaching and testimonies. After the prayer, be prepared to hangout, talk, laugh and have fun. We offer workshops, retreats, adoration, opportunities to join a soup kitchen, food and clothe drive. We look forward to seeing you! **About us** We are a Catholic organization of lay persons, approved by the Holy See, to serve all who sincerely seek God and want to grow in faith. https://comshalom.org/en/community/

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow

**Let’s relax and have fun. The private room is reserved for us 😊**

Join us for 2 loops of the 1.1 mile trail surrounding Civic Park In Reynoldsburg this Thursday (5/7) at 6:30 pm. This is a fully paved trail so no worries about mud after a rainy week. Just come and get some exercise while connecting with others.

The Unity of Columbus Resource Group for the Homeless is seeking compassionate volunteers who would like to help serve and uplift members of our homeless community. This group is dedicated to sharing kindness, resources, and support with individuals who may be experiencing difficult circumstances. Anyone with a heart for service is welcome to join us as we work together to make a positive difference in the lives of others. Community members are also invited to contribute by bringing helpful items for those in need. Donations of items can be contributed at the meeting and will be distributed to assist members of the homeless community. Please consider joining us and sharing this opportunity with friends, family, or associates who may also wish to help. Learn more about Unity of Columbus at www.unityofcolumbus.org or call (614) 267-4959. Together we can extend compassion, dignity, and support to our community. 💛

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

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