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**💖 St. Petersburg Online Speed Dating on Zoom** Join from home and meet real St. Petersburg singles in guided one-on-one Zoom rounds. Matched by age and personality. **Choose your age range to sign up:** - **Ages 18-32** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=30-46&face_v=3.0) - **Ages 40-58** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=40-58&face_v=3.0) - **Ages 55+** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=55+&face_v=3.0) **⚠️ Your RSVP doesn't confirm a place.** Click your age group below, register, and take the personality quiz. Spots are 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 St. Petersburg singles tonight. 💞 ✨

**💞 Online Speed Dating – Real Tampa Locals, Live on Zoom** Ditch the apps. Meet Tampa singles face-to-face on Zoom tonight. We match you with compatible Tampa locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **✅ RSVP here and we'll take care of the rest.** After you RSVP, the host will message you directly with the personality quiz and Zoom details. Spots are limited. --- 🎯 **Perfect for:** - Anyone curious about speed dating in a relaxed setting - Introverts who shine in one-on-one conversations - People re-entering the dating scene after a break - Busy professionals who don't want to waste evenings **Event Details** - **Format:** Live on Zoom – guided rounds from your home - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Casual, easy-going conversations with Tampa singles - **Tech:** Zoom, webcam, and a stable connection - **Duration:** Roughly 90 minutes **How It Works** 1. **Grab your spot** – Hit RSVP above to join the list. 2. **Watch for a host message** – The host will send you a short personality quiz after your RSVP. 3. **Complete the quiz** – A quick personality quiz so we can find your best matches. 4. **Log in on the night** – Connect to the Zoom session from home. The host runs the show. 5. **Speed date** – One-on-one rounds with personality-matched Tampa locals. Matches shared afterwards. ⭐ *"I was nervous but the host made it effortless. Met someone wonderful first try."* – Tampa single **Frequently Asked Questions** **Is my info private?** Absolutely. Contact details are only exchanged on mutual match. **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What happens after?** Mutual matches are sent out after the event. **Do I need anything besides Zoom?** Just Zoom, a webcam, and Wi-Fi. That's it. --- ✨ Your next match could be one RSVP away. 🦋 ✨

Some trained COUNT volunteers work together once a month at RMH (http://www.rmhc-centralohio.org/volunteer.php) as Housewarmers (usually on the 1st Sunday from 1 – 5 PM). Some schedule other shifts at their convenience. You may try this out with less fuss by following a "Fast track" or go through the normal process. Fast track • Arrange a time to shadow a COUNT volunteer. Call Dave Nohle at 614-268-9558 (cell). • Show up and try it out. • Complete application, etc. later. Normal process • Complete an online application (http://rmhc-centralohio.org/volunteer/). • Attend orientation in advance. • At orientation you will complete forms agreeing to keep family/patient info private and allowing a background check and tour the facility. • Complete one training shift. Daily shifts are: morning 9 AM - 1 PM, afternoon 1 - 5 PM and evening 5 - 9 PM. • Schedule shifts online using the on the RMH scheduling system (http://www.volgistics.com/ex/portal.dll/?FROM=32895). The Ronald McDonald House (RMH) provides housing and meals for families with sick children. The Columbus RMH is the largest in the world with 137 rooms. COUNT has been volunteering there since May 2014. Housewarmers work with RMH guests to provide a home-like environment - greet, assist with family needs, answer phones, give tours, assist with checkin/checkout, prepare guest rooms after checkout, clean facility, laundry, restock supplies and staff the front desk. RMH Housewarmers volunteer at least one four-hour shift a month. All Housewarmers must complete an application and agree to a background check before they can be full fledged volunteers.

Who’s up for a pizza night at the highly requested Pizza House? 🍕🍻 Join us at for great pizza, good laughs, and even better company! Come hungry and ready for a cheesy good time.

**💝 Orlando Virtual Speed Dating — Hosted on Zoom** Online speed dating for Orlando locals — personality matched, hosted live on Zoom. **Choose your age range to sign up:** - **Ages 18-32** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Orlando&groupurlname=join-our-circle-of-serious-singles&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Orlando&groupurlname=join-our-circle-of-serious-singles&ar=30-46&face_v=3.0) - **Ages 40-58** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Orlando&groupurlname=join-our-circle-of-serious-singles&ar=40-58&face_v=3.0) - **Ages 55+** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Orlando&groupurlname=join-our-circle-of-serious-singles&ar=55+&face_v=3.0) **⚠️ 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. --- ✨ Speed dating from home — easy, matched, and fun. 🥰 ✨

**💓 Online Speed Dating – Real Miami Locals, Live on Zoom** Speed dating from home — connect with real Miami singles on Zoom. Quick, hosted rounds on Zoom with Miami singles paired to your age group and personality. No awkward pauses — just natural conversation. **✅ RSVP here and we'll take care of the rest.** After you RSVP, the host will message you directly with the personality quiz and Zoom details. Spots are limited. --- 🎯 **Perfect for:** - Anyone who likes connecting online before meeting face-to-face - Introverts who shine in one-on-one conversations - Anyone curious about speed dating in a relaxed setting **Event Details** - **Format:** Zoom video session – short timed rounds - **Location:** From home – all you need is Wi-Fi and a webcam - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Great energy, real people, authentic conversation **How It Works** 1. **RSVP below** – Click RSVP to reserve your place. 2. **The host will contact you** – After RSVP, you'll get a message with the personality quiz so we can pair you well. 3. **Answer the personality quiz** – Takes just a few minutes and makes the matching much better. 4. **Hop on Zoom** – You'll receive the Zoom link before the event. The host handles the rest. 5. **Chat & match** – Quick timed rounds with Miami singles, then mutual matches sent out after. **Frequently Asked Questions** **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. **Is my info private?** Absolutely. Contact details are only exchanged on mutual match. **When will the host contact me?** Usually within a day or two of your RSVP, well before the event. **Do I need anything besides Zoom?** Just Zoom, a webcam, and Wi-Fi. That's it. --- ✨ Real people, real conversations — all from your home. RSVP to join us. 💓 ✨

**🦋 Speed Dating from Home – Meet Cape Coral Singles Live on Zoom** Genuine conversations with real locals — all from your living room. We match you with compatible Cape Coral locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **✅ Grab your spot by RSVPing.** The host will send you a personality quiz and Zoom details directly after you RSVP. Don't leave it too late — places fill up. --- 🎯 **Perfect for:** - People re-entering the dating scene after a break - Anyone who likes connecting online before meeting face-to-face - Singles in Cape Coral who want to meet people from home **How It Works** 1. **RSVP below** – Click RSVP to reserve your place. 2. **Check your Meetup messages** – The host will reach out with a personality quiz to match you with compatible Cape Coral singles. 3. **Complete the quiz** – A quick personality quiz so we can find your best matches. 4. **Log in on the night** – Connect to the Zoom session from home. The host runs the show. 5. **Chat & match** – Quick timed rounds with Cape Coral singles, then mutual matches sent out after. **Event Details** - **Format:** Live on Zoom – guided rounds from your home - **Location:** From home – all you need is Wi-Fi and a webcam - **Host:** Experienced host steering the session - **Vibe:** Great energy, real people, authentic conversation - **Privacy:** Contact info only shared when both match - **Tech:** Zoom, webcam, and a stable connection - **Rounds:** Multiple short one-on-one rounds - **Matches:** Mutual matches sent out after the event 💡 **Tip:** Good lighting and a clean background make a big difference. **Frequently Asked Questions** **Do I need anything besides Zoom?** Just Zoom, a webcam, and Wi-Fi. That's it. **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. --- ✨ Your next match could be one RSVP away. 🥰 ✨

**🎶 BTS Is Coming – Port St. Lucie K-Pop Random Dance Party!** K-pop fans in Port St. Lucie, this one's for you. We'll put on the music, call random songs, and dance together. BTS tracks, K-pop bangers, all of it. Come ready to move. **🔞 18+ only.** This is an adults-only event. --- 🎶 **What to expect:** - A chance to meet Port St. Lucie locals who love K-pop as much as you do - Random play dance to BTS and K-pop hits - Fan chants, singalongs, and pure concert energy - Random song calls — jump in when you know the choreo **Event Details** - **Format:** In-person random play dance – Port St. Lucie fans only - **Vibe:** Loud, fun, and full of Port St. Lucie K-pop fans - **Age:** 18+ only **How It Works** 1. **Show up** – RSVP and come ready to dance. 18+ only. 2. **The music starts** – We go random play dance format. Song called, fans jump in. 3. **Full BTS section** – We dedicate a proper block to BTS to get everyone hyped for the concert. 4. **Fan time** – Between rounds, meet fellow Port St. Lucie fans and share concert plans. 💡 **Tip:** Even if you don't know every move, come and vibe. The energy is the point. --- ✨ See you on the dance floor, Port St. Lucie. 18+ only. 💃 ✨

**⚡ BTS Is Coming – Hialeah K-Pop Random Dance Party!** With BTS on their way, it's time to get the fan energy going in Hialeah. We'll put on the music, call random songs, and dance together. BTS tracks, K-pop bangers, all of it. Come ready to move. **🔞 Adults only — 18+.** Please only RSVP if you are 18 or over. --- 🎶 **What to expect:** - All levels welcome — know the moves or just vibe along - Fan chants, singalongs, and pure concert energy - Random song calls — jump in when you know the choreo - Celebration vibes ahead of the BTS concert **Event Details** - **Format:** In-person K-pop fan gathering with random dance - **Vibe:** Loud, fun, and full of Hialeah K-pop fans - **Age:** 18+ only **How It Works** 1. **Come along** – RSVP below and show up on the day. 18+ only. 2. **Random play dance begins** – Music plays, a song gets called, fans who know it jump in. 3. **BTS set included** – We'll make sure the BTS catalogue gets plenty of play. 4. **Meet the fans** – Connect with Hialeah locals who love K-pop as much as you. 💡 **Tip:** Wear comfortable shoes — you'll be on your feet the whole time. --- ✨ Random dance, BTS vibes, great people. What more do you need? 👑 ✨

Dodgeball is back again! If you’ve been wanting to come out, this is an easy one to join. We’ll be playing for about 1.5 to 2 hours, you do not need to bring any equipment, and no experience is needed. We use a specific set of rules and equipment to make the games run better and keep them fun for everybody, not just people who already know how to play. If it rains, the event will be canceled.

**💗 Speed Dating from Home – Meet Jacksonville Singles Live on Zoom** We pair you by personality and age so every conversation feels natural. Each round is a brief one-on-one Zoom chat with a Jacksonville local paired by age and personality. A host keeps the pace comfortable. **✅ RSVP to secure your spot.** The host will reach out after your RSVP with a quick personality quiz to help us pair you with compatible Jacksonville singles. --- 🎯 **Perfect for:** - Singles in Jacksonville who want to meet people from home - Anyone curious about speed dating in a relaxed setting - Anyone who likes connecting online before meeting face-to-face **Event Details** - **Format:** Hosted on Zoom – one-on-one video dates - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Experienced host steering the session - **Vibe:** Laid-back one-on-one chats with Jacksonville locals - **Rounds:** Multiple short one-on-one rounds - **Privacy:** Contact info only shared when both match **How It Works** 1. **RSVP here** – Secure your spot on Meetup. 2. **The host will contact you** – After RSVP, you'll get a message with the personality quiz so we can pair you well. 3. **Answer the personality quiz** – Takes just a few minutes and makes the matching much better. 4. **Hop on Zoom** – You'll receive the Zoom link before the event. The host handles the rest. 5. **Meet your matches** – Cycle through short chats, then see who you clicked with after the event. 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. **Frequently Asked Questions** **What's the personality quiz for?** It helps us match you with compatible people. The host will send it after your RSVP. **How long are the chats?** A few minutes each — just enough to get a sense of someone. **How do I get the Zoom link?** The host will message you directly after your RSVP with everything you need. --- ✨ Speed dating from home — easy, fun, and personality matched. ✨ ✨

**👑 K-Pop Random Dance Party in Orlando – Let's Celebrate BTS!** Before BTS hits the stage, let's hit the dance floor together in Orlando. Random play dance is simple: the music plays, someone calls the song, and fans who know the choreo jump in. It's chaotic, joyful, and the best way to celebrate BTS season. **🔞 Adults only — 18+.** Please only RSVP if you are 18 or over. --- 🎶 **What to expect:** - Random play dance to BTS and K-pop hits - A welcoming crowd of Orlando K-pop fans - All levels welcome — know the moves or just vibe along - Random song calls — jump in when you know the choreo - Celebration vibes ahead of the BTS concert - BTS concert hype with fellow fans **Event Details** - **Format:** Casual group dance session – BTS and K-pop hits - **Vibe:** Pure K-pop joy — no judgement, just dancing - **Age:** 18+ only **How It Works** 1. **RSVP and arrive** – Just turn up ready to move. 18+ only. 2. **Random play dance begins** – Music plays, a song gets called, fans who know it jump in. 3. **Full BTS section** – We dedicate a proper block to BTS to get everyone hyped for the concert. 4. **Hang and connect** – Chat with other Orlando K-pop fans between dance rounds. **Frequently Asked Questions** **What should I wear?** Comfortable clothes you can move in. No dress code — just be ready to dance. **Is this connected to the BTS concert?** This is a fan-organised meetup to celebrate BTS season. Not affiliated with the official concert. **Do I need to come with a group?** Not at all. Most people come solo and meet others on the night. --- ✨ The concert is coming. Let's start the hype now. 🫶 ✨

**🦋 St. Petersburg Speed Dating – Personality Matched & Hosted on Zoom** Online speed dating for St. Petersburg locals — hosted live on Zoom, personality matched. It's simple: complete a short personality quiz, jump on Zoom, and meet St. Petersburg singles in guided one-on-one rounds. Matches shared afterwards. **✅ RSVP to secure your spot.** The host will reach out after your RSVP with a quick personality quiz to help us pair you with compatible St. Petersburg singles. --- 🎯 **Perfect for:** - St. Petersburg locals after personality-matched dates - First-timers new to speed dating - Anyone curious about speed dating in a relaxed setting **How It Works** 1. **RSVP here** – Secure your spot on Meetup. 2. **The host will contact you** – After RSVP, you'll get a message with the personality quiz so we can pair you well. 3. **Complete the quiz** – A quick personality quiz so we can find your best matches. 4. **Log in on the night** – Connect to the Zoom session from home. The host runs the show. 5. **Chat & match** – Quick timed rounds with St. Petersburg singles, then mutual matches sent out after. **Event Details** - **Format:** Hosted on Zoom – one-on-one video dates - **Location:** Online from home – no need to go anywhere - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Great energy, real people, authentic conversation 💡 **Tip:** Just be yourself. That's always the best approach. ⭐ *"I was nervous but the host made it effortless. Met someone wonderful first try."* – St. Petersburg single --- ✨ Your next match could be one RSVP away. ✨ ✨

**💕 Orlando Virtual Speed Dating – Hosted, Curated & on Zoom** A hosted online speed dating experience for Orlando locals. Join from home, get paired with Orlando singles your age, and have real conversations on Zoom. A host manages everything so you can just relax and enjoy. **✅ Grab your spot by RSVPing.** The host will send you a personality quiz and Zoom details directly after you RSVP. Don't leave it too late — places fill up. --- 🎯 **Perfect for:** - Introverts who shine in one-on-one conversations - Anyone who likes connecting online before meeting face-to-face - Orlando locals after personality-matched dates - First-timers new to speed dating - Singles in Orlando who want to meet people from home **Event Details** - **Format:** Hosted on Zoom – one-on-one video dates - **Location:** Online from home – no need to go anywhere - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Laid-back one-on-one chats with Orlando locals - **Privacy:** Contact info only shared when both match - **Rounds:** Multiple short one-on-one rounds **How It Works** 1. **RSVP here** – Secure your spot on Meetup. 2. **Check your Meetup messages** – The host will reach out with a personality quiz to match you with compatible Orlando singles. 3. **Complete the quiz** – A quick personality quiz so we can find your best matches. 4. **Log in on the night** – Connect to the Zoom session from home. The host runs the show. 5. **Speed date** – One-on-one rounds with personality-matched Orlando locals. Matches shared afterwards. ⭐ *"I was nervous but the host made it effortless. Met someone wonderful first try."* – Orlando single **Frequently Asked Questions** **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. **When will the host contact me?** Usually within a day or two of your RSVP, well before the event. **Do I need experience?** Not at all. The host walks you through everything. --- ✨ Speed dating from home — easy, fun, and personality matched. 💝 ✨

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. 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)

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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

**Abstract:** Motivated by the challenges of detecting extremely rare failures in sophisticated circuit design specifications, we study the problem of efficiently identifying multiple disjoint regions of interest (ROIs) — regions of a continuous, high-dimensional parameter space where a complex, expensive-to-evaluate target function falls below or above a pre-specified threshold. We reframe this problem as a Bayesian sequential decision-making problem and, more broadly, as an instance of strategic agent behavior in continuous spaces: an agent that must allocate a hard evaluation budget intelligently, updating its belief about the unknown function after each observation and choosing the next query to maximize coverage of all disjoint failure regions rather than convergence to a single optimum. This is a *hybrid* event. To attend online, join us on Zoom here at 6pm: [https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1](https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1) Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants. * **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654 * **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Working® by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI. * **Logistics**: To access the Grainger office, we require first and last names of those who RSVP'd by Jun 11. Please take the main elevators at the center of the Mart. Attendees will then present their IDs when they arrive at the front desk on the 18th floor.

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\.

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!