Data Protection

[Profs and Pints Northern Virginia](https://www.profsandpints.com/washingtondc) presents: **“Psychedelic-Assisted Therapy,”** on findings, debates and trends in the use of psychedelic substances to treat trauma and other conditions, with Whitney Marris, instructor at the University of Buffalo’s School of Social Work, certified psychedelic-assisted therapy facilitator, and consultant to clinical trials. [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/nv-psychedelic-assisted-therapy](https://events.ticketleap.com/tickets/profsandpints/nv-psychedelic-assisted-therapy) .] Psychedelics are rapidly moving from the margins into the mainstream, and questions abound as the sociocultural and legal landscapes surrounding them shift. President Trump’s recent executive order expanding access to psychedelic drugs for certain conditions and accelerating research on them has both heightened interest and added to confusion. Learn more about the so-called “Psychedelic Renaissance,” and get help separating the hope from the hype surrounding it, with Whitney Marris, a leading trainer and facilitator of psychedelic therapy who has used it to treat trauma survivors, military veterans, and people with cancer. She’ll present foundational information on what we know about how psychedelics work. You’ll learn how psychedelic-assisted therapy differs from “trip sitting” and about what we know about the effects of “microdosing” versus “macrodosing.” We’ll examine what has been demonstrated to be helpful versus harmful before, during, and after a dosing session intended to support significant, sustainable change. Marris also will discuss the historical and cultural context of the use of psychedelic medicines for healing, and she’ll describe the ethical challenges that arise as such practices move from counterculture to clinic. We’ll look at emerging and evolving findings in the field, as well as at the roles being played by various financial interests and ideologies in determining the direction of psychedelic-assisted therapy and research on its outcomes. Attendees will gain an awareness of the need for new professional standards and regulatory guardrails related to such work, and they’ll leave knowing key questions to ask potential providers of psychedelic-assisted therapy. (Doors: $17, or $15 with a student ID. Listed time is for doors. The talk starts 30 minutes later.) Image by Canva.

DC Code and Coffee is an inclusive, informal co-working session. It's community-led and community-run by devs, for devs. People of all skill levels attend. Whether you’re dev-curious, aspiring, or a professional developer, we’d love to have you! Come chat or learn to code on a Sunday afternoon with coffee and cool-inclusive people. Bring your laptop! We typically meet every month on the weekend. **Join our online community!** For all things Tech in DC and to get latest updates and tech events from the DMV area, join the [DCTech Slack](https://dctech.chat/). All DC Code & Coffee announcements are in the #dccodecoffee channel **How it works** Near the beginning of the event, we do an introduction circle. You say your name, what you can help others with, and what you would like help with. You can also share job opportunities. After the introduction circle, everything is self-organized.

Speaker: Michelle Kleinhans is an avid native-plant gardener and nature lover who has transformed her conventional yard into a haven for wildlife. She will share with us fascinating facts about backyard fauna, explain why native plants are key to animal wellbeing and biodiversity, and steps you can take to protect local wildlife, even if you don't have a yard of your own. Finally, she will discuss how native-plant gardening relates to veganism and how one can practice animal-rights activism within the gardening community. Join your fellow animal lovers and DC Animal Protection to discuss what’s happening in the animal advocacy scene in DC! This series is a weekly meetup, with guest speakers from all of the major animals rights orgs. We’ll host non-profits such as Pro-Animal Future, International Council for Animal Welfare, DC Voters for Animals, The Humane League, Mercy for Animals and Direct Action Everywhere as well as local grassroots groups like the DC Coalition Against Foie Gras and sanctuaries. We’ll also have special sessions related to health, nutrition and mindfulness! We encourage anyone who is interested in helping animals to attend- no need to be vegan! Come learn about our rich variety of local activism. With protests, outreach, wheat-pasting, signature collecting, leafletting, lobbying, tabling etc. there’s something to match everyone’s comfort level and skill set. Coffee, bagels and community will be provided! Feel free to bring any extra treats to share (no animal products please.) Hope to see you soon! :) Note: Unfortunately, animals are not allowed at our venue. Please leave your furry friends at home.

Let's get together to play some competitive quads and doubles volleyball. **COST**: FREE **Court Type**: Outdoor grass **Minimum Skill Requirements**: Intermediate (click [here](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/mobilebasic) for details) Attention: 1. This event is **NOT on a first come-first serve** basis and players with higher skill level and players who can bring a net/ball will get priority over others on the wait list. 2. Since skill levels are **self-reported**, some new attendees may not meet the expected level. For doubles, we encourage you to choose a partner you can enjoy the game with, and since this a competitive event, it is okay if you make a strong team and win all the games. 3. Each person must help set up and take down one net, leaving some nets unset for latecomers. 4. Please answer all questions, so it's helpful for us to organize the event. **Smiley Social documents:** 1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 2. [Smiley Social Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/edit) 3. [Good doubles partner](https://docs.google.com/document/d/14weEw-P52XKx0P8K2l-ZOFtYU61wmfdkSkopbG5avro/) 4. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)

### Drop-In Improv Class — Beginner Friendly **Improv for good people.** Join us for a fun, beginner-friendly drop-in improv class focused on play, laughter, and connection — in a supportive, no-pressure environment. You don’t need performance experience, improv training, or a “funny personality.” You just need a willingness to try. *** ### What to expect Each session includes: * Friendly introductions * Easy warm-ups * Guided short-form improv games * Lots of laughter in a small, welcoming group The exercises are inspired by shows like *Whose Line Is It Anyway?*, but the focus is on participation, not performance. *** ### A few important reassurances ✔ You don’t need to be “funny” ✔ You don’t need improv experience ✔ You *do* need curiosity and a willingness to play Everything is explained clearly, and you’re never put on the spot. *** ### Who this class is for This class is a great fit if you: * Are curious about improv but a little nervous * Want to meet new people in a genuinely welcoming space * Enjoy playful learning and low-pressure activities * Want a break from overthinking and daily stress Many people arrive unsure and leave smiling. *** ### How Meetup fits in Many participants first discover Laughy Place Improv through Meetup, attend a class or two, and then decide whether they’d like to continue by booking future classes directly through the website. There’s no pressure — Meetup is meant to be an easy, friendly way to try things out. *** ### Location & logistics 📍 **Theatre on the Run** 3700 S Four Mile Run Dr, Arlington, VA Parking and entrance are on the opposite side of the building from Four Mile Run Drive. Use the door labeled **“Arlington Cultural Affairs – Main Entrance.”** Ring the doorbell to be buzzed in. Sunday classes are usually in room 174 and Wednesday classes are usually in room 147, but you can check the class list by the concierge desk to be certain. I’ll be in the room about 20 minutes early to set up and meet folks as they arrive. If you can, please come a few minutes before the scheduled start time so we can kick things off together. *** Looking forward to laughing with you!

Higher Grounds – Arlington is part of a growing network of gatherings where we create space for thoughtful, authentic dialogue about what matters most. Whether we’re exploring the nature of happiness, the challenges and possibilities of midlife, spirituality, culture, capitalism, parenting, or the role of art and travel in a meaningful life, every conversation is shaped by the people in the room. There’s no set leader or rigid agenda—just a shared commitment to listen as much as we speak. We start with brief introductions focused on what makes you you (not your LinkedIn bio), then dive straight into whatever is on people’s minds. The direction of each meetup emerges organically, making every event unique. MANDATORY: PLEASE REVIEW OUR COMMUNITY GUIDELINES IN THE GROUP DESCRIPTION. Everyone is expected to engage in respectful conversations and listen deeply as well as share. We have a zero tolerance policy of sexual harassment and hate speech. Come ready to share, reflect, and connect with others in Arlington who are also seeking deeper conversations. Suggested Questions: Life Stages & Transitions * What did you think you'd have figured out by now that you're still completely winging? * When did you realize your parents' advice was for a world that no longer exists? * What are you finally old enough to stop pretending to care about? Suggested Questions: Identity After the Roles * Who are you when nobody needs anything from you? * What dream keeps resurfacing even though the "practical" time has passed? * How do you handle having the freedom you always said you wanted? Suggested Questions: AI & Being Human * What human experiences will AI never truly understand? * If machines handled all your have-to's, what would you actually do? * What becomes more precious as everything becomes automated? Suggested Questions: Belief & Meaning * What certainties have you given up, and what rushed in to fill that space? * How has knowing someone who died changed how you live? * What do you believe now that would shock your younger self? Suggested Questions: The Modern Psyche * What anxiety do you carry that previous generations didn't have? * Which of your survival strategies are you ready to retire? * What uncomfortable truth about happiness did it take you years to accept? Suggested Questions: Work & Purpose * When did you stop believing that your job would complete you? * What would you do for work if money and status weren't factors? * How has your definition of "making it" changed over the years? Suggested Questions: Relationships & Connection * What relationship dynamic do you keep recreating, and why? * When did you realize your parents were just people trying their best? * What kind of loneliness doesn't go away even when you're with others? Suggested Questions: Time & Mortality * What are you running out of time to say or do? * How differently do you spend your time knowing it's finite? * What will you regret not trying, even if you fail? Suggested Questions: Society & Culture * What social convention do you follow even though it makes no sense? * Which generation do you understand least, and what might you be missing? * What aspect of how we live now will seem insane in 20 years? Suggested Questions: Personal Philosophy * What rule for life did you create after learning something the hard way? * When did you stop believing that everyone else had it figured out? * What paradox about life have you learned to live with?

Next up is Open City, the cafe of the National Cathedral. You can enjoy a drink and snack while you sit at the tables, or wander around the cathedral to find a subject. https://www.opencitycathedraldc.com/

Join us for an hour of relaxing Yoga which. Cost: Free Level: Beginners What we will be doing: 1. This will be an hour long beginners flow yoga class. You are welcome to join if you are experienced or absolute beginner, just being interested is enough. Yoga is for everyone! 2. Through this meetup we will learn some yoga poses, breathing techniques, stretch our body, build strength. More importantly, we will try to learn about our body and find inner peace. Please: 1. don't get too full before practice but you can always bring snacks. 2. Please be on time, class will start on time. 3. Wear comfy clothes. 4. Bring your own mat or towel, water and YOURSELF. 5. UnRSVP if you can't make it. Disclaimer: Please consult with your healthcare provider before beginning any exercise program, including yoga. Yoga involves physical movement and may not be suitable for everyone. It is important to listen to your body and modify poses as needed to accommodate your individual needs and abilities. By participating in this yoga class, you acknowledge that you are responsible for your own safety and well-being, and agree to release the instructor from any liability for injuries or damages that may occur during or after the class

Theme: Gentle Flow Yoga & Meditation Level: Beginner to Intermediate Time: Sunday 9:00 – 10:00 AM Location: Bluemont park Cost: Free What to bring: Yoga mat, water, comfortable clothing Location: Basketball court of Bluemont park, google map 38°52'06.2"N 77°07'52.0"W Parking: South Bluemont Parking Area About the session *A gentle flow-based yoga session to move, stretch, and reconnect with your body. We may include simple breathing techniques and a short meditation session. - This is not a high-intensity class. You are welcome to go at your own pace and take breaks anytime. *Suitable for beginners and regular practitioners. Notes - Light food is recommended before practice *Outdoor session: feel free to bring sunscreen, towel, or anything you need - Please be mindful of your own body and practice within your limits By joining, you acknowledge that you are responsible for your own health and well-being during the session. About the host 200h Yoga Teacher Training (2019) Long-term yoga practitioner and part-time teacher 🌿 May you find a moment of ease and connection in your practice. **Smiley Social documents:** 1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 2. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)

Join us for an evening meditation hike. This is part of a series of unique walking programs focused on methods to tap into your own quiet space. Learn to unwind from your day and listen to the sounds of nature, silence, and your inner wisdom as we take a peaceful walk through the park. Learn a simple yet powerful way to meditate and commune with nature to invigorate your mind, body, and spirit. Each session consists of: \*A Pre-walk "Intro to Meditation" to prepare you for the walk with suggested mediation techniques to use (from 5:30-5:45PM) * Walking in silence along the paths (approximately two miles from 5:45 – 7:15PM, with a brief break) \*A Post-walk reflection to journal and time for sharing (from 7:15 – 7:30PM) Cost is $10 This is a rain or shine event. 7 Days to live everyday as a Wellness Day ([http://www.renewandrecharge.com/7daystowellness/signupforteleconference.html](http://www.renewandrecharge.com/7daystowellness/signupforteleconference.html)) Visit us online at [http://www.frescoadventure.com](http://www.frescoadventure.com) Details for Hiking Adventures Please review the information below and call if you have any additional questions. If you need to make changes in your attendance, please call before 3PM on the program date. Always leave a number for me to contact you so that I may call you back if needed. WHAT TO WEAR: \*Comfortable, well-broken-in, sturdy walking shoes or ankle-high boots. * Protective clothing should include: \*Long comfortable loose-fitting pants * A cotton blend shirt provides for better perspiration and comfort \*Dress in layers for warmth and comfort WHAT TO BRING: \*Water canteen or bottle filled with water (at least 1 quart, bring what you feel you can carry or need to drink) * A journal or pad of paper to record your thoughts WHERE TO MEET: Smithsonian Metro Stop in Washington, DC (we will be near the grassy area on the mall once you come out of the metro) Directions: Metro Riders –Take the blue or orange line to the Smithsonian Metro Stop and take the Smithsonian exit (NOT the Independence Ave exit). We'll meet just outside of the station on the Mall. Drivers – Plan to meet the group at the Smithsonian Metro entrance). The street address of the Smithsonian Castle is 1000 Jefferson Drive, S.W., Washington D.C. For most drivers it can be accessed most easily from 14th Street, turning onto Independence Avenue or Jefferson Drive. Heading NORTH on 14th Street (from Virginia), this will be a RIGHT turn onto Independence Avenue. Heading SOUTH on 14th Street (from Maryland) this will be a LEFT turn to the Smithsonian Castle. There is a better chance of finding parking available on Independence Avenue behind the Smithsonian Museum than directly on the Mall. IMPORTANT: Your RSVP to his hike assumes the following Acknowledgement of Risks, Responsibility, and Release of Liability Fresco Adventures, a program of Fresco Enterprises, LLC is the sponsor of arrangements for this activity and is not responsible for any damage, loss, injury, or accident due to any act by the participants. Note: There are elements of risk in any activity associated with the outdoors and the use of any related equipment. Although precautions are taken to provide proper organization and suitable equipment so that you have a safe and enjoyable experience, there can be no guarantee of absolute safety against injury and accident. Acknowledgement of Risks, Responsibility and Release: I recognize the apparent risks of this activity which I and any minor children for which I am responsible, will engage in and confirm that I am mentally and physically capable of participating in the activity. I participate willingly and voluntarily, and I assume full responsibility for any personal injury. I hereby release Fresco Enterprises, LLC, its principals, agents, or volunteers from all liability and waive any claim for damage arising from any cause whatsoever.

***For this event, we are opening a limited number of spots (about 15) to non-members who may be interested in getting to know our community while enjoying a relaxed social gathering.*** ***Must purchase your ticket on [Eventbrite](https://www.eventbrite.com/e/neurodivergent-friendly-spring-rooftop-meetup-tickets-1989847052098) to be added to guest list.*** ***This event is free for Constellations members.*** Join our[ free singles database](https://internal-icicle-6c4.notion.site/337184d944c780458ef2c61404a85be0). Join us for stunning city views, comfortable indoor space, board games, light refreshments, and an opportunity for new connections. This is our annual Spring Rooftop Meetup hosted by Constellations in downtown Washington, D.C. \*\*\*[Constellations ](https://www.harringtonmatchmaking.com/constellations-membership)\*\*\**is a neurodivergent-affirming membership that supports adults in building friendships and romantic relationships. It is designed for those who want thoughtful pacing and guidance — without the timeline or cost of a full-service matchmaking package. Members receive access to a private member portal with coaching support, social events, and community spaces.* Most attendees will be neurodivergent adults with low support needs in their 20s, 30s, 40s, early 50s. Some people attend to make friends and expand their social circle, while many others are single and open to dating and meaningful connection. You can expect: • A welcoming, low-pressure atmosphere • Snacks, appetizers, and light refreshments • Beer and wine available for those who choose to drink • Board games and activity stations to help make conversation easier • Comfortable spaces to sit, talk, and connect Space is limited and advance registration is required. To learn more about[ ](https://www.harringtonmatchmaking.com/constellations-membership)**[Constellations](https://www.harringtonmatchmaking.com/constellations-membership)**, visit our **[website](https://www.harringtonmatchmaking.com/constellations-membership)**. [Contact us ](https://www.harringtonmatchmaking.com/contact) at [Harrington Matchmaking](https://www.harringtonmatchmaking.com) with any questions.

**Lake Artemesia Walk – College Park** Join us for a relaxed, easy-paced walk around beautiful Lake Artemesia. A chance to unwind, enjoy nature, and connect with others in a calm, welcoming setting. We’ll walk the scenic loop, take in the lake views, and enjoy light conversation along the way. All fitness levels are welcome. **Main parking lot:** **55th Ave & Berwyn Rd** College Park, MD 20740 Bring plenty of water, whatever you need for your hike, and your awesome authentic self. Keep it easygoing. RELEASE OF LIABILITY & ASSUMPTION OF RISK AGREEMENT: By being a member of this Group, RSVPing to any Activity, or participating in any Activity, You accept and agree to the terms and conditions described below: 1. You acknowledge that hiking in nature carries the risk of potential harm to yourself, including the risk of injuries such as broken bones or muscle/tendon injuries, illness, disability, or death. 2. You agree that You will at all times be responsible for Yourself and Your own safety. 3. You release and hold harmless with respect to all injury, disability, death, or loss of property, whether caused by negligence or otherwise, this group's leadership and members for the hikes that you participate in. 4. You acknowledge and agree that this Group is merely a collection of friends or potential friends who enjoy doing activities, and that in no event does any Organizer or Other Member assume any responsibility or liability for You. 5\. You agree not to sue and to release\, discharge\, waive and hold harmless all organizers and other members from and against all liabilities\, claims\, demands\, losses\, damages\, suits and proceedings\, for negligence\, carelessness or any other cause which you may have or that hereafter may accrue arising\, resulting from or related to your membership in this group or participation in any activity\.

Our picnic will be at Montrose Park (3099 R St NW, Washington, DC 20007). Please, bring your prepared dish, beverages, snacks or dessert; and enjoy your time with other amazing French speakers, speaking French. We will provide Plates, Cups, Eating Utensils, Napkins and an Ice Chest for drinks. All members+family (including children)+Significant others+Pets+friends are welcome! If you haven't decided yet on what you are going to bring, we would like to give you a tip. Otherwise, bring whatever you are comfortable with. This has worked in the past, so please help make it a fun, food & drink filled event by following the instructions below: 1. If your last name is A- H : something like meat, veggies, etc. 2. If your last name is I- O : something to drink (alcoholic or non). 3. If your last name is P- Z : something for the table (side, salad, dessert, etc). Food should be ready-made. ***You MUST bring a plate or a drink to participate.***

DMV’s longest running Mind-Body-Spirit-Eco event! 80+ exhibitors, 30+ workshops, new outdoor community building fun! $10, kids/parking FREE! **Join us for the mind-body-spirit-eco event of the season!** Explore and engage with 80+ exhibitors, attend any of 30+ workshops, and join the outdoor activities planned — all included in the price of admission - just $10 to stay all day! Kids 16 and under are FREE...and so is the parking! **[Our Summer 2026 Exhibitors..](https://www.pathwaysmagazineonline.com/exhibitors/ "https://www.pathwaysmagazineonline.com/exhibitors/").** • Enjoy mini healing sessions to sample different methods (massage, Reiki, stretch, reflexology, hypnosis) • Get a psychic, Tarot, shamanic or Angel reading; take a pic of your Aura when you visit the Aura Camera • Learn about traditional, complimentary and alternative health & medicine • Shop crystals, clothes, jewelry, oils, skincare, candles, books... hundreds of metaphysical, natural, organic and other products and services for your beauty, home, health and wellness Bill Sanda is offering mini-Akashic Record sessions throughout the day at Table #5. I will also be speaking at 1 pm on the Akashic Records and Light Language. **[Summer 2026 Workshop Schedule...](https://www.pathwaysmagazineonline.com/expo-speakers/ "https://www.pathwaysmagazineonline.com/expo-speakers/")** From alternative therapies and lifestyles, to spiritual, metaphysical and holistic health and wellness topics, our full day of workshops give you direct access to experts in several mind-body-spirit fields. Make connections and appointments, network with fellow attendees, and share in the energy only the Pathways Community can bring. Whether you're a seasoned natural living enthusiast or just beginning your journey, the Pathways Summer 2026 Natural Living Expo is the perfect opportunity to expand your knowledge, discover new products, and connect with others who are dedicated to living a more sustainable lifestyle. Stay connected through our [Summer Expo Main Page](https://www.pathwaysmagazineonline.com/expos-and-events/summer-expo/ "https://www.pathwaysmagazineonline.com/expos-and-events/summer-expo/") ... and join us for a day filled with inspiration, education, and fun!

**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

Hi Ladies , Let's Hike Blendon Woods Metro Park . We will meet at the nature center parking lot. Hiking about 4 miles completing the blendon woods loop and the sugarbush trail . Wear appropriate footwear and bring water for hydration .

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\.

Join us Sunday, June 7th at 10am for a gentle beginner-friendly yoga flow in Goodale park with Victoria, one of our very own vegan community members and certified yoga teacher! Whether you’re brand new to yoga or a long time practitioner, this class is designed to help you slow down, stretch, breathe, and reconnect with yourself. Expect a relaxed, accessible flow focused on easing tension, moving mindfully, and leaving you feeling a little more grounded. All levels welcome! Bring water and a yoga mat (or towel if you don’t have a mat). A suggested donation of $10 is appreciated, but payment is absolutely not required to attend and enjoy class. A Venmo QR code will be available on-site for anyone who would like to contribute. The class duration will be one hour from 10-11am. After class, we’ll head to Woodhouse Vegan for anyone who wants to keep the good vibes going over food and conversation 🌱

**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.

## 🤝 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. ###