Enterprise Performance Management
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Enterprise Performance Management Events Today
Join in-person Enterprise Performance Management events happening right now
Your Evals Are Bad: Evaluation and the Model Development Lifecycle
**REGISTER AT THE LUMA EVENT PAGE!!!**
https://luma.com/27ja5gwl
Join us for an exciting talk by Mary Gibbs, Senior Applied Scientist at Relativity.
**Agenda:**
6:00 - 6:30 PM - Welcome and mingle
6:30- 6:45 PM - Introductions
6:45 - 7:30 PM - Talk
7:30 - 8:00 PM - Wrap up
**Description:**
If you have ever shipped a model, watched your metrics improve, and later learned from your users that something was wrong, the metrics were always wrong. You just didn’t know it yet. An evaluation consists of three components, a benchmark, a scorer, and a claim about what a score represents. Each component has its own weaknesses. Benchmarks can suffer from narrow coverage, contamination, or saturation. Scorers are often chosen for ease of automation or computation rather than for their alignment with user outcomes. And the claim connecting a score to reality is rarely made explicit. These gaps compound across the model development lifecycle. When metrics improve, teams treat that as a signal and optimize directly against it, which is how a measurement problem becomes a model problem. This talk maps where evaluations can go wrong, considers counterarguments, and ends with practical advice for building better ones.
**Speaker Bio:**
Mary is a Senior Applied Scientist at Relativity, tackling data science challenges in the e-discovery and legal tech space. She is also an organizer for Women and Gender eXpansive Coders DC (formerly Women Who Code DC), fostering a community dedicated to empowering women and nonbinary individuals to excel in their careers. Mary's experience spans various domains. She has developed data science solutions related to job search and career progression at Teal, cybersecurity challenges at LiveAction Software, and commercial and government consulting at Mosaic Data Science. Before venturing into the field of data science, Mary conducted and published research pertaining to the cellular and molecular mechanisms underlying neurodevelopment at the National Institutes of Health. In other words, she has dissected and imaged a lot of fruit fly brains. She holds a M.S. in Data Science from The George Washington University and a B.A. in Biological Sciences from Cornell University
Ending Spring Curanderismo Energy Cleansing Limpia
As we transition into the vibrant energy of summer, it's time to release the old that is no longer serving you. Close chapters and cycles and welcome new beginnings.
This unique one-on-one experience is not to be missed! With limited time and limited spaces available, Secure your spot now. Special Price: Only $111 for this complete package!
* Session Includes Tarot Reading: Gain clarity and insight into your journey.
* Mini Limpia: A Traditiaonal Cuaranderismo cleansing ritual with herbs to remove negative energies.
* Sound Bath: Immerse yourself in healing vibrations that promote relaxation and inner peace.
This special healing session is available from 5/25/2026-6/01/2026 Cleanse your energy and prepare for the abundant summer months ahead. [BOOK NOW](https://curanderasheart.com/book-now/ola/services/ending-spring-curanderismo-energy-cleansing-limpia)
Mclean Business Connections - Power Networking
Please join us every week for power networking! Our Chapter Passed $1,666,736 USD in the past 12 months!
BNI members, on average, increase their business 20% the first year. Our chapter is a dynamic, committed group of business people who know how to refer business to each other.
Come for our meeting -- stay for the referrals!!!
We have open categories for individuals who will bring enthusiasm and integrity to our meeting. Just one person per professional specialty is allowed in each chapter.
Visit a meeting to find out more and lock out your competition!
Register Here: https://bninovanorth.com/va-nova-north-bni-mclean-business-connection--n136/en-US/visitorregistration?chapterId=16988
Book of Romans
**Unlocking the Power of the Gospel: A Journey Through the Book of Romans**
Are you looking to deepen your understanding of the Christian faith and experience the life-changing power of the Gospel? Join us for an inspiring and in-depth study of the **Book of Romans**, often called the "Greatest Letter Ever Written."
Romans is a masterpiece of theology, grace, and practical living. Whether you are a lifelong believer or someone just beginning to explore the depths of Scripture, this study will offer fresh insights into God's plan for humanity and His incredible love for you.
### **Why Study Romans?**
* **Discover the Foundation:** Understand the core truths of salvation, justification by faith, and the transformative power of God's grace.
* **Find Strength in Truth:** Explore how the "Chief Cornerstone" provides a firm foundation for our lives, no matter what challenges we face.
* **Practical Transformation:** Learn how to move from theological understanding to everyday devotion, living as "living sacrifices" in a modern world.
* **Build Community:** Connect with fellow students and seekers as we journey together through Paul’s most profound letter.
### **What to Expect**
Each session will feature engaging teaching, thought-provoking group discussions, and a warm environment where questions are welcomed. We will move beyond just "reading" the text to truly *investigating* how these ancient truths apply to our contemporary walk with God.
**Come and see why this book has sparked every major spiritual awakening in history.** Let’s grow in faith, speak the truth in love, and be built together into a community centered on Christ.
**We can’t wait to meet you there!**
Club Meeting - In Person Component - Dolley Madison Library - Meeting Room #1
At Toastmasters, we empower individuals to become more effective communicators and leaders. Our meetings provide a supportive and positive learning environment where members grow through prepared speeches, impromptu speaking (Table Topics), and constructive evaluations.
Whether you're looking to overcome your fear of public speaking, enhance your work communication, or develop leadership skills, you're welcome here. Guests are always invited to observe first. If you'd like to speak, we’ll ask before inviting you to participate - no pressure at all.
See how Toastmasters can help you build confidence, develop new skills, and connect with a community focused on growth.
Fun & easy way to play more tennis (please read event description for details)
We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches.
These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun!
Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up:
https://www.playyourcourt.com/tennis-community/washington-dc/meetup/
If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works.
Happy hitting!
- Scott
Enterprise Performance Management Events This Week
Discover what is happening in the next few days
Learn Meditation and Stress Management in MD
Learn to manage stress and achieve self-growth through simple relaxation and Meditation.
Heartfulness Meditation is a simple, modern, methodical approach to meditation. Rather than homing in on your breath or repeating a mantra, you simply focus inward, on your heart, to cultivate inner strength and serenity. Heartfulness meditation is gaining traction in recent years. It focuses on the heart, allowing individuals to connect with themselves on a deeper level, and ultimately achieve peace, relaxation, and clarity. It is a practice that encourages patience, self-compassion, and acceptance, helping cultivate a deeper appreciation for the present moment.
This practice is offered with love and at no cost
Stop Being the Bottleneck: Live Leadership Session with Dr. Al Philip-Neri
Most agents think scaling a business will eventually create freedom.
Instead, many end up with more people, more pressure, and even less time.
On Wednesday, May 27 at 8:00 PM EST, join us live for a conversation with Dr. Al Philip-Neri, Performance Psychologist, Realtor, and real estate operator with investments across 21 U.S. markets.
This session is focused on the execution side of business growth:
• Leadership
• Hiring
• Systems
• Accountability
• Operational structure
Not motivational fluff. Not generic mindset talk.
This is a practical conversation about what it actually takes to stop being the bottleneck in your own business and build something that can operate without you carrying every moving part yourself.
In this live session, we'll discuss:
✔ Why growth does not automatically create freedom
✔ The hidden reason your business still depends on you
✔ How the wrong hires quietly slow momentum and execution
✔ What changes when the right people are in the right roles
✔ How to transition from operator to true business owner
This session is ideal for:
• Brokerage owners
• Team leaders
• Agents building toward a team
• Growth-minded entrepreneurs
This is a live Zoom event only. No replay will be available.
Please register through Zoom after RSVP'ing on Meetup so you receive the login link.
SPRING GALA CELEBRATION AT THE GERMAN EMBASSY
It is a pleasure to announce that we have once again been invited to hold a spring event at the German Embassy! The German Wine Society’s Capital Chapter has held several asparagus-themed Spargelfest dinners at the Embassy, but this year’s Spring Gala event will offer something more, combining festive music with the pleasures of wine and food. We are collaborating this year with the International Club of DC to host this event, and so it is possible to register for the event through either organization at the same price. And this year, we are offering not only a dinner including white asparagus and with several German wines at the Embassy House, but also a reception and concert in the Carl Schurz Hall of the main Embassy building before dinner, with a selection of hors d’oeuvres and German sparkling, white and red wines. Guests will have the opportunity to attend just the reception, or the reception and dinner. For both the reception and dinner, cuisine will be provided by the German Embassy’s chef, Mikko Kosenen of Mikko Nordic Fine Foods. Chef Mikko also operates a restaurant in Washington, D.C., and was formerly executive chef for the Ambassador of Finland. Please plan to join us to share our love of German wine paired with white asparagus and other dishes, at the German Embassy where the German Wine Society began - and this year, to enjoy beautiful music and song at the start of our unique event, and to meet members of the International Club as well as those from our own Society!
Please join our two groups at the German Embassy on the evening of **Friday, May 29, 2026,** from 5:30 pm to 9:30 pm. Our event will begin with a reception, introductory remarks, concert and wine tasting with hors d’oeuvres at the Carl Schurz Hall of the main Embassy building from 5:30 to 7:30 pm. After this, guests who have also opted to attend the dinner will ascend the stairs to the Embassy House (or use escorted access to the Embassy elevator for those needing assistance) for our buffet dinner and dessert from 7:30 to 9:30 pm. Our dinner will feature not only white spargel and an array of other dishes, but also seven fine white and red German wines, including Silvaner, known for its affinity with asparagus. Overall, seven of Germany’s thirteen wine regions will be represented in our reception and dinner, including the Mosel, Rheingau, Nahe, Rheinhessen, Pfalz, Ahr, and Franken.
Registration for this event must be received by **Friday, May 22, 2026.** We can accommodate a maximum of 120 guests for the reception in the Carl Schurz Hall, but only 80 for the dinner at the smaller Embassy House. When registering, please decide whether you want to attend either the reception only, or both the reception and dinner (the price of the dinner includes the reception, and attending the dinner without the reception is not an option). For the first two weeks after initial announcement of this event, we are reserving half of the dinner places for those who register through the German Wine Society, at the listed price. After that time, all of the places will be available for purchase by members of either group, and prices will be subject to revision without prior notice. The initial price to attend the Spring Gala for members of the German Wine Society is **$95** for the reception alone, or **$195** for the reception and dinner; for non-members, the initial price will be **$105** for the reception alone, or **$205** for the reception and dinner. Reserve early to avoid disappointment!
We anticipate being joined by members of the German Embassy staff, some of whom will provide introductory remarks at the reception. Please take the opportunity to mingle with them and share your interests in German wines and Germany!
Here’s what we have planned for our Spring Gala:
**5:30 pm: entry to Embassy compound passing through security (plan to enter no later than 6:30 pm); Reception and concert at the German Embassy.** Enter at the main Embassy gate on 4645 Reservoir Road, NW, Washington, DC 20007, and after passing through security, proceed to the Carl Schurz Hall in the main Embassy building.
For security purposes, the Embassy requires a list of all attendees in advance; no walk-ins are allowed. Please remember to bring a valid picture ID. There is no parking available on Embassy grounds, but it should not be difficult at this time of day to find parking on the street nearby if you are driving. Be alert, however, to DC parking restrictions. The German Embassy is not near a Metro subway stop, but it is also possible to arrive by Metro bus (D94) or by taxi/ride service.
Welcoming menu: hors d’ oeuvres + Sparkling wine served at main Embassy
Pretzel bites with beer- cheese dipping sauce
German bratwurst pig in blanket with mustard
Asparagus-cheese quiche
Herring on potato with mustard mayonnaise
Duck confit arancinis with cherry sauce
These hors d’oeuvres will be accompanied by the following sparkling wine:
*Nv Dr. Loosen “Dr. L” Sparkling Riesling, Mosel.* In Germany, sparkling wine is known as “sekt,” and the Loosen estate produces this distinctive dry sekt using the Charmat method, with a specific grape and region rather than a generic blend. Rated 91 points by Wine Enthusiast.
Introductory remarks will begin at 6:00 pm, and the concert will run from about 6:20 pm until 7 pm.
The program for our Spring Gala Concert will be a joyous chamber music celebration featuring various German, Austrian and Italian works, performed by the trio Cantabile (violinist Christine Kharazian, cellist Irina Ponomareva, and pianist Nina Willner) and soprano Angela Mariano. Biographies of the performers are listed at the end of this notice. Music will range from the Baroque and other classical pieces, including Bach, Vivaldi, Beethoven, Handel, Schumann, and Mendelssohn, to traditional German songs of the Mosel and Rhine on wine themes. The program will include the famed 17th century German hymn Schönster Herr Jesu (as arranged by Dawson Hull), brought to America in the 19th century by German immigrants, with its references to springtime.
During and after the introductory remarks and concert, the following red and white wines will be served as well:
*2023 Spreitzer Oestricher Lenchen Riesling Kabinett, Rheingau.* The Rheingau region has long been identified with high-quality Rieslings, and this Kabinett, at the lower end of the scale of sweet wines, provides an off-dry or mildly sweet experience. Rated 92 points by Wine Spectator and Antonio Galloni.
*2023 Kühling Gillot Spätburgunder Trocken, Rheinhessen.* The Spätburgunder grape is better known outside Germany as Pinot Noir, and this is a fine example of a dry red from a leading estate. 90 points average critic reviews.
Guests attending the dinner after the reception should proceed up the stairway alongside the main Embassy building depicted here to the Embassy House on the upper level, between 7 pm and 7:30 pm after the concert. For those who have difficulty ascending the stairs, escorts from the Embassy staff can bring guests through the Embassy building and up an elevator. Guests not attending the dinner, but only the reception, should exit from the Embassy by 8:00 pm, but may remain after the concert until then to enjoy the white and red wines and hors d’oeuvres.
**7:30pm - 9:30 pm Buffet Dinner with Served Wines: inside Embassy House cantina and possibly on patio also if weather permits**
Assortment of bread
Green salad with lingonberry dressing
German style potato salad
Pasta Salmon salad
Grilled white asparagus with hollandaise sauce
Roasted spring vegetables
Chicken Schnitzel with lemon and capers
Black forest ham
Spaetzle with mushrooms, ham
Sweets:
Apple strudel with vanilla sauce
Black forest cake
Rice porridge with red berry soup
The dinner will be accompanied by the following wines:
Served as starters:
*2023 Hexamer Helmut Meddersheimer Rheingrafenberg Rieslling Quarzit, Nahe.* A fine example of a barely off-dry Riesling from the Nahe region west of the Rhine, across from the Rheingau. Critic James Suckling rated the previous vintage 92 points.
*2022 Rebholz Weissburgunder Trocken, Pfalz.* The Rebholz estate in the Pfalz region is one of Germany’s top producers of dry “Trocken” wines, in this case made from the Weissburgunder grape better known outside Germany as Pinot Blanc. Reviewed at 92 points by critic James Suckling.
Served with main buffet course:
*2022 Meyer-Näkel Spätburgunder (Pinot Noir) Estate, Ahr.* The small Ahr region near Bonn is more heavily focused on producing red wines, especially Spätburgunder, than any other wine region of Germany, with distinctive slate tastes. The Meyer-Näkel estate represents the 5th generation of winemakers. Critics have reviewed at 91 points.
*2024 Carl Loewen Longuicher Maximiner Herrenberg Riesling Kabinett, Mosel.* Grown from vines over 120 years old in Devonian slate soil, and fermented in traditional wooden barrels (fuder). Rated 94 points by critic James Suckling.
*2023 Wirsching-Iphöfer Silvaner Trocken, Franken.* A dry Silvaner white wine, served in the fat “bocksbeutel" characteristic of the Franken region, is the classic accompaniment to a spargel (asparagus) dinner. Rated 90 points by Kristen Bieler, Wine Spectator.
Served with dessert:
*2023 Fritz Haag Braunberger Juffer Sonnenuhr Riesling Spätlese, Mosel.* Spätlese wines are the next step up the sweetness scale in Germany from Kabinett, the term translating as “late harvest.” From the Sonnenuhr (“sundial”) vineyard., one of the iconic steep-sided vineyards lining the banks of the Mosel river. Rated 92 points in Wine Enthusiast.
*2023 Dr. Loosen Ürziger Würzgarten Riesling Spätlese, Mosel.* The Mosel region, source of both dessert wines for this event, is one of Germany’s leading regions for the Riesling grape, and exports far more wines to the United States than any other single German wine region. From the Würzgarten (“spice garden”) vineyard in Ürzig. Rated 94 points by Master of Wine Anne Krebiehl, Vinous Media.
You can register and pay for this event by registering through the GWS website, [https://germanwinesocietydc.org](https://germanwinesocietydc.org/). Guests can also register independently through the International Club of DC, which has issued its own announcement of the Spring Gala. Simply confirming attendance on meetup is NOT sufficient for a reservation.
For this event, we are no longer requiring that guests take special health precautions. We do request that if you contract covid-19 or another communicable illness, or test positive for one, you refrain from attending the event and protect the health of others. We can refund payments for this reason if you notify us that you are not able to attend the event for this reason prior to the day of the event. Otherwise, refunds can only be given if requested before the registration deadline.
All GWS members and guests are reminded that alcohol consumption can lead to intoxication. Members and guests should use public transportation to events, rely on a designated driver, or taste the wines rather than finish them.
The event coordinator for the Spring Gala, on behalf of the German Wine Society, is Carl Willner, Capital Chapter President and Secretary, and National Vice President and Secretary. Please send any questions to Carl at [carl.willner1@verizon.net](mailto:carl.willner1@verizon.net) .
We look forward to seeing you for our Spring Gala!
Last Thursday MARTY at Georgetown Piano Bar
**🎹🍸🐺 LAST THURSDAY MARTY — Georgetown Piano Bar 🎶🤝**
**What happens when you mix ambitious professionals, entrepreneurs, Main Street businesses, live piano music, meaningful conversations, and a mission bigger than ourselves?**
**You get a Team Network MARTY — a “Meeting And a paRTY!” 🇺🇸💪**
**Join Team Network for our legendary “Last Thursday MARTY” at the iconic Georgetown Piano Bar — where networking feels less like work and more like the kind of night you don’t want to end.**
**This isn’t about awkward handshakes, stale chicken skewers, and people trying to sell you copier toner five seconds after meeting you. 😄**
**This is about:**
**✅ Building real relationships**
**✅ Meeting your future power-play partners**
**✅ Sharing opportunities and resources**
**✅ Supporting great causes**
**✅ Laughing, learning, and growing together**
**And this month, we are proud to support Habitat for Humanity — helping hardworking families build strength, stability, and self-reliance through affordable housing. 🏠❤️**
**Whether you’re a business owner, entrepreneur, professional, creative, contractor, consultant, attorney, lender, coach, or simply someone who believes relationships still matter in business… this is your room.**
**Because at Team Network, we believe:**
**🐺 “The strength of the wolf is the pack.”**
**🤝 One introduction can change your business.**
**🎯 And if you have time to breathe… you have time to network.**
**Bring business cards.**
**Bring energy.**
**Bring a friend.**
**Bring your appetite for opportunity.**
**Join the Team and Run with a Pack! 🐺🤝🇺🇸💪**
**#TeamNetwork #MARTY #BusinessNetworking #Georgetown #WashingtonDC #HabitatForHumanity #Networking #Entrepreneurs #MainStreetBusiness #ProfessionalNetworking #GiveAndGo #RunWithAPa**
Pippin - May Option
Our first option for *Pippin* at Signature Theatre will be Saturday, May 30 at 8PM. If you cannot make that performance, we'll have another option, likely in July--please fill out this Doodle poll with all the options that can work for you: [https://doodle.com/group-poll/participate/e9XxzvJd](https://doodle.com/group-poll/participate/e9XxzvJd).
I am unable to make the May 30th performance, so folks will need to buy their own tickets. You can purchase on [TodayTix](https://www.todaytix.com/booking/seating-plan?product_id=44342&content_product_id=44342&venue_id=10901&product_type=show&qt=2&showtime_id=2299954&slot=20:00&date=2026-05-30) or from [Signature Theatre's website](https://tickets.sigtheatre.org/syos/performance/13864). For folks who like front row seats, you could form a ticket block in Orchestra North.
Stephen Schwartz’s (*Godspell*, *Wicked*) musical masterpiece of purpose, ambition, lust and glory sizzles for summer, thrillingly staged as only Matthew Gardiner can do.
Medieval traveling performers bring to life the story of Pippin, the restless heir of Charlemagne, on his quest for purpose. Dreaming of greatness, he dives into war, passion, and even murder—only to find himself disillusioned at every turn in this dazzling and provocative coming-of-age parable about what it means to be extraordinary.
Join us for this sardonic and witty extravaganza, flush with spellbinding dance and the iconic songs “Corner of the Sky,” “Magic to Do” and “Morning Glow.”
ServiceNow Professional
collaborative community for ServiceNow specialists and IT professionals to connect, share knowledge, and grow together. This group focuses on real-world use cases, best practices in ITSM, emerging technologies, and career development. Whether you're a beginner or an experienced professional, join us to exchange ideas, improve communication skills, and build meaningful industry relationships.
Overcoming Average - NoVa Chapter
This group was originally started by Chad Keith who created and hosts a podcast by the same name in Charlotte, NC. I am hoping to continue his legacy here in NoVa as I recently moved to this area. This group is all about finding community around self-improvement and exchanging ideas on how to be your best self and get the most out of life. This group is for anyone who is interested in overcoming average in all areas - career, ambitions, relationships, hobbies, health, everything.
I am so excited to meet driven individuals in the NoVa area so please reach out if you have any questions at all. EVERYONE is welcome so please sign up for an upcoming meetup!
Enterprise Performance Management Events Near You
Connect with your local Enterprise Performance Management community
Indiana D365 User Group June Meeting
Save the Date - Agenda Forthcoming
You're invited to Indiana D365 User Group Meeting June
Wed Jun 10, 2026
2:00 PM—Jun 11, 4:00 PM (EST)
https://teams.microsoft.com/l/meetup-join/19%3ameeting_YWRkNmQ1NWMtN2E0Mi00ZDU4LThmNzMtMDdlODMwMDNkMGMz%40thread.v2/0?context=%7b%22Tid%22%3a%22b4c9f32e-da17-4ded-9c95-ce9da38f25d9%22%2c%22Oid%22%3a%2267db4a27-1865-4ea7-bb20-a28137a8aa56%22%7d
Tap on the link or paste it in a browser to join.
ServiceNow Knowledge 26 Recap + Topgolf Happy Hour
Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!
[Nathan Leiberman: Tailwind CSS: The Perfect Wingman for Frontend Projects] #12
Join us for **[Nathan Leiberman](https://www.linkedin.com/in/nathan-richard-lieberman/)**'s talk ...
Had enough of writing the same flex classes for the hundredth time? Tired of diving into your coworker’s cobbled container class? Tailwind CSS is here to save your sanity.
Tailwind gives you a well-organized, utility-first approach to styling. This CSS framework eliminates naming debates, halts stylesheet scavenger hunts, and satisfies your marketing team’s whims with clear, composable class names and a powerful configuration system. You’ll spend less time fighting CSS and more time building beautiful interfaces.
In this talk, I’ll walk through an interactive demo of Tailwind CSS and cover the following topics:
* Set up Tailwind CSS in your project
* Understand Tailwind’s utility classes and how they work
* Integrate breakpoints and dark mode like a pro
* Customizing Tailwind to fit your style
Ditch your spaghetti stylesheets and come see how Tailwind CSS can make your project lighter, cleaner, and a lot more fun to build. Your future self will thank you.
***Bring your laptop and expect to write some (non-AI generated) code!***
Food and drinks will be available.
**LOCATION:**
6515 Longshore Loop, Suite 300, Dublin, OH 43017
**FREE PARKING:**
6725 Longshore Street, Dublin, OH 43017
QA or The Highway 2026
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\.

















![[Nathan Leiberman: Tailwind CSS: The Perfect Wingman for Frontend Projects] #12](https://secure.meetupstatic.com/photos/event/2/f/e/b/highres_533472267.webp?w=640)


