Healthcare Big Data

Join us at Eltham Leisure Centre for a FREE fun-filled Walking Football Mixed Gender Session, brought to you by Walking Football 4 Health Victoria. This event is designed for anyone looking for a low impact sport to stay active, be part of a welcoming community, and most importantly have fun. Our friendly host, Paul, will be there to introduce you to walking football, ensuring a safe and engaging experience. Don't miss out on this opportunity to engage in sports, socialise, and promote a healthy lifestyle in a welcoming community environment. There is no cost for this program. Sign up now and be a part of this exciting Walking Football Session. If you wish to contact the organiser, Mick directly, you can do so on: 0430 163 550 Email: info@wf4hvictoria.org.au Website: [Walking Football | Walking Soccer | Walking Football 4 Health](https://wf4hvictoria.org.au/) Facebook: [Walking Football 4 Health Victoria Group | Facebook](https://www.facebook.com/groups/wf4healthvictoria)

A mix of dance classes, connections & laughter! We love offering a diverse range of moves to keep things fresh and exciting, and it’s always amazing to see our dance community connecting on and off the dance floor. It’s all about coming together, learning, and having fun! Brighton Beach Bowls Club 2B South Rd Brighton 7:00 pm - 9:30 pm Beginner & Intermediate levels $25 CASH or PAYID

**POINT COOK CUBAN SALSA & BACHATA** **DANCE CLASSES 2026** **🎉 - NOW OPEN -** **EVERY MONDAY** *(except on Public Holidays we are closed)* *\* No experience necessary* *\* No partner required* \* No dance experience necessary *\* Open to all adult ages* At: **POINT COOK COMMUNITY LEARNING CENTRE** 1-21 Cheetham Street Point Cook \* Same building as the Point Cook Library Building \* We are in Main Room 1 - opposite the Reception Desk as you walk in. **2026 MONDAY - POINT COOK** **CUBAN SALSA, BACHATA** **& RUEDA DE CASINO** **PROGRAM:** **6.30PM** **BACHATA** (Main class) \* Absolute Beginner to Improver level \* No dance experience or partner required \- All welcome **7.30PM - 8.45PM** **BEGINNER CUBAN SALSA** **\- INTRODUCTION TO SALSA BASICS** An extra 15 minutes have been added to assist new beginners with a slower, easy to follow breakdown of the main basics steps \- Beginners of all levels should attend this class This leads into the main **CUBAN SALSA BEGINNER** lesson. *\* Total Beginner Salsa class time: 1 hour & 30 minutes* **8.45PM - 9.45PM** **CUBAN SALSA & RUEDA INTERMEDIATE** (Main class) \* Beginners who are confident with their steps and turns can do this class. (Cuban Salsa/Rueda De Casino) **COST:** \* CASUAL/DROP-IN RATE: $20 for any 1 main class \* DO 2 CLASSES on the night: $30 \* DO ALL 3 CLASSES ON THE NIGHT - Only $35 **PAYMENT OPTIONS:** *\** **CASH** *is the preferred payment on the night and* *recommended for students to avoid paying the* *extra eftpos surcharge fees.* ***\* EFTPOS*** *facility with Mastercard or Visa credit card available* \- Please note: There is a 1\.9% surcharge when using Mastercard or Visa cards\. \* Please note: We do not accept American Express & Diner cards. **BOTTLED WATER & HAND TOWEL:** \* We recommend students bring a bottle of water and a hand towel as some nights are quite hot and some lessons can be abit of a workout! ((-: **CENTRE PROTOCOLS:** \* Masks are recommended \* If feeling unwell or have any flu like symptoms, please do not attend any classes \* If you are a close contact, as a precautionary measure, we ask you not to attend any classes until after 7 days of negative results \* We recommend sanitizing hands frequently **What To Wear:** \* Best shoes - low or flat shoes with smooth sole shoes, such as leather sole shoes. \* Avoid runners or sneakers as these are made to grip the floor and can impede your movement and turns. \* Clothing - comfortable, casual clothing is fine **MEDICAL:** Please consult your doctor before taking any classes if you have breathing problems, heart conditions, knee, back or shoulder injuries or are taking prescribed medication that may effect your health **PRIVATE LESSONS:** We offer private lessons on a one-to-one basis at our private studio setup in Werribee. Available for one to one or with your dance partner or for small private groups at a time that suits you. Large private groups or functions, we can come to you or your event. Private salsa lessons are a great way to fast track and accelerate your salsa dancing skills by focusing on your salsa dancing in more detail with individual attention.

$29 per person for 2 hours of training (includes table hire) ## 🏓 MELBOURNE TABLE TENNIS COACHING @ MSAC Ready to seriously improve your table tennis — or finally start the right way? Join our **ongoing in-person group coaching sessions at MSAC**, where you’ll train in a structured but fun environment with players who come regularly, as well as new faces every week. Our sessions are designed for **both total beginners and advanced players.** You don’t need experience — and you won’t be bored if you already have it. ### What to expect * ✅ **10–15 players per session** * ✅ **2 experienced coaches on court** * ✅ **Structured drills + match play** * ✅ **Individual feedback based on your level and goals** * ✅ **A welcoming group that trains regularly** You’ll work on **technique, footwork, consistency, tactics, and real match situations** — not just hit balls randomly. We organise the group so everyone is challenged at the right level. ### Why people love these sessions * Ongoing training with a real community * Fast improvement, not just social play * A great way to **move, learn, and make friends** * Fun, supportive atmosphere with serious coaching behind it Whether your goal is to **learn from scratch, get fitter, sharpen your skills, or start competing**, this is a perfect place to train. ### What to bring * 🏓 **Bat/paddle** (if you have one — if not, we’ll provide it) * 👟 **Sports shoes (runners)** * 👕 **Comfortable sports clothes** * 💧 **Water bottle** * 🧴 **Small towel** Grab your paddle, bring your energy, and come hit with us at MSAC. Please send me an email to: p.tretinik@gmail.com to confirm attendance. This helps me to book enough table for a smooth session. NOTE: If this is not your first time coming to this meet up, the cost is $36 for the whole 2 hours.

Please note that **this event is not open for photographers** (no option to bring Camera/GoPro or tripod). I will be taking photos of people with the Milkyway. Cameras and tripods aren’t allowed due to past accidents that led to damaged cameras/lenses and injuries in the dark. We have done over 200 Milkyway events. Please read the group rules before signing up. Please follow these two steps to confirm your spot: Step 1: Please RSVP to this event on meetup. Step 2: Please get your tickets on Trybooking ($20 - Early Bird, $25 - Regular) - [https://www.trybooking.com/DMCVS](https://www.trybooking.com/DMCVS) We will scan Trybooking tickets at the meeting point. Please note that Trybooking tickets will only be refunded if the event is moved or cancelled. Trybooking Tickets are non-refundable. There is no option to also transfer the ticket to a new date. Payments are managed through Trybooking and not Meetup. You will see an **"Unpaid" status on your RSVP**. The only thing you need is the Trybooking ticket which you will receive by email. **Meeting Point**: Let's meet in the Corner of Spencer Street and Bourke Street (Station Side - Near the steps) at 5:45 PM and head to one of the **premium locations** (100km away from Melbourne). Driving to the destination is not an option for any of our stargazing events. We should be back in the CBD around 11:30 PM. **Meeting Point Photo**: [https://bit.ly/2SkyVL2](https://bit.ly/2SkyVL2) Please carry a warm jacket as the temperature is expected to be around 8°C. Please carry takeaway dinner as there are no food options at the destination. **Cost:** Organizer Fee: $20 - Early Bird, $25 - Regular Transport: PTV is Free Taxi/Uber: $50 (In an unlikely event where Vline services are cancelled ) Photos: All the images will be uploaded to our Facebook Group (Explore Melbourne) - [https://www.facebook.com/groups/exploremelb](https://www.facebook.com/groups/exploremelb) and meetup. I take one solo photo for everyone with the Milkyway. These events are not aimed at photographers. Location: For the safety of people attending the event and flexibility to change location at the last minute based on the weather forecast, we will only share the location details with people at the meeting point. For the safety of people attending future events, please do not share the Milkyway location with anyone. Also, please do not tag the location when sharing photos on Social Media. The Milky Way Galaxy is one of the most interesting naked eye sights in the night sky. We live under light-polluted skies, and to see a glimpse of the Milkyway, we need to travel outside the city. We run Milkyway events near Melbourne (40-50km away) and events in premium locations (over 80-100km from Melbourne CBD). We will mention premium events on the title of the event. Many Solo and some group photos from previous events: [https://drive.google.com/folderview?id=1F0fE1-s4mkkNIi1oATIVBE3I5riDTRO3](https://drive.google.com/folderview?id=1F0fE1-s4mkkNIi1oATIVBE3I5riDTRO3) Please follow us on Social Media for photos, videos & updates: [YouTube](https://www.youtube.com/@explore-melbourne) \| [Facebook Page](https://www.facebook.com/exploremelb) \| [Facebook Group](https://www.facebook.com/groups/exploremelb) \| [Instagram](https://www.instagram.com/xpmelb/) \| [TikTok](https://www.tiktok.com/@exploremelbourne) \| [ExploreMelbourne.AU](https://exploremelbourne.au/) Explore Melbourne is the largest meetup group in Australia. We have seven simple rules in place to protect our community and for everyone to have a positive experience. ❌ **Not a dating group!** – We’re here to make friends, not find soulmates. No flirty business, please! 📵 **No phone numbers**, please! – Feel free to swap social media if both parties are cool with it, but let’s keep our digits private. Please **don’t add people to WhatsApp or other groups**. 🔞 Our events are only **open to people aged 18 and older**. 📢 Please **do not advertise other events or groups**. 😅 **Don’t be a social octopus!** – Give people space to chat with others. Please don't be clingy. 🚗 We **don't allow carpooling** due to safety incidents/our public liability insurance not covering motor related accidents. 💰 **No sales pitches!** – No selling, no MLMs, no pyramid schemes, no “life-changing mentorship” offers—let’s keep things scam-free. By joining this event, you’re giving us a virtual pinky promise 🤝 that you’ll follow the rules. Break them, and—poof!—you’re out for good. No second chances, no do-overs. Let’s keep it fun, friendly, and drama-free! **Liability Waiver:** The organizer of this group cannot accept any liability for any loss, damage, injury, or accident to participants or their property at this event. By participating in this event, you're taking responsibility for your safety and well-being. By joining this event, you agree to the liability waiver mentioned here: [https://exploremelbourne.au/explore-melbourne-liability-waiver/](https://exploremelbourne.au/explore-melbourne-liability-waiver/)

We’re opening up just **10 trial spots** for new players to come see what the pickleball buzz is all about at our brand new venue in Altona! This is **mixed, social pickleball** at its finest – think good vibes, friendly rallies and games that feel more like a hangout than a tournament. Joing us **Monday nights in Altona** – you’ll meet awesome people, enjoy a super welcoming vibe and be part of a growing pickleball crew that **plays for fun**, not just for the win 🏓💛 Who knows? Your next teammate might be waiting for you on the court. Spots are limited! 📍 The Rally Pickleball Club Altona - 82 Drake Blvd 📅 Monday May 11th 🎟 Only 10 spots

🤠 Monday nights — Boot Scootin’ Hustle (Line Dancing) Line dancing is an absolute blast — upbeat, energetic, and surprisingly addictive! Wonderfully warm, welcoming vibe — the kind of people you’ll want to dance with every week. Whether you’re a total beginner or just looking for somewhere fun to move, you’d fit right in! Brighton Beach Bowls Club 2B South Rd Brighton 6:00 pm – 6:45 pm $15 CASH or PAYID May Madness Sale = 4 x line dancing classes for $40

We are hosting another "Super Night" on Tuesday, 12th May 2026. We will hear from: **Akanksha Malik will discuss Foundry Toolkit Discoveries:** The Foundry toolkit has been evolving rapidly, and with new extensions and features come new possibilities — and new things to discover. This session shares a guided tour through recent toolkit additions, exploring what's changed, what's new, and what's worth paying attention to. **Ronak Vachhani will show us what's new in Fabric:** There are a lot of new features in Microsoft Fabric. Join Ronak, a Cloud Solution Architect at Microsoft, to hear about the new features and announcements. **Come and share pizza, great conversation and free learning.** Schedule: 5.30-6.00 Pizza and Networking 6.00-7.30 Interactive sessions

**Generative AI for Developers Meetup 2026** ***Building AI Applications with Agentic AI, GenAI Workflows & Multi-Agent Systems*** We’re gearing up for another massive night on **Thursday, 14th May**. We’ve got an incredible lineup of speakers, a hands-on agenda, and our wonderful MC, **Annemarie Boicovitis**, to guide us through the evening. **📅 AGENDA** 1️⃣ **Implementing Voice AI Agents** **David Galtieri (DepthNode)** David has been deep in the trenches implementing AI chatbots for enterprise. He’ll share insights on moving beyond text and the mechanics of deploying production-ready Voice AI. 2️⃣ **Round Table Discussion: Is software engineering dead?** **Featuring event host Dr. George Vossos** A community-wide debate on the existential questions facing developers today. George will be joining the panel to dive into how AI-augmentation is shifting the role of the engineer. 3️⃣ **The New Agentic Skill Set & Hiring Trends** **Joh Leonhardt** Our regular AI futurist breaks down what "agentic skills" actually look like in practice and exactly what the industry is looking for in its next wave of AI hires. 4️⃣ **Zero to markermate.ai: The Reality of Building an AI SaaS** **Ryan Sinnott** One of our founding members, Ryan, tells the "real story" of building and launching his own AI SaaS—the technical hurdles, the pivots, and what it actually takes to get to market. *** Whether you're a seasoned dev or just curious about the agentic future, come for the technical insights and stay for the networking with Melbourne’s AI community. *** 🌍 **Live-streamed globally** — YouTube link shared on the day (EU + US welcome!) \-\-\- **Why attend?** If you’re building (or about to build) agentic AI systems, this is the room where you’ll pick up reusable patterns, avoid common traps, and meet others shipping in the same space - developers, data folks, founders, and technical leaders. RSVP here: https://www.meetup.com/genai-for-developers/

**Please sign up using Luma -** https://luma.com/x9tq0e88 A series of lightening talks on the topic on **The Measurement Problem** *"Are You Measuring the Right Things? SLOs, Toil, and the Metrics That Actually Matter.* After these talks we'll open the floor for discussion and Q&A with our presenters. **SCHEDULE** **5.30pm** 🍕Doors open – food and drinks served **6:00pm** ⚡️Three talks and Q&A and discussion with speakers **7:00pm** 🍻 Networking and drinks **7:30pm** 👋 Doors close

**In-person event!** ## **The Reality Check** 90% of organisations are seeing some value from AI, but there is a massive gap between the “experimenters” and the “performers.” Most are stuck in Pilot Purgatory—burning through budgets while boards demand proof of return. *** ## **The Session** We’ve bought out from the United States, **Laks Srinivasan** (CEO, Return on AI Institute) to share with our market the global research the Institute has undertaken and published in Harvard Business Review along with the great AI Native offering for Enterprises from AI-Native by Scaled Agile. 1. **The Research:** Laks Srinivasan (CEO, Return on AI Institute) breaks down a global study of 1,000+ executives. He’ll share the “Value Gap” data—revealing exactly what distinguishes organizations winning with AI from those just spending money. 2. **The Blueprint:** We’ll dive into the Scaled Agile AI-Native system. This isn’t just about tools; it’s about the [AI-Native Foundations](https://prettyagile.com.au/course/ai-native-foundations) and [Change Agent](https://prettyagile.com.au/course/ai-native-change-agent) and [Leading the AI-Native Organisation](https://prettyagile.com.au/course/ai-native-leader). Frameworks that rewire how teams work, from prompt fluency to enterprise-scale workflows and how Executives lead AI Native Enterprises. *** ## **The Mix** **5:00 pm Welcome drinks + nibbles** **5:30 pm Data & Strategy:** * Laks presents the Harvard Business Review global research featured findings and the AI Money Map. **6:00 pm Group Jam** * A facilitated “unfiltered” discussion. We’ll explore how to move from scattered AI insights to an executable, AI-Native strategy. **6:30 pm Mingle with drinks + nibbles** *** ## **What’s in it for you?** * **Executives:** Get the metrics and “Board-ready” data to justify AI spend. * **Leads/Agilists:** See the AI-Native Change Agent roadmap to scale AI beyond small pilots. * **Engineers/PMs & Teams:** Learn how to redesign workflows to be “AI-First” without losing agility with AI-Native Foundations.

## **The Reality Check** 90% of organisations are seeing some value from AI, but there is a massive gap between the “experimenters” and the “performers.” Most are stuck in Pilot Purgatory—burning through budgets while boards demand proof of return. *** ## **The Session** We’ve bought out from the United States, **Laks Srinivasan** (CEO, Return on AI Institute) to share with our market the global research the Institute has undertaken and published in Harvard Business Review along with the great AI Native offering for Enterprises from AI-Native by Scaled Agile. 1. **The Research:** Laks Srinivasan (CEO, Return on AI Institute) breaks down a global study of 1,000+ executives. He’ll share the “Value Gap” data—revealing exactly what distinguishes organizations winning with AI from those just spending money. 2. **The Blueprint:** We’ll dive into the Scaled Agile AI-Native system. This isn’t just about tools; it’s about the [AI-Native Foundations](https://prettyagile.com.au/course/ai-native-foundations) and [Change Agent](https://prettyagile.com.au/course/ai-native-change-agent) and [Leading the AI-Native Organisation](https://prettyagile.com.au/course/ai-native-leader). Frameworks that rewire how teams work, from prompt fluency to enterprise-scale workflows and how Executives lead AI Native Enterprises. *** ## **The Mix** **5:00 pm Welcome drinks + nibbles** **5:30 pm Data & Strategy:** * Laks presents the Harvard Business Review global research featured findings and the AI Money Map. **6:00 pm Group Jam** * A facilitated “unfiltered” discussion. We’ll explore how to move from scattered AI insights to an executable, AI-Native strategy. **6:30 pm Mingle with drinks + nibbles** *** ## **What’s in it for you?** * **Executives:** Get the metrics and “Board-ready” data to justify AI spend. * **Leads/Agilists:** See the AI-Native Change Agent roadmap to scale AI beyond small pilots. * **Engineers/PMs & Teams:** Learn how to redesign workflows to be “AI-First” without losing agility with AI-Native Foundations.

**Nirvana Shatakam – Shankara's Six Verses on Freedom** Most spiritual paths tell you to become something. This teaching does the opposite. Through six ancient verses by Adi Shankara, you discover who you are by removing what you're NOT – the body, mind, and roles you play. What remains is your limitless nature that was always here. Over seven months, we'll unpack these verses line by line, transforming how you see yourself and your life. **What You'll Learn** * How you mistake yourself for body, mind, emotions, and roles * Why self-knowledge differs from self-improvement * Why you've never actually been bound – and what keeps that recognition hidden * What it means to recognise yourself as the sought, not the seeker **About the Teacher** Andre Vas teaches Vedanta full-time under the Swami Dayananda (Arsha Vidya) lineage. As a former business owner, he relates deeply to householders juggling work, family, and inner growth. Known for making knowledge stick through lived experience, not just concepts. **Who This Is For** No prior background needed. For anyone noticing that acquiring more, achieving more, or becoming better doesn't stick. For those with burning curiosity and a hunger to know, understand, and live this wisdom. **I'll set up group discussions also to help us make new friends.** **When & Where** 📅 2:00-4:00pm Melbourne time 📍 3 Anjaya Court, Blackburn, Melbourne **More info: [YesVedanta.com/nirvana](https://YesVedanta.com/nirvana)**

Hi Architects, Welcome to our next AWS Melbourne Well-Architected User Group Meetup for 2026, including more exceptional speakers and topics! :-D At each meetup we covered off various pillars in detail, best-practices and insights from industry leaders that specialise in the Well-Architected Framework. And giving away drones, of course. Lots of drones. **Please also note that AWS Security now requests a company name and company email where it is available. If you are a student, please list your institution and your student email address at that institution 👍** We’ll be updating throughout the month with more speakers and our speakers so far this month include: * **Zé Mané, Cybersecurity Specialist** **Well-Architecting and Scaling my Life: How AI Helped Me Optimise and Thrive as a Digital Nomad in Oceania** A talk about balancing a demanding tech career, building a startup fully hosted on Amazon Web Services, and living as a digital nomad across New Zealand and Australia. * **Mystery Speaker** **Well-Architected Agents** In this talk we will go into the detail of not only the launch of the first Well-Architected agents from both AWS and other AWS partners (and what they can and can't do) but will also go through best-practice agentic architecture as verified by AWS senior architects. This month's menu will include: * Pizzas * Beer: Nastro Azzurro * Wine: Big and red 🤤 NB: Please check in up the stairs from the ground floor to the Mezzanine Level. So come join us at 5:30 for a 6pm **SHARP** start, followed by beer, wine, pizza and friendly networking after our talks :-)

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

**Agenda :** * 4.45 to 5.00 PM ET: Food and Networking * 5.00 to 5.50 PM ET: "Build Intelligent Agents with Work IQ, Foundry IQ, Fabric IQ, and Copilot Studio" Hello Everyone! Please join us for our May 12th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided. You will need a government-issued ID to enter the facility.** **Title:** Build Intelligent Agents with Work IQ, Foundry IQ, Fabric IQ, and Copilot Studio **Description:** What if your AI agents truly understood how your business works, had instant access to trusted enterprise data, and could take meaningful action from end to end? In this session, we’ll cover how to build enterprise-ready AI agents that understand business context, use trusted data, and take real action. In this fast-paced session, we’ll bring Work IQ, Foundry IQ, and Fabric IQ together with Copilot Studio through best practices and live demos. Key Takeaways: \*Work IQ: Ground agents in real work, roles, and business processes \*Foundry IQ: Design and orchestrate intelligent agent behavior \*Fabric IQ: Power agents with secure, enterprise-grade data \*Copilot Studio: Bring it all together into an end-to-end intelligent agent **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

**Note: You must register on Vedic Health's website to sign up for the sessions. Please register at: [https://www.vedichealth.org/free-clinic](https://www.vedichealth.org/free-clinic)** Experience the wisdom of Ayurveda and discover natural ways to support your health and well-being at Vedic Health’s **Free Ayurvedic Clinic Day**. During this special event, you will receive a personalized introductory assessment from expert **Vaidyas (Ayurvedic practitioners)**, who will offer guidance on your **dosha balance, diet, and simple lifestyle practices** to help you feel your best. Bring your questions and explore how Ayurvedic principles can support greater balance, vitality, and long-term wellness. Each participant will have **10-minutes with each Vaidya (total 30 min)**, including time with each Vaidya for a general dosha assessment, dietary recommendations, and practical well-being strategy. Please arrive **15–20 minutes early** to check in and be ready for your session, as late arrivals will lose their reserved spot. Join **founder Amita Jain and her team** for an eye-opening experience that may transform the way you think about health and self-care. This event is **free and open to the public of all ages**, but **space is limited** and advance registration is required. Reserve your spot at **[www.VedicHealth.org/free-clinic](http://www.vedichealth.org/free-clinic)**. We recommend bringing a **notebook and pen** so you can capture helpful insights and recommendations from your visit. Come early and step into the Meditation Museum’s **Meditation Immersive Room** to **relax, reset, and enjoy a calming meditative experience that prepares your mind and body for greater peace, clarity, and healing**. **Disclaimer:** This offering is not a medical or health evaluation. Vaidyas will not discuss specific health conditions. The session is intended for general educational purposes only and as an introduction to Ayurveda. For in-depth consultations, please visit the **[Vedic Health Ayurvedic Center](http://www.vedichealth.org/) in Rockville**. Vaidyas are trained experts in Ayurveda and are **not licensed medical physicians**. Sun., May 17th, 1:00 pm – 5:00 pm. Held at Brahma Kumaris, 14020 Thunderbolt Pl, Suite 200, 2nd Floor, Chantilly, VA. Free Event – Register in advance at: [https://www.vedichealth.org/free-clinic](https://www.vedichealth.org/free-clinic)

**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

If you’re trying to grow in marketing right now, guessing isn’t a great strategy. This event gives you direct access to how marketing leaders actually think. Join DC Marketing Tech Talks on May 19th in Tysons for a live **CMO Ask Me Anything** — a candid, open conversation with experienced marketing leaders who have built teams, driven revenue, and led at the highest levels. This is your chance to ask: * What skills actually matter right now? * What gets someone promoted vs. passed over? * What does it take to become a CMO today? * How are marketing teams and roles changing? * How do you connect brand to real business growth? Just real answers from people who have done the work. Whether you’re looking to move up, switch roles, or sharpen your edge, you’ll leave with a clearer sense of what to focus on next. As always, this event is free and open to the public thanks to our sponsors, SalesIntel. Food, drinks, networking, and a room full of marketers who care about getting better at what they do. Come with questions. Leave with direction.

If **CMMC** is on your radar (or keeping you up at night), this is the conversation you don’t want to miss! Join us on **Tuesday, May 12, 2026,** at **Honor Brewing Company** at **42604 Trade West Dr, Sterling, VA 20166**! Want a custom name tag to enhance your networking opportunities? Register here and yours will be ready at the door: https://share.hsforms.com/1YxovFyF9RzKCcq9EjAN8-wdwxz1 Join us for an “**Ask the CMMC Experts**” session with **Brian Gallagher and Carter Schoenberg of Koniag Cyber.** These two seasoned leaders have been deep in the trenches of cybersecurity, compliance, and national security! **Brian** brings 20+ years of experience leading cybersecurity services across **highly regulated industries** and a unique perspective as a former **U.S. Secret Service Technical Security Division** professional who has helped secure some of the nation’s most sensitive environments. **Carter** pairs 30+ years spanning cyber investigations, threat intelligence, and cyber law with hands-on CMMC leadership as a **Lead Certified Asessor**. He’s conducted 35+ independent CMMC assessments, supported 30+ Authorizations to Operate for **DHS and DoD**, and helped shape national conversations through work with **NIST, MITRE, and federal agencies.** Bring your questions, your challenges, and your curiosity on **May 12**, for this candid, practical conversation with **Brian Gallagher and Carter Schoenberg**, designed to help you move forward with confidence! **Agenda** 5:30 Social hour and networking begins 6:10 Welcome 6:15 Ask the CMMC Expert - **Brian Gallagher & Carter Schoenberg** 6:50 Q&A 7:00 Open Mic & Networking Continues 7:30 Adjourn