Industrial Internet of Things (IIOT)

What’s on your summer bucket list this year? Come share your ideas, hear everyone else’s, and maybe discover a few things you didn’t even know existed. The best part? Some of these ideas may turn into future group meetups. ATTENDANCE POLICY: To keep this group running smoothly and ensure that spots are available for those who genuinely want to attend, please RSVP only if you are confident you can make it. If you RSVP “Yes” and do not attend without updating your RSVP in advance, you may be restricted from attending future events for a period of time. We understand that things come up. If you can no longer attend, simply update your RSVP as soon as possible so your spot can be offered to someone on the waitlist. Repeated no-shows will result in removal from the group. Thank you for respecting everyone’s time and helping us maintain a reliable and engaged community. SUPPORT THINKERS AND DRINKERS: Thinkers and Drinkers International is a registered 501(c)7 nonprofit organization. We work hard to create an organization that adds value to our communities while keeping membership free for all. If you find value in what we’re doing, please consider donating through Patreon: [https://www.patreon.com/thinkers](https://www.patreon.com/thinkers) CONNECT: Instagram: @ThinkersDrinkersInternational Facebook: [https://www.facebook.com/thinkersdrinkersinternational/](https://www.facebook.com/thinkersdrinkersinternational/) Podcast: [https://www.spreaker.com/user/thinkersdrinkersinternational](https://www.spreaker.com/user/thinkersdrinkersinternational) Email: ThinkersDrinkersInternational@gmail.com

Welcome to our new home at the historic Tivoli Theater! Please check our details for access to the space on [our website](https://www.hacdc.org/visit/). Join the discord for questions / help getting in (use channel #let-me-in) [https://discord.gg/dNjuNhNmeT](https://discord.gg/dNjuNhNmeT)

Join us for a fun experience with conveyor belt sushi and robots that serve drinks at **Kura Revolving Sushi Bar** (Tysons location)! ***NOTE: We'll be seated in 3 groups of 4 people. Each group will have their own tab - and should be able to split the bill using the ordering tablet. In the event that is not the case, please be prepared to calculate / split the tab with your table group (include 10% tax plus 20% tip). While some may be inclined to tip less due to the high tech nature of this experience, please be mindful that tips are shared between the restaurant and kitchen staff. Thanks in advance for your consideration.*** ***Patch:*** Shoppers at Tysons Corner Center may be familiar with the revolving sushi bar on the lower level of the mall. Just minutes away from the mall, there's a standalone restaurant serving sushi and other Japenese dishes moved by a conveyor belt and drinks delivered by robots. Kura Sushi is a Japanese restaurant concept established in Japan in 1977 and expanded to the U.S. in 2008. The restaurant brand helped establish the revolving sushi concept, which features sushi plates circulated around the restaurant by conveyor belt. There's also an express belt where kitchen staff can send dishes customers order by tablet at their table. The menu features over 140 Japanese dishes free of artificial sweeteners, seasonings, preservatives and coloring. One of the restaurant brand's technological features has been drink orders delivered by Kur-B the KuraBot robot. Staff typically receive orders, place beverages on the robots and program it to deliver to a specific table. Diners place orders directly on the tablet at their table and check out on their mobile phone. The restaurant offers prizes once certain numbers of dishes are ordered. These prizes could include keychains, cable protectors and stickers. The prizes are usually available for purchase at the restaurant while supplies last. Diners can also join the Kura Sushi Rewards program, which provides a $5 reward for every $50 spent, allows diners to see live wait times, join the waitlist remotely, and receive special promotions. The restaurant brand has hundreds of locations in Japan, Taiwan and the U.S. The Tysons location is the 40th U.S. location and was the first in Virginia. Check out Kura menu [here ](https://kurasushi.com/menu/) **WAITLIST:** Meetup does not allow a waitlist for paid events. If this event fills and you are interested in adding your name to the waitlist, please send host a message through the app. To enhance the opportunity for great conversation, we would like to keep the group small. Please feel free to sign-up to meet us along with up to 2 friends. In the future, we will vary the days of the week, geography and the cost of restaurants so that we can attract many different types of diners. PLEASE MAKE SURE YOU ARE COMMITTED TO GO WHEN YOU RSVP FOR THIS EVENT. In the event our group incurs a fee for no-shows / late cancellations, your ability to RSVP for future events will be restricted. Thank you in advance for your understanding.Feel free to make suggestions for future meet locations. All diners will have their own tab to avoid any confusion. \*\* The small non-refundable registration fee helps us share the cost associated with Meetup platform ($360/year) and reduces the likelihood of no-shows, allowing us to better plan our events and accommodate attendees. Thank you in advance for your understanding!\*\* If you are unable to join us in June, we hope you'll stay interested and join us for a meal in the future. Looking forward to seeing you at Kura in Tysons!

Let's return to one of our favorite spots to play - William Jeffrey's Tavern! WJT is a real good venue for playing the popular Pour House Trivia game. This place is less noisy than many trivia venues, and they have real good food! It is a 7:00 pm game, but you should try to arrive at least 15 minutes earlier to find us and get settled. There might be some street parking available, but there is also a parking garage for the building around back with free validated parking. The place is also on a frequent bus line from Pentagon City metro. This event is limited to seven people, so sign up now to save your spot for this fun trivia option!

**NEW UPDATE:** Additional members of the cubing community have reached out to me and we all agree, the more cubing the better! I have removed the 12 person limit and we are adding an overflow cube for those also interested in non vintage type cubes! These guest cubes may consist of the following: \- Alex's Enchantment Cube: [Enchanted to Meet You](https://cubecobra.com/cube/list/enchantedCube)! \- Matthew's Avatar cube: [Avatar: The Last Airbender Power(ful) Cube](https://cubecobra.com/cube/list/avatarTLA) Priority will still fall to firing the vintage cube but what this means is if we reach 12 members we can offer the option to fire both cubes at 6 and 6 or just the vintage cube at 2 pods each. If we reach over 12 we will divide up the players between the two cubes with earlier RSVPs getting priority on their choice. If you have a cube that you are interested in having as a spill over cube please reach out to me and we can coordinate. Thank you! Come join and casually draft a vintage cube that is open to everyone. No cost to enter! The store provides promo booster packs and I usually throw in a pack of the most recent standard set to award to the people with the best records at the end of the night. [What is Cube?](https://www.youtube.com/watch?v=rNDBTRG6keM) What: Vintage Cube Draft When: 6:00pm Where: Your Hobby Place in Old Town Alexandria (Your Hobby Place, 700 N Washington St, Alexandria, VA 22314) We aim to start drafting shortly after 6:00pm as the store's register closes at 9:00pm. The store owner is kind enough to keep the space open for us to finish rounds. In previous events we've usually wrapped up around 9:45. All skill levels are welcome and all cards, lands, tokens needed are provided so you only need to bring yourself and potentially some dice and playmat if you prefer. The list can be seen here: [https://cubecobra.com/cube/list/proxybacon](https://cubecobra.com/cube/list/proxybacon) Join Your Hobby Place's Discord and grab the Cube Role in the mtg-chat channel for the most up to date information on cube at their location: [https://discord.gg/9je3G8vzXh](https://discord.gg/9je3G8vzXh) **Important Notice:** I have seen an increased number of signups and no shows amongst brand new accounts. In an effort to make sure we have room for everyone if this is your first time joining and you have just created a meetup account please reach out to me via Meetup or discord. **Late Policy:** RSVPing will hold your spot for up to 10 minutes after 6. If you expect you may be running late please reach out to me via the store's discord. My username is iluvbacon610.

Volunteer with us refurbishing donated bicycles to help us get them back out in the community! This event is open to both new and existing volunteers. No mechanical experience is necessary. Note: The warehouse location is in the alley behind 1502 Mt Vernon Ave. Enter through the gray door next to a roll-down garage door. If you drive to the location, be sure to park in the street, not in the alleys or parking lots surrounding the warehouse. And wear clothes you don't mind getting dirty with bicycle grease! Please be aware that volunteers under 18 need a parent or guardian to accompany them to their first volunteer experience and sign a liability waiver, while volunteers under 16 need a parent or guardian to accompany them at all times while volunteering with Vélocity.

Hello! 😊 **Note:** This event is posted on multiple platforms, so more people come than just the RSVPs here. This is a **Speed Dating event** ❤️ **Why participate:** Great and easy way to meet your **new girlfriend / boyfriend!** You do not need to think about who starts first, **the host does everything for you.** Great and easy way to make **new friends.** **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/dc -** (if link doesn’t work - it means we sold out) 🕊️ **Changed plans?** Just DM us 24h before the event for **full refund**! 😊 ❗ **Note:** We often sell out close to **1 week** before the event! ❤️ **Why People Love Our Events:** ⚖️ **50/50 gender ratio guaranteed** \- watched with care so both sides stay even 😌 **Professional host included** \- the host takes care of everything for you ☺️ **Relaxed, welcoming atmosphere** \- easy\, calm\, and not strange 🎉 **Friendly people** \- everyone is usually very warm and respectful\! 🧭 **YOUR FIRST TIME? 😊 HERE IS HOW IT WORKS:** 🧭 You have a **5 min conversation** with every participant ⏱️ There are **question cards** on each table! Men rotate every 5 minutes, women stay seated. At the end you get your matches. ❤️ 📍 **LOCATION:** The venue location is sent to **ticket holders** after purchase. It is always a big cafe lounge in a central location. 💌 **QUESTIONS?** Email us! We get back to every message! **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/dc -** (if link doesn’t work - it means we sold out) 🕊️ **Changed plans?** Just DM us 24h before the event for **full refund**! 😊 ❗ **Note:** We often sell out close to **1 week** before the event! I’m glad to welcome you there! See you soon! 😊❤️

The way organizations build teams and the way professionals build careers is changing. Fractional, part-time, and project-based work is no longer a stopgap. It's becoming a deliberate strategy on both sides of the work equation; the "Portfolio Career" of the future is happening now. In this session, Stephanie Ranno draws on her work connecting experienced professionals with employers who are rethinking how they access talent. Whether you're a content strategist navigating a tough market and piecing together flexible engagements or an organization weighing whether a fractional hire could move the needle for a specific project, this session offers practical perspectives for both. We'll explore what's driving the shift toward flexible work arrangements, how to position yourself or structure your team to make the most of it, and what it actually takes to make fractional and part-time roles work well for everyone involved. **About Stephanie** Stephanie brings more than 20 years of experience in staffing and recruiting, helping organizations of all sizes and in all industries build high-performing teams. She has worked with clients in financial services, associations and nonprofits, government consulting, and professional services to connect them with exceptional talent. As Director of Growth, Stephanie partners with FlexProfessionals DC and Boston teams to expand the firm’s mid-market presence and bring our services to new metro areas. She focuses on opening new pathways for businesses to access flexible, top-tier talent in accounting, finance, HR, administration, operations, and marketing. Stephanie is committed to showing employers how flexible work models can give organizations a competitive edge while creating meaningful career opportunities for professionals. Beyond her client work, Stephanie is a frequent speaker and writer on topics including workforce trends, talent acquisition, neurodiversity, and inclusion. Inspired by her own family, she has a special interest in advancing neurodiversity in the workplace and creating a future of meaningful work for all.

A small team of AWS Solutions Architects not traditional software engineers, built AIRE Traffic Control (ATC), a production agentic AI platform now serving thousands of builders. We used AI at every stage: spec-driven development, AI-generated code, automated testing, and agentic workflows. In this talk, we'll share the real story, the architecture, the failures, the breakthroughs, and what we learned about driving adoption from 32% to 92% in 10 weeks. You'll walk away with practical patterns for building multi-agent systems, using AI-DLC methodology, and empowering non-traditional dev teams to ship production-grade applications.

Join us for an exciting Singles Mixer in Rockville, Maryland — an evening created for meeting new people, building genuine friendships, and discovering unexpected romantic connections. Whether you’re newly single, new to the area, or simply ready to expand your social circle, this event offers the perfect setting to connect with others in a fun and welcoming atmosphere. From the moment you walk in, you’ll be surrounded by upbeat energy, engaging conversations, and a crowd of singles who are looking to enjoy a great night out. The vibe will be relaxed yet elevated, making it easy to strike up conversations, share laughs, and meet people who share your interests and outlook on life. Forget the endless swiping and online small talk — this is your chance to experience real chemistry face-to-face. Sometimes all it takes is one introduction, one spark, or one memorable conversation to create a meaningful new friendship or romantic connection that could continue long after the evening ends. Whether you arrive solo or with friends, you’ll find an inviting crowd and an atmosphere designed to help people connect naturally. Sip cocktails and take in an evening filled with possibility, excitement, and plenty of opportunities to meet someone new. Make plans to join us in Rockville for a night of connection, conversation, and unforgettable moments. You never know who you’ll meet, what friendships you’ll form, or where the night could lead when the right people come together in the perfect setting. **Can't make this event? Sign up for FREE on our website to get updates on future events:** [www.Intelligent.Events](https://www.intelligent.events/ "https://www.Intelligent.Events")

VIRTUAL PRESENTER. NOTE SPECIAL DATE: 2ND TUESDAY IN THE MONTH .NET 10 is here alongside a practically rewritten Visual Studio 2026. Learn about the new C# 14 features, VS2026 niceties, and more!

This Happy Hour is devoted to professionals in the International Affairs and Development community, to grow, interact, and learn from each other. It is designed to provide a professional environment to meet other International Affairs professionals to broaden one's career. It is also for those interested in International Affairs and Development careers and are studying or intend to enter the dynamic world of global development. HOW IT WORKS : We will try to assign tables for each represented INDUSTRIES/SECTORS/SPECIALIZATIONS and will direct attendees to their respective tables accordingly. All industries are welcome! However we don't guarantee the availability of a partner in that particular field, you would like to exchange experience. PLEASE BRING YOUR SOFT/HARD COPY BUSINESS CARDS. Rules to abide : 1\. Event is 21\+ \(bring ID\)\. 2\. Be respectful to your counterparts and give them a chance to exchange with others as well\. 3\. We all specialize in one or two fields and be willing to engage others and try to accommodate as much as possible\. 4\. If you don't specialize in the other person's required discipline\, LEAVE THEM ALONE\. 5\. Rude or aggressive members are removed from the group at an organizers discretion\. 6\. This is a face\-to\-face event\. DO NOT try to arrange an online meeting\, by using the comment box or direct message\. 7\. Most of our members complained about people writing in the comment box\. Since it sends notification to all attendees\. If you have any questions\, send a message to the organizers\. Don't write in the comment box\. 8\. We have ZERO TOLERANCE for solicitation\. We don't allow anyone to run their own agenda at the Event\. If you are interested to promote/sponsor/collaborate; contact us via \(info@merevents\.com\)\. 9\. When you get there\, we greet you and take you to your respective group\. 10\. Don't be shy of your specializations\. We have diplomates assigned to different countries\, who would love to learn more from your experience\. 11. ***Please be patient for the first 30 minutes, up until we form a group with your respective industry/sector.*** ***AFTER THE SOCIAL, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!*** ***N.B. : We have ZERO TOLERANCE for solicitation. We don't allow anyone to run their own agenda at the Event. If you are interested to promote/sponsor/collaborate; contact us via ([info@merevents.com](http://info@merevents.com/)).***

# NVTC Event (NVTC Registration Required) A Morning with Cyber Icon Kevin Mandia *** I am attending this event with the Northern Virginia Technology Council and wanted to share in case others are interested, particularly given our group's strong interest in AI. NVTC morning events typically feature a coffee & bagel breakfast with a really good speaker. I know weekday mornings can be a struggle, but if this is of interest to you, you can register on the NVTC website: [A Morning with Cyber Icon Kevin Mandia - Northern Virginia Technology Council](https://www.nvtc.org/event/a-morning-with-cyber-icon-kevin-mandia/) ## Details Date: June 10, 2026 Time: 9:00 AM - 11:00 AM Cost: Free for NVTC members, $40 for nonmembers ### Venue LMI Headquarters 7940 Jones Branch Drive McLean, VA 22102 From the NVTC website: One of the most consequential figures in cybersecurity history is coming back to where it all began, and you can be in the room. The Northern Virginia Technology Council (NVTC) is proud to name Kevin Mandia as our 2026 Cyber Icon. Chances to hear him speak candidly, outside the world’s biggest stages, are extraordinarily rare. This is one of them. **Why this moment is different** In March 2026, Mandia’s new company, Armadin emerged from stealth with a record-breaking $189+ million raise, the largest in cybersecurity history. His message is unambiguous: AI hasn’t just changed cybersecurity; it has rewritten the rules entirely. Today’s attacks are autonomous, adaptive, and relentless driven by intelligent software agents operating at machine speed. Armadin was built for this new reality, and Mandia is at the center of this transformation. On June 10, he’ll share where cybersecurity is headed next—and what leaders must do now to stay ahead. He’ll be joined by longtime collaborator Ronald Bushar, CISO and Managing Director at Google Public Sector, for a candid, insider conversation that goes far beyond the headlines. **What you’ll hear** * **The Mandiant Legacy:** How the exposure of APT1 reshaped the global understanding of cyber threats—and changed the industry forever. * **The AI Inflection Point:** What autonomous, learning-based attacks mean for defense in a world moving at the speed of compute. * **Autonomous Offense as Defense:** Why the future may involve AI defending against AI—with little to no human intervention. * **The Founder’s Journey:** The decisions, risks, and resilience behind building Mandiant into a $5.4B acquisition—and starting again. * **The Future Cyber Workforce:** How roles are evolving, what skills will matter most, and how the next generation must prepare. No recording. No replay. No second chance. Seats are limited. **Register now before this moment passes you by!** ## CPE Credits are available to attendees *We are pleased to offer 2.4 continuing professional education (CPE) credits to those that attend the event. CPE certification at A Morning with Cyber Icon Kevin Mandia is being administered by Carahsoft Technology Corp. Carahsoft is registered with the National Association of State Boards of Accountancy (NASBA) as a sponsor of continuing professional education of the National Registry of CPE Sponsors. For more information on the CPE credit we are offering, our CPE sponsor (NASBA), and the submission process, please* ***[click here](https://carahevents.carahsoft.com/Event/Details/759939-cpe?auth=65c43597315342f482a6c07402079c85)****.*

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

## 🤝 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. ###

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

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

**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)

Who else is ready to sit outside? Join us for a casual chat over coffee & tea at Grandview Grind! Come out and meet some new people, enjoy your favorite drink, and make some new friends!

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\.