Automated Machine Learning

DMV Leadership, Business Networking & Entrepreneurship Event — Hyattsville, MD 🙌🏾 Join us for an afternoon of leadership development, business networking, and entrepreneurial growth featuring special guest James Kelly, a successful entrepreneur, leader, and business builder. This event brings together professionals, entrepreneurs, business owners, and growth-minded individuals looking to expand their network, learn from experienced leaders, and gain valuable insights that can help them grow personally and professionally. Whether you're building a business, exploring new opportunities, developing leadership skills, or simply looking to connect with ambitious people, this event offers a valuable environment for learning and networking. What to expect: • Leadership and business development training • Networking with professionals and entrepreneurs • Insights from experienced business leaders • Personal and professional growth strategies • Opportunity to build meaningful connections 📅 Saturday, June 6, 2026 ⏰ 2:30 PM – 6:00 PM 📍 College Park Marriott Hotel & Conference Center 3501 University Blvd E Hyattsville, MD 20783 🎟 Complimentary admission for guests Questions? Feel free to message me directly. Looking forward to connecting with everyone!

*theme:* **Guilt to Growth, Drama Triangle & Psychoanalysis view** Psychoanalysis "unlocks the past, informs the present, and expands the future. video clips: **Psychoanalytic theory in 3 minutes** [https://www.youtube.com/watch?v=ucB1b6f750k](https://www.youtube.com/watch?v=ucB1b6f750k) **Psychoanalysis A Curiosity about the mind 6min** [https://www.youtube.com/watch?v=TcmVjQBF4MQ](https://www.youtube.com/watch?v=TcmVjQBF4MQ) Psychoanalysis = a theory and practice treating symptoms and personality as **disguised compromises** around unconscious conflicts, using a structured relationship (transference) to make those patterns visible so you can **repeat less blindly** and **choose a bit more freely**. "Until you ***make the unconscious conscious***, it will direct your life and you will call it fate." Carl Jung \-\-\-\-\-\-\-\-\-\-\-\-\- **Interpersonal Process Group** **Psychodynamic shared exploration, learning and growth** Interpersonal process groups focus on the interactions and dynamics between group members to facilitate personal growth and learning. These groups provide a courageous space for individuals to explore their interpersonal patterns, receive feedback, and develop more effective social skills. **The core principle is that the group itself becomes a microcosm of a member's real-life relationships, allowing for insights and behavioral changes.** Key aspects of interpersonal process groups: * **Exploration of Interpersonal Dynamics:** Members examine their communication styles, relationship patterns, and how they relate to others within the group. * **Feedback and Self-Awareness:** The group provides a platform for members to receive feedback on their behaviors and develop greater self-awareness. * **Development of Social Skills:** Members practice new ways of relating, communicating, and collaborating within the group, leading to improved social skills. * **Microcosm of Relationships:** The group mirrors real-life relationships, allowing members to observe and analyze their patterns in a safe and controlled setting. * **Personal Growth and Well-being:** Through these processes, individuals can experience significant personal growth and enhanced well-being. Benefits of participating in an interpersonal process group: * **Increased self-awareness:** Understanding one's own behavior and its impact on others. * **Improved communication skills:** Learning to communicate more effectively and assertively. * **Stronger relationships:** Developing more fulfilling and meaningful relationships. * **Reduced anxiety and stress:** Finding support and coping mechanisms for social challenges. * **Enhanced empathy and understanding:** Learning to see situations from others' perspectives. \-\-\-\-\-\-\-\-\- Join us for an exciting meeting of personal growth as we delve deep into the realm of self-development. This meetup is designed for personal growth addicts like you who are eager to unlock their hidden potential and take charge of their lives. Don't miss this chance to meet fellow personal growth enthusiasts, share experiences, and learn from one another. Step into a journey of self-discovery, empowerment, and transformation. Come prepared to engage in provocative conversations, share your opinions, wrestle with challenging ideas, and leave with a renewed sense of deeper meaning and learning. **Tentative Agenda:** 1:00pm Social, Setup & Introductions, guidelines, terminology; 1:15pm Interactive open dialogue conversation & sharing; 2:45pm debrief, summary, debrief 3:00pm finish Light snacks, water & hot tea provided. Tysons-Pimmit Library is on Leesburg Pike (Rt 7) in Falls Church, VA off I-495 beltway exit 47. **Meeting room #2** is down 1st left hallway, on left side across from the bathrooms.

\*\* Please go to [Ticket Leap](https://events.ticketleap.com/events/greentara/authentic) to complete your registration \*\*\* Authentic Relating is for those who want to get beyond small talk and connect more deeply with others in a substance-free, inclusive, and supportive environment. Most social events throw a bunch of strangers into a room to fend for themselves, which disadvantages people who have social anxiety and with marginalized identities. Authentic Relating intentionally disrupts this dynamic with strategies that facilitate equity and inclusion. In a world where we often wear a mask, presenting some aspects of ourselves and hiding others in order to be accepted, Authentic Relating invites us to show up as we are. All parts, dimensions, emotions, and aspects that make us human are welcome in this practice. When we share from our authentic selves, we create the opportunity for genuine connections and self-understanding. The result is often moving and therapeutic. ### **What Is Authentic Relating?** Authentic is being real, honest, revealed, and transparent, allowing others to see, hear, and know our inner world. Relating is welcoming the other person's authentic self and weaving their reality and experience with our own. Authenticity and vulnerability are possible in an environment absent of judgement where we are received with openness, empathy, and compassion. It is also a journey, one where we take the time to get to know each other and feel comfortable enough to reveal ourselves (no one is forced to be vulnerable or share anything they are uncomfortable sharing). Authentic Relating is about creating a space where that journey can happen in a spirit of delight and discovery. At a facilitated Authentic Relating gathering, one can have a meaningful interaction with every person, practice deep listening and sharing, and feel a sense of belonging. Guided activities encourage participants to be playful, curious, empathetic, thoughtful, and vulnerable. Facilitation and prepared questions help people practice active listening and self-reflection. Everyone has an equal amount of time to talk, listen, and be heard, and no one can dominate the conversation or be a wallflower. ### **Principles and Practices for Authentic Relating** **Mindfulness:** Slowing down, being present and aware of our inner state and surroundings. **Empathy:** Being aware of and releasing judgement, employing empathy, curiosity, openness, and recognition of multiple perspectives. **Authenticity:** Vulnerability, honesty, voicing our truth, self-awareness. **Centering the other:** No interrupting, giving advice, fixing, or telling your own story. Ask for permission to share your opinion, advice, your own story, and questions. **Validating:** acknowledging, appreciating, reflecting, empathizing, and presencing. **Structure:** Timed interactions where people take turns sharing, listening, and reflecting. Conversations range from 5 to 10 minutes. **Equity:** Conversation partners are assigned randomly in order to avoid choosing partners based on personal preference. Group conversations typically involve going in order around a circle rather than popcorn style. **Prepared questions:** Directs conversation towards meaningful topics and deeper reflection. ### **Sample Agenda** 5 min: Partnered conversation to land 5 min: Loving kindness meditation 10 min: Introduction to authentic relating 10 min: Opening shares 10 min: Movement activity 45 min: Facilitated conversations 10 min: Break 45 min: Facilitated conversations 15 min: Closing circle ### **Sample Conversation Prompts** What are you passionate about? What do you struggle with? What are you most anxious or fearful about? What gives you hope? What is a difficulty or challenge that you’re struggling with? What is something that you long for that you don’t have? What do you need? ### **Additional Info** Advanced registration required. No walk ins. NO REFUNDS unless the event is cancelled. Everyone who attends is invited to join a WhatsApp group to stay in touch and connect with others one-on-one. This event is not exclusively for singles! All ages, genders, sexualities, abilities, identities, etc. welcome! The event is capped at 20 and will be cancelled if there are fewer than 6. This helps us create an intimate atmosphere and get to know everyone in the group. If you would like to participate, please arrive early so we can start on time. Late arrivals jeopardize the emotional safety and flow of the event. ### **Videos to Learn More** [2 minute video](https://www.youtube.com/watch?v=LJG7R7Da5xA) [15 minute video](https://www.youtube.com/watch?v=jYdvLo8UMZU) ### **Testimonials** "I live in an intentional community where I am friends with all the residents and we never lock our doors, but even here, we don't reach the depth of connection that I experience at Authentic Relating in 3 hours. This is a heart filled, nourishing practice for everyone who desires genuine connection and community." "Thank you so much for organizing the event today. I was extremely apprehensive about the experience but you created a safe, joyful, and meaningful event. Your passionate, kind, and gentle spirit helped to create a beautiful and loving environment. I also gained skills that will help me deepen my relationships and connect with more people. I was really pleasantly surprised and moved by the experience." "I was very surprised with how much I both needed and enjoyed the workshop. As someone who is pretty good with people, I have found that finding friends has been difficult since moving to the DMV for school. I never thought of attending a workshop made specifically for helping people meet new friends would be something I needed, let alone something I would enjoy. The facilitator was kind yet direct, and led the time well, and the activities we fun and varied. Most importantly, real connection was generated, and while obviously follow up is our responsibility, being able to attend a space that helped get us past the meeting phase was worth its weight in gold. I would happily attend again." "This was amazing! I'm definitely coming back and inviting my friends next time!" “I will never experience social gatherings the same way again!” "Most social events are like fast food--stimulating but insubstantial. Authentic Relating feels more like a carefully crafted and nutritious meal, made with love for you." "I went to this event last month and enjoyed it so much ❤️ I formed a lot of bonds in a short amount of time. Time well spent. Highly recommend it!" "Authentic Relating is life changing!" "Clara is a warm and engaging facilitator who makes everyone feel welcome and comfortable to be their authentic selves." ## **About the Facilitator** Clara Fang, Ph.D. is the founder of [Green Tara Consulting](https://greentaraconsulting.com/blog/authentic-relating), a consulting firm that specializes in diversity, equity, and belonging. She has been working at the intersection of climate advocacy and racial justice for twenty years. She is an experienced facilitator of authentic relating, meditation, and ecstatic dance. She lives in Germantown, MD. [bio.site/cfang](https://events.ticketleap.com/events/greentara/dating) To learn more about my approach to creating inclusive social gatherings, please read [Creating Equitable and Inclusive Social Gatherings](https://greentaraconsulting.com/blog/authentic-relating-update) [Subscribe](https://docs.google.com/forms/d/e/1FAIpQLSdCxVlNMAWTLRBI_e3OtwQdZLoZE9M7Dy8VUiFVQaMpg3tIKQ/viewform?usp=sf_link) to the email list to receive notification of future events and connect with other members.

Venez apprécier l'ambiance chaleureuse d'une conversation en français autour d'un verre de vin et d'apéritifs. C'est ouvert à tous quelque soit votre niveau, que vous soyez intermédiaire/avancé ou bien que le Français soit votre langue maternelle. ***GRAB A DRINK AND YOU WILL BE ALL SET TO FLEX YOUR LANGUAGE CAPACITY. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.*** We have a tiny venue and we hit capacity often and early arrival is suggested. We have the discretion to decide entry. It is irresistible, to enjoy French convo with a glass of wine, appetizers and drinks. The Event is open to all levels of French language, from intermediate to native fluency. This is mainly a social for Intermediate/Advanced/Native Speakers. It is not as such to learn a language. Beginners, if you want to learn a language, reach out to us ([info@merevents.com](http://info@merevents.com/)). We have a school and will arrange you a class. ***AFTER THE HAPPY HOUR, WE HIT THE DANCE FLOOR! BRING YOUR DANCING*** [http://www.youtube.com/watch?v=6Vv1wxZAR1k](http://www.youtube.com/watch?v=6Vv1wxZAR1k)

Tree identification walk June 6th 10:00-11:30 am Bon Air Park Meet at the flagpole in the Rose garden 850 N Lexington St, Arlington, VA 22205 Learn about common Virginia native trees and how to identify them using the Virginia Department of Forestry’s identification guide. We will use the online pdf version. We will walk along flat paved paths and focus on the leaves and bark of 12 species. We will cultivate connection with each other and nature and enjoy a beautiful park.

Want to connect with your neighbors and practice your Spanish? Come out to the Mount Pleasant Join Fair this Saturday! Visit the Spanish with Ariel table to: * Make new friends and practice your Spanish! We will have several conversation-focused games at our table for you to play. * Learn more about our [Spanish classes](https://www.spanishwithariel.com/spanish-classes) starting June 25! * Join our email list for a chance to win one FREE private Spanish lesson! Got questions? Email is the best way to contact me! Ping me here: [ariel@spanishwithariel.com](ariel@spanishwithariel.com)

What would it mean to take the possibility of machine consciousness seriously? To approach it as a question that may be studied with rigor? At this DC Digital Minds gathering, group organizer **Jessie Mannisto** will report back from the **Founding Assembly for Machine Consciousness Research** in Berkeley, CA, where researchers and thinkers are working to develop the machine consciousness hypothesis into something more scientifically useful. We’ll talk about what kinds of evidence might support hypotheses of machine conscience or sentience, what concepts researchers are using, where the major uncertainties are, and why these questions may have ethical, social, and policy implications as AI systems become more capable and socially present. This will be a casual conversation with a little structure: Jessie will give a short report-back from the conference, followed by open discussion. No technical background required -- just curiosity, good faith, and a willingness to think carefully about a strange and important frontier. Optional Pre-Read: [The Machine Consciousness Hypothesis](https://cimc.ai/cimcHypothesis.pdf)

Date: June 7 2026 Sunday 10:00 am - Noon EDT Full title: Machine Learning for Reliable Quantum Computing: An Algorithm–Hardware Co-Design Perspective Summary: Reliable quantum computing requires co-design across the full stack, including algorithm structure, compilation, and execution, rather than isolated optimization of any single layer. This talk presents a unified framework in which these layers are jointly optimized under realistic hardware constraints. Structure-aware compilation exploits algorithmic interaction graphs to reduce circuit depth; joint optimization across mapping, term ordering, and algorithm parameters yields significantly improved success probability; and execution-layer analysis reveals that error mitigation effectiveness depends critically on circuit symmetry and native gate choice. While demonstrated on superconducting quantum processors, the underlying co-design principles are potentially transferable across architectures. Building on this foundation, the talk highlights machine learning as the key enabler for closing the feedback loop: data-efficient, parameterized noise models learned directly from workload execution data achieve substantially improved predictive fidelity over vendor models without the overhead of dedicated characterization. These insights situate the co-design perspective within the emerging framework of quantum deep learning. In this broader setting, the talk also presents an operational definition, a unifying taxonomy, and a benchmarking protocol grounded in explicit resource contracts. Speaker: Dr. Yanjun Ji has an interdisciplinary research background in Physics and Computer Science. In 2020, she completed my Master's degree in Theoretical Physics at Saarland University. In 2024, she earned her Ph.D. in Computer Science at the University of Stuttgart. She is currently a postdoctoral researcher at Forschungszentrum Jülich. She is committed to interdisciplinary research at the cutting-edge convergence of quantum computing and artificial intelligence. Her research encompasses both foundational theoretical investigations and the development of practical applications, aiming to serve society and benefit humanity. Moderators: Dr. Pawel Gora, CEO of Quantum AI Foundation [Quantum AI Foundation](https://www.qaif.org/ "https://www.qaif.org/") Dr. Sebastian Zajac, member of QPoland [QPoland - QWorld](https://qworld.net/qpoland/ "https://qworld.net/qpoland/")

Let’s talk about how you use AI, what you love and hate about it, learn from others and connect with your tribe!

Come have a great time and play pick-up soccer with us. The games are always on since we have a good number of core players not on here. Bring one dark and one light shirt/jersey to make the teams. Thanks!

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.

[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.

PLEASE CHECK THE ONLINE MEDITATION CALENDAR FOR DETAILS OF THESE MORE THAN 50 SERVICES A WEEK- https://onlinemeditation.yogananda.org/calendar/

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\.

## 🤝 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. ###

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

**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