Automated Machine Learning

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 another session of our study group as we continue our coverage of the book Domain-Specific Small Language Models. In this session, we will attempt finish covering Chapter 14, titled "Advanced Components for LLM Applications", covering how to combine RAG and Agentic AI and Chapter 15, titled "Test Time Compute for SLMs". This isn't just a lecture! Come ready to ask questions, share insights, and code along. Whether you're a beginner or have some experience, this is the perfect opportunity to continue to learn together. If you plan to work with the code on your own laptop during the session, try and download the code from here https://github.com/virtualramblas/Domain-Specific-Small-Language-Models ahead of time.

PLEASE READ AS THERE IS AN IMPORTANT RECENT CHANGE for the blind tasting at Maxwell Park only: prepayment will be required to attend. Please note that refunds for cancellations are allowed up to 24 hours before the event start time. (But please cancel as soon as you know.) Please bear with me as we navigate this new process. The real maximum number of attendees will remain at 14, but since the Meetup App won’t let me make it a requirement to pre-pay when you RSVP "Yes," I’m not going to set a cap on Meetup's RSVP list, and we will see how that goes. Because there is No linkage between the Meetup App and Maxwell’s prepayment link, you can’t rely on Meetup's RSVP feature to know if there are still spots available. You will only know with certainty that the attendee cap has been reached if you are rejected while trying to prepay. Here is the pre-pay link: [Monthly Blind Tasting Group 6/1/26](https://www.giftrocker.com/secure/Order/?h=3c253325) Let me know if you have any specific questions. Thank you for your patience as we transition to this new process! Maxwell Park is 4 blocks from the Mt. Vernon Sq/7th St-Convention Center. 🍷 RSVP Please: --**If your plans have changed, please change your RSVP to No.** *Note start time of 6:15 PM!* Please plan to arrive on time. 🍷 What is blind wine tasting? In a blind tasting you use your sense of smell, sight, and taste to try to deduce which variety(wine grape) is in your glass. 🍷 Do I need to be a wine professional? Definitely not - this group is experience diverse and we welcome both wine newbies and wine pros (and everyone else in between). 🍷 How does this work? --Please arrive slightly before 6:15pm to grab a seat. --Maxwell Park will serve us two wine flights: 3 white wines around 6:20 pm and 3 red wines around 7:30 pm. Each flight is $20. A 20% gratuity and tax is added to that. Food and other wines are also available for purchase. --We will discuss each flight as a group and try to reach somewhat of a consensus. Then comes the *big reveal* where we discover if our guesses were right. Full vaccination is required, masks are optional. Unfortunately, while we will try to be as careful as possible, we cannot promise that this will be 100% Covid risk free, please keep that in mind when deciding whether or not to attend. Stay home if you are experiencing any symptoms of Covid 19. Please keep an eye on this event for possible changes. Hope to see you there ! \~ Linda Lists of possible wines: [White Wine Varieties](https://www.mastersommeliers.org/sites/default/files/ES%20Tast-CMS%20Probable%20List%20of%20Examinable%20White%20Grape%20Varieties-NEW_2015.pdf) [Red Wine Varieties](https://www.mastersommeliers.org/sites/default/files/ES%20Tast-CMS%20Probable%20List%20of%20Examinable%20Red%20Grape%20Varieties-NEW_2015.pdf)

Be more confident using English for personal and professional success. Practice communication skills for your current or future job. This program is supported as part of Carnegie’s Libraries as Pillars of Education and Democracy initiative, providing $5 million in funding to strengthen English language learning and college access programs across 11 libraries.

Join us for GRIDCON2026, GRID’s annual live real estate conference built for investors, agents, operators, and entrepreneurs who are ready to move from active income to long-term ownership. 📍 Tysons Corner, Northern Virginia 📅 June 1–2, 2026 🎟️ Register at: [www.gridcon2026.com](http://www.gridcon2026.com) Over two days, GRIDCON2026 brings together the people, strategies, and conversations shaping the next level of real estate investing. This event is designed to help you identify where they are, what is holding them back, and what needs to be built next. Expect a high-energy room filled with real estate investors, agent-investors, operators, capital partners, community leaders, and entrepreneurs focused on deals, systems, scale, and long-term wealth. Featured speakers and operators include **Brandon Brittingham,** leader of one of the highest-producing real estate teams in the country with over **$1.5B+ in annual sales volume**; **Rob Chevez**, **founder of GRID** and long-time real estate investor; **J Scott, bestselling BiggerPockets author** and investor; **John Rubino, economist and wealth strategist; Stella Han, founder of Fractional;** **Tom Zeeb**, **nationally recognized sales trainer**; **Veronica Figueroa**, leader of a **top-producing real estate organization**; and more operators, investors, and entrepreneurs actively building and scaling in today’s market. This is not a theory-based event. GRIDCON2026 is built for practical insight, real conversations, and actionable strategies around: 🔥 Real estate investing 🔥 Deal flow and capital 🔥 Systems and scale 🔥 Marketing and lead generation 🔥 Team-building and operations 🔥 Wealth-building through ownership 🔥 Relationships that create momentum Day 1 takes place at Valo Park in Tysons Corner and includes main-stage sessions, tactical conversations, networking, and an on-site networking mixer. For those who want a deeper experience, Day 2 VIP takes place at Bull Run Winery and includes exclusive sessions, small-group conversations, peer hot seats, hosted lunch, wine tasting, and a guided Civil War Battlefield Experience. Whether you are building your first investment strategy, scaling a real estate business, growing as an agent-investor, or looking for the right room to help you break through your next ceiling, GRIDCON2026 was created to connect you with the people and frameworks that move you forward. Seats are limited, and VIP access is intentionally capped. 🎟️ Learn more and reserve your seat at [www.gridcon2026.com](http://www.gridcon2026.com)

We have heard our local actors share about their roads to success, now it's your turn! What were your successes this year? Bring your lunch and be prepared to share what worked for you this year. How do you define success? Let's celebrate our year of community building and pat each other on the back for what we accomplished as actors in the DMV. Don't worry if you aren't feeling the success vibe. Come and learn what others are doing to build their careers. The best thing about the acting community in DC is the support of the community. If you aren't able to attend, please feel free to share your successes with our Talent Roundtable co-chair, Alison Bauer at [abauer226@gmail.com](mailto:abauer226@gmail.com) and she will post for others to celebrate. This event is **IN PERSON** at the Hill Center's Amphitheatre. (Rain plan is to meet inside in the conference room) FREE for WIFV Members / $15 Public You MUST register here: https://www.wifv.org/calendar/#id=32506&cid=783&wid=401&type=Cal

Let's go deeper! More than just a fun aerobic exercise, immerse yourself in the cultural roots of Brazilian movements and stir in the contemporary expression of dance Flavia Nascimento is top trained Brazilian dancer helping others explore the Afro Diaspora of Brazil through movement and music. Join the class to lift your heart rate and elevate your spirit. $20

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!

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

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.

[Book Your Classes by Clicking This Link! ](https://crowndancestudio.com/group-classes/) Friday: Advanced Expression End the work week with high-energy **Advanced Rhythm** from **7:00 PM to 8:30 PM**. This session dives deep into the technicalities of Latin and Ballroom styles like Rumba, Samba, or Mambo, designed for dancers who value precision and artistic expression. For $25, you'll receive intensive instruction that pushes your physical boundaries and refines your competitive or performance edge in a high-vibe atmosphere. **When: Every Friday** **Time: 7:00 pm to 8:30 pm.** **1 Dances per month:** **\*Please check the flyer on the group class page for the dance of the month. Or contact us to find out.** **Cost:$25 per person for 90 min.**

## 🤝 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. ###

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\.

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

If you enjoy knitting, crocheting, working with yarn, this is the group for you. Meet new friends, bring your projects, learn from others.
We normally meet a few times a month during the week from 6-8pm. We will occasionally meet on weekends during daytime hours.

**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)