Virtualization

你有没有试过，让 AI 帮你解释 ETF、看一只股票、算退休，或者判断该不该提前还房贷？ 它说得很快。 也很像那么回事。 但理财最难的，常常不是看懂一个产品。 而是看清自己的约束：收入、家庭、税务、房贷、风险承受力，还有你晚上能不能睡得着。 这一场，我们继续用「AI 双面圆桌派」的方式，聊 AI + 理财。 我们会聊几个普通人真的会遇到的问题： * AI 能帮我们省下哪些查资料、做比较、读文件的时间？ * 为什么同样收入、同样资产的两个家庭，答案可能完全不同？ * AI 给出的投资观点，普通人可以怎么验证，而不是直接相信？ * 金融平台越来越智能之后，效率、推荐和用户保护之间怎么平衡？ * 当金融骗局从群发话术变成个性化关系，我们该如何提高警觉？ 这不是一场投资课。 也不会给个股推荐。 我们更想聊的是： AI 可以帮我们更快看懂信息，但它不能替我们承担后果。 ***嘉宾介绍*** **Melinda Hu, CFP** 加拿大 CFP 注册财务规划师，拥有 20 年中加税务与财富规划经验，专注小企业与家庭的税务及退休规划。她长期关注 AI 对财务规划行业的影响，也关注在技术快速变化的时代，人们如何重新理解财富、风险与安全感。 **Alex Luo** 资深 IT 软件架构师，15 年深耕云技术、AI 人工智能与科技金融行业。金融创业 5 年，致力于中产阶级财商教育和理财服务，关注 AI 在金融行业的应用和发展。 ***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.

For May, we'll read Moll Flanders by Daniel Defoe 313 pages First published in 1722 About the book: Born and abandoned in Newgate Prison, Moll Flanders is forced to make her own way in life. She duly embarks on a career that includes husband-hunting, incest, bigamy, prostitution and pick-pocketing, until her crimes eventually catch up with her. One of the earliest and most vivid female narrators in the history of the English novel, Moll recounts her adventures with irresistible wit and candour-and enough guile that the reader is left uncertain whether she is ultimately a redeemed sinner or a successful opportunist.

***\*\*\*This class is open to all levels, weather permitting; in an event of poor weather conditions class will be changed to a regular class\*\*\**** **Come workout, have fun, relieve your stress, and meet your fellow neighbours!** Welcoming interested people to join our FREE classes every Tuesday evening from 7:00pm to 9:00pm and every Sunday afternoon from 2:30PM-4:30PM near Bathurst/Lake Shore area. Classes are led by our event organizer, Master **Dave Crook**, a seasoned 4th degree black belt Hapkido practitioner from a respected academy with many years of experience in this art and various others. **About this form of martial arts:** Hapkido is a hybrid Korean martial art. It is a form of self-defense that employs joint locks, grappling, throwing techniques, kicks, punches, and other striking attacks. **How to join:** Join this group/event and directly message me with your interest. **Q: Is this completely FREE?** A: Yes, classes/lessons are completely FREE **Q: Do I require a gi/uniform to participate?** A: Gi is completely optional, only required when doing groundwork grappling/throw techniques **Q: Are there grading and belt progression?** A: Yes, there are grading and belts, which will cost $30 just to cover the cost, testing will done when YOU are comfortable and ready! **Current Martial Artists Belt Status:** 1x Masters - 4th Degree Black Belt 1x Yellow Belt (former red belt) 1x Yellow Stripe Belt 134x White Belts **Belt Colours - Progression in Descending Order:** * White Belt * Yellow Stripe Belt * Yellow Belt * Orange Stripe Belt * Orange Belt * Green Stripe Belt * Green Belt * Blue Stripe Belt * Blue Belt * Red Stripe Belt * Red Belt * Black Stripe Belt * Black Belt **Curriculum of Techniques** **White Belt to Yellow Stripe:** **Strikes (all strikes from left wrist grab, striking with right)** 1\. Sword Strike to Clavicle 2\. Nunchuk Strike to Temple 3\. Companion Sword Strike with Elbow Strike to Solar Plexus 4\. Spear Hand to Femoral Artery 5\. Palm Strike to Floating Rib 6\. Spear Hand to Trachea **Breakaways (all breakaways from right wrist grab)** 1\. Latissimus Dorsi push with bucking back fist 2\. When pulled with bucking back fist 3\. When pushed with bucking back fist 4\. Downward break away with elbow strike 5\. Live\-hand tricept push up with elbow strike 6\. Assisted tricept push\-up with elbow strike **Take Downs (performed both sides)** 1\. Pivot throw Joint Locks (all joint locks from right wrist grab) 1\. 'Kul Nut Key' to elbow 2\. 'Kul Nut Key' to elbow 45 degrees 3\. One inch bow 4\. Side wrist lock \- bend elbow 5\. Side elbow lock 6\. Elbow lock controlled **Escapes From Mounted Position (all from opponent on mount position - performed both sides)** 1\. Escape to Mount 2\. Escape to Guard 3\. As punches are received \- buck \- single arm hook \- roll 4\. As punches are received \- buck \- shoulder walk \- two arm hook \- guard 5\. Escape when head is locked 6\. Escape when head is locked with high mount **Kicks (both sides)** 1\. Side kick **To learn more about Hwa Won Yue Hapkido visit our website here:** http://www.hapkidohwawonyue.ca/toronto.html#

**Volleyball Foundations 3 — Connect Your Skills & Play with Confidence (15+)** Ready to move beyond isolated skills and start playing with flow and purpose? Volleyball Foundations 3 is designed for players who are ready to connect their techniques and develop real game awareness in a team setting. In this progressive clinic, you’ll focus on integrating your skills into live, rally-based play: • **Reading the Ball:** Anticipate trajectory and react earlier to stay one step ahead • **Defense:** Improve footwork, positioning, and overall court coverage • **Attacking:** Learn the 3-step approach and develop controlled, effective hits over the net You’ll also begin to understand the rhythm of the game through continuous play. Sessions emphasize “wash drills” and extended rallies, helping you stay engaged, make decisions under pressure, and build confidence during longer points. Players will be introduced to the **6-Up defensive system** and develop strong on-court communication skills to navigate fast-paced, unpredictable situations. *** **Who This Clinic Is For:** • Players who have completed Volleyball Foundations 2 or have a strong base in passing, setting, and serving • Players ready to develop game awareness, teamwork, and rally consistency • Athletes looking to feel more confident playing in game-speed environments *** **Location:** Miles Nadal JCC — 750 Spadina Ave. (enter through Spadina doors) **Format:** Group instruction led by an experienced, supportive coach **Registration Required in Advance** RSVP’ing on Meetup does not reserve your spot. [Register here](https://app.amilia.com/store/en/miles-nadal-jcc/api/Activity/Detail?activityId=yQ90BGe) ☎️ Or call 416-924-6211 ext. 0 *** **Early Bird Discount:** Register by April 26 at 10 PM to receive **10% off** sessional registration. *** **Why Join?** • Learn to connect skills into fluid, game-like play • Improve decision-making, timing, and court awareness • Build confidence in rallies through continuous, high-energy gameplay • Develop communication and teamwork within a structured system Take the next step toward real gameplay—where skills come together, rallies get longer, and confidence truly starts to show.

OTHER CAFE POLICIES 1. There is an entry fee of $6/person + tax during weekdays (MON - THU excluding holidays) and $8/person + tax on weekends and holidays. 2. As a cafe we offer coffee and other beverage options. We would greatly appreciate that you not bring outside drinks into the store. 3. We also offer pastries baked in house, light fare, and some pre-packaged snacks. We permit you to bring food options from the other businesses in the plaza (Henry's Fish & Chips, Vito's Pizza) to support our neighbouring, small businesses. 4. Be considerate of other guests when selecting games from our library and limit the number of games you bring back to each table to two (2) at a time. 5. You are welcome to bring your own games to use in the cafe, but LVLUP GAMES is not responsible for lost, stolen, or otherwise damaged games/components As a general meet up rule (since the cafe has limited seating), it is of the utmost importance that if you plan on attending you sign up for the event. Likewise, if you are unable to make it, kindly mark that you will not be coming so your spot becomes available for another person. We appreciate your understanding and cooperation. Hope to see you soon!

### An Invitation For You A 6.5 Hour, clinically designed reset for high-responsibility professionals — with guided practices, meaningful dialogue, and a full multi-course meal. For executives, clinicians, educators, managers, HR leaders, and high-responsibility professionals who carry visible and invisible load — and need more than another wellness webinar. ##### **Individual Ticket: $349 + tax** https://daretoretreat.co/product/leadershipreset2026/ #### What Happens During the 6.5 Hour Leadership Reset This is not a panel you sit through and forget the next day. The experience moves intentionally between learning, embodied reset, nourishment, and integration — so participants don’t leave emotionally spun out. **The experience includes:** * **Arrival and Grounding Welcome** A guided transition from workplace pace into psychological space. * **Opening Reflection** Structured time to slow down, settle, and reconnect with internal cues. * **The Mental Beauty Framework** A clear, professional approach to sustainable self-leadership rooted in clinical practice and real workplace realities. * **Guided Nervous-System Reset Practices** Breathwork, visualization, or sensory grounding designed to reduce overload and restore emotional steadiness. * **Insight Session: The Psychology of Burnout** Exploring patterns such as over-responsibility, perfectionism, emotional labour, compassion fatigue, and the pressure to “stay strong.” * **Applied Reset Practice** A practical ritual or tool participants can repeat in daily life and at work. * **Full Multi-Course Meal** A curated dining experience woven into the reset, reinforcing slowing down, receiving, and replenishing. * **Integration Circle and Closing** Reflection and anchoring so insights land — not just intellectually, but emotionally. #### What This Experience Is Workplace demands are rising, burnout is accelerating, and leaders across Canada are carrying more emotional, cognitive, and relational responsibility than ever before. Traditional wellness initiatives — short talks, apps, and one-off perks — are no longer enough. **Dare to ‘*Re-Treat*’: The Leadership Reset Experience** is a **clinically grounded, psychologically safe, in-person experience** designed to help high-responsibility professionals **pause, regulate, and recalibrate** — without checking out of real life or pretending one night fixes systemic pressure. This is not a traditional conference or wellness workshop. It is a **structured leadership reset** that blends evidence-informed teaching, guided nervous-system practices, shared reflection, and intentional nourishment. Participants don’t just feel better for a moment. They leave **more grounded, clearer, and steadier** — with tools they can actually use.

¡Hola! Welcome, and welcome back! We meet in the North York Centre, at 5150 Yonge St. (subway: North York), in the Food Court, every Sunday from 3:30 pm to 5:30 pm. Angela will be your hostess. ¡Hasta luego!

Archetypal Coaching — Activate Your Goals with Ancient Wisdom Ready to energize your goals and gain clear direction? In this weekly meetup, we work with powerful archetypes from ancient traditions to align your intention, sharpen your strategy, and ignite real momentum. 4 Sessions Per Month Tap into the power of 4 ancient traditions: • Egyptian — Strategic clarity & long-range vision • Scandinavian — Decisiveness & breakthrough energy • Greek — Harmony, inspiration & personal charisma • Sephirotic (Kabbalistic) — Deep integration & energetic anchoring. Each 90-Min Session Includes: • Group energy alignment (20 min) • Personal goal setting in the energy of the week’s tradition (20 min) • Group activation & anchoring (20 min) • Personal alanyses, archetypal insights & support circle (30 min). What You’ll Gain: ✓ Mental clarity & motivation ✓ Energetic support for your path ✓ Clear, inspired next steps ✓ A deeper connection to purpose. When: Every Sunday afternoon 4-6pm Fee: $50 CAD per session (Limited spots available) Facilitator: Andrey Litvinov — Business Coach, Psychotherapist, Grand Master of Reiki Yggdrasil To Reserve Your Spot: Pre-registration required via WhatsApp or Telegram Message: t.me/AndyTherapist WhatsApp: +1 437 606 6502

Join our **Spanish–English Language Exchange** Meetup and improve your conversation skills in a relaxed, social environment. This **free event** is perfect for anyone looking to practice Spanish or English while meeting new people. We meet in cozy coffee shops, outdoors in parks, and sometimes get together to enjoy social events and local festivals while practicing languages and building community. ### **🗣️ What You’ll Do** * Practice Spanish and English through real conversations * Join small groups and switch languages throughout the event * Learn practical vocabulary and everyday expressions * Build confidence speaking in a supportive environment ### **👥 Who Should Attend** * Spanish learners (all levels) * English learners (all levels) * Native speakers who want to help others * Anyone interested in language exchange and cultural connection ### **☕ Venue** If we meet at a local coffee shop—just grab a drink and enjoy the conversation! ### **💸 Cost** **FREE event** (please support the venue by purchasing a drink) ### **🌟 Why Join?** Language exchanges are one of the most effective ways to learn. You’ll improve faster by speaking with real people, hearing authentic accents, and using the language in everyday situations. Whether you're a beginner or fluent speaker, you’ll find a welcoming community ready to practice and connect. **👉 RSVP now and start speaking with confidence!** As our language exchange community continues to grow, we’ll be moving around Toronto and meeting in different locations across the city. Please make sure to check the event location before each meeting and stay tuned for updates and announcements. Our gatherings may take place indoors or outdoors—at coffee shops, parks, festivals, markets, or any event you think could work well for our group. Since we all come from different countries and cultures, this is a great opportunity to explore and enjoy all kinds of celebrations and experiences—not just Latin activities. **Thank you for helping make this group grow and stay dynamic!** **Héctor**

Hello everyone, I'd like to invite you out to our **Dinner with Friends Gratitude Party!** -Reserved seating, friendly people, good conversation and great food awaits! So please plan to join us if you can :) \*Joined by my other groups too; so we can anticipate a fantastic evening **Time: 6:30 p.m. -9:30 p.m.** **Location:** La Carnita - Good Fortune Bar (Main Floor) **Address:** 130 Eglinton Ave. Toronto, ON M4P 2X9 Event Details Bellow: Sincerely, Steve Flemming (Organizer/Host) Event Details: **Dinner with Friends Gratitude Party! (Dinner, Cocktails and Conversations)** -The great thing about this dinner party is you're free to move around to different tables and meet the other members too throughout the evening **Dinner Party Topics** may include but not limited too: Travel, Culture, Spirituality, Relationships, Modern Dating, Work/Life balance, Life after Marriage, Dating Apps, Comedy, History, Art, Technology, Economy, Music, Movies, Sports, Fashion, Hobbies, Books, Psychology, Philosophy, the Future, History, Pop Culture, Theatre, etc.) **Arrival Time:** \*Join us any time between 6:30 pm and 7:15 pm (if you can) for a fun and highly interactive evening as we get to know the members over dinner and great conversations (of your choice) Event goes until roughly 9:30 pm **Event Fee:** 5 dollars (cash only please) (HST included) or in advance by e transfer to **[steveflemming11@gmail.com](http://steveflemming11@gmail.com/)** \-\-\-\-\-\-\-\-\-\-\-\- **Friendly Reminder:** \*One beverage or appetizer minimum to support the venue- this is greatly appreciated :) \-\-\-\-\-\-\-\-\-\-\-\- **Parking Available:** \*Plenty of free street parking on Eglinton and (Residential area south/east of venue for free) **Close to Subway Station:** \*Also right beside the Yonge/Eglinton subway station :) \-\-\-\-\-\-\-\-

Yoga & Meditation : We will move through yoga postures, energize with some breath work and end the session with short sweet meditation or a relaxation. Journaling : We will spend 10 minutes journaling after the session.(Stream of consciousness writing & some other journaling prompts) \*Make sure you bring a mat, water and a small towel. \*Carry a book and pen. \*All levels welcome. Modifications will be given. \*We will meet at 8:50 am, find a suitable spot and start by 9:00 am. \*Please be on time so we can respect everyone's time and commitment. \*Keep your phones on silent for the class. \*Remember that this is about you and not about anyone else practicing with you. \*A whatsapp group may be created for confirmed attendees. Reach out to me at 437 345 3411 and confirm your attendance.I look forward to our time together! :) Payments can be cash. For interac - info@payalkhanwani.com. \*Exact location will be shared on the day. \*Please book in advance and avoid last minute cancellations!

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 $216 (for 4 courts), $162 (for 3 courts) or $108 (for 2 courts) divided by the number of players attended. My email address for etransfer is: lingseilau@yahoo.com

This group is to discuss and practice our French . Everu

We are planning to have monthly potlucks (or picnics in the spring/ summer at local parks) or other activities including potluck/ picnic + hikes/ walks in the warmer weather. This potluck will start with an arrival time of 12:15 p.m. We will start eating at 1 PM SHARP followed by a walk (see below). There is an outdoor picnic area at the centre with picnic tables, so if it is a nice day we can eat outside. PLEASE bring your own utensils, plates, bowls, and cup as the centre does not always have an adequate supply of these. You are responsible for your own clean-up and if you borrow the items at the centre please clean them. All are welcome veg-curious, vegetarian, and vegan as long as what you bring to the potluck is vegan! 3 p.m.: After eating we will go for a walk to Doris McCarthy Trail/ Gates Gully. Here is some information about this walk: [https://www.blogto.com/.../doris-mccarthy-trail-gates.../](https://www.blogto.com/.../doris-mccarthy-trail-gates.../?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExR0ZMUmVUUHhPMkZNdTNQUXNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6IjVP2Y2F-Kajh1Onnb1MM2V7bk5O3RrPJcSg_M6vsuHkK5_jocjCxkQo4VA_aem_5DqbkP8qqq7dLLiJdtsDeA) We will go at a slow, easy pace and take breaks as needed. Bring water and wear comfortable shoes. Note: If the weather does not cooperate we will stay inside and play games. It is too steep to walk the trail when it's raining. We hope that you will join us!

**💗 Tampa Virtual Speed Dating — Hosted on Zoom** Meet Tampa singles from home in short, hosted one-on-one rounds on Zoom. We match by age and personality. **Pick your age group and register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=531.0&productType=onlineSpeedDating&city=Tampa&groupurlname=find-authentic-connections-through-group-outings&ar=18-32&face_v=2.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=531.0&productType=onlineSpeedDating&city=Tampa&groupurlname=find-authentic-connections-through-group-outings&ar=30-46&face_v=2.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=531.0&productType=onlineSpeedDating&city=Tampa&groupurlname=find-authentic-connections-through-group-outings&ar=40-58&face_v=2.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=531.0&productType=onlineSpeedDating&city=Tampa&groupurlname=find-authentic-connections-through-group-outings&ar=55+&face_v=2.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below and complete the quiz. Capacity is limited. --- **How It Works** 1. **Register** – Pick your age group above and sign up. 2. **Take the quiz** – Short personality quiz so we can match you well. 3. **Join on Zoom** – Your host will guide you through every round. 4. **Get matches** – Mutual matches sent after the event. --- ✨ Sign up, take the quiz, and meet Tampa singles tonight. 💕 ✨

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

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

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

Join us every other Wednesday during the summer at 5:30pm at Blendon Woods Inclusive Playground. Starts Wednesday June 17th. **Agenda** 5:30-6:15 Kids Play & Dad's Meet 6:15-6:45 Snacks & Father/Son Men's Group Circle \- Simple intro Round \- What are Dad & Son working on? \- Various Topics for Fathers and Sons\(What does it mean to be a man? Etc\.\) 6:45-7 Close. Go get food or keep playing. Mario will lead this group and hold the space. Generally, it is a laid-back, open group that can be modified to accommodate those who show up. If people want to go get dinner after, we can :) It's all about making friends and building a positive community. Mario has led men's groups for several years, sponsored by Speak Your Mind, an Ohio Non-Profit organization with a focus on men's mental well-being. Click here to learn more about SYM: https://linktr.ee/taketimespeakyourmind). All events are non-denominational and donation-based. No one will be turned away for their beliefs or financial position. Suggested donation is $5 per family per meeting (Covers the cost of meetup). **Donation link**: https://secure.givelively.org/donate/angels-for-angels/speak-your-mind **Liability Waiver** to fill out before your first event (Required). This covers the non-profit in the event of any accidents. https://form.jotform.com/242207035182144 Contact Mario with any questions: 808-855-8831 Address: 4265 E. Dublin Granville Road Columbus, OH 43081 Follow signs to the back of the park (Inclusive Playground)

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.