Enterprise Application

**Onko kokonaisarkkitehtuuri hukkunut monimutkaisuuteen? On aika palata juurille, mutta uusin eväin.** Tervetuloa mukaan perinteiseen, syvälle menevään arkkitehtuuripäivään Hanaholmeniin! Tänä vuonna riisumme turhat rönsyt ja keskitymme olennaiseen: laadukkaiden arkkitehtuurikuvauksien tuottamiseen mallintamalla. Päivän aikana läpivalaisemme organisaation eri kerrokset ArchiMate-viitemallin mukaisesti. Emme vain keskustele, vaan **teemme**. Jokainen osio sisältää asiantuntija-alustuksen, käytännön harjoitustehtävän ja yhteisen purun. ### 📅 Ohjelma 10.3.2026 * **09:00 – 10:30** **Tervetuloa & Motivaatiokerros**: Miksi muutamme ja mitä tavoittelemme * **10:30 – 10:45** Tauko ja verkostoitumista * **10:45 – 12:15** **Tietokerros**: Tiedon rakenteet ja tiedon hallinta * **12:15 – 13:15** Lounas ravintola Platsissa * **13:15 – 14:45** **Toimintakerros**: Prosessit ja palvelut käytännössä * **14:45 – 15:00** Iltapäiväkahvit * **15:00 – 16:30** **Sovelluskerros**: Järjestelmätuki ja tekniset toteutustavat * **16:30 – 17:00** Yhteenveto, opit ja suunta iltaan > **Varustus:** Ota mukaan oma kannettava tietokone. Suosittelemme [Archi-työkalua](https://www.archimatetool.com/), mutta voit käyttää mitä tahansa organisaatiollesi tuttua notaatiota tai välinettä. *** ### 🌊 Tapahtumapaikkana upea Hanaholmen Palaamme jälleen monivuotiseen suosikkipaikkaamme. **Hanaholmen – hotelli- ja kulttuurikeskukseen** joka tarjoaa modernit kokoustilat keskellä kauneinta saaristoluontoa, vain kivenheiton päässä Helsingin keskustasta. Se on paikka, jossa luovuus ja looginen mallinnus kohtaavat. *** ### 🍽️ Ilta jatkuu: Ravintola Plats & Majoitus Päivän virallisen osuuden jälkeen siirrymme nauttimaan pohjoismaisista mauista **Ravintola Platsiin**. Plats yhdistää puhtaat raaka-aineet, saaristolaismaisemat ja huipputason gastronomian. * **Illallinen (Maistelumenu):** 68 € * **Viinipaketti:** 60 € Illallinen laskutetaan ilmoittautumisen yhteydessä, jotta saamme osallistujat yhteisiin pöytiin. Viinipaketti tilataan ja maksetaan henkilökohtaisesti ravintolassa. Voit myös kruunata kokemuksen yöpymällä **Hotelli Hanaholmenissa**. Huoneet ovat skandinaavisen tyylikkäitä, ja aamulla pääset nauttimaan saariston rauhasta. * **Majoitus (1hh):** 148 € / yö Kaoslaisille on varattuna alustavasti 9 huonetta, varmistamme varaukset ilmoittautumisesi jälkeen. *** ### 🎟️ Ilmoittautuminen ja hinnat Varmista paikkasi ajoissa ja hyödynnä Early Bird -etu! * **Early Bird, jos ilmoittaudut viimeistään 19.2.2026:** 295 € (sis. alv) * **Normaalihinta (ilmoittaudu 20.2.–4.3.2026):** 395 € (sis. alv) * *Hinta sisältää koko päivän ohjelman, aamiaisen saapumisen yhteydessä, lounaan ja iltapäiväkahvit.* 📍 **Paikka:** Hanaholmen, Espoo *** ### 📜 Laskutus ja peruutusehdot * Ilmoittautuminen on sitova. Esteen sattuessa paikan voi luovuttaa kollegalleen ilman kustannuksia ilmoittamalla siitä järjestäjille. **Tule päivittämään mallinnustaitosi ja verkostoitumaan kollegoiden kanssa pääkaupungin kylkeen, saariston syleilyyn!**

Welcome to AWS User Group Finland March meetup at Capgemini! Agenda so far: \- Welcome words\, Capgemini and AWS Community \- Dmytro Lesnyak \(capgemini\)\, Architecting Secure\, Scalable\, and Reliable AI Agents Using Amazon Bedrock AgentCore

Maaliskuussa puhutaan dokumenttien hallinnasta, mestarina puikoissa Juha Anttila / IITC **Liity mukaan Teamsilla:** [https://copilotbuzz.com/miitti](https://copilotbuzz.com/miitti)

**Welcome to the Finnish Testing Meetup Group** **March 2026 Helsinki edition!** FTMG continues to deliver popular and successful events for people interested in testing, QA, sharing, learning and improving your skills and knowledge. **Host** Meetup March Helsinki edition is hosted by [Vivicta](https://www.vivicta.com/fi/) who makes everyday life smoother with technology. **Hostesses** from Vivicta will be: * [Mari Partanen](https://www.linkedin.com/in/partanenmaripauliina/) * [Pauliina Simanainen](https://www.linkedin.com/in/pauliina-simanainen-887b9616a/) **Venue:** Vivicta Keilalahdentie 2-4, 02100 Espoo Nh: Showroom 1st floor **How to find the venue:** When coming from the Helsinki city center, take a metro heading to Tapiola or Matinkylä and get off the train on Keilaniemi station. Take the exit Keilasatama and walk along Keilalahdentie until you see the round Keilalahti buildings (next to Kone tower). The Vivicta main door is located on the first inner court. The walk is approximately 5 minutes. All companies at the Keilalahti offices share a common visitor parking with 60 parking spaces. The gates at the visitor parking hall will open automatically when driving in, but visitors can only exit the hall with a code that can be received from our lobby during opening hours 7:30 – 17:30. **Event program:** 16:30-17:00 Arrival, Registering at the Reception, refreshments and mingling 17:00-17:15 Opening words by FTMG hosts and Vivicta 17:15-18:00 "When QA Meets AI Everywhere" by Katerina Kairo + questions & discussions 18:00-18:30 Refreshments and mingling 18:30-19:15 "Why as Developer I Am Blind to Bugs" by Tatu Aalto + questions & discussions 19:15-20:00 mingling, discussions and networking 20:30 Venue cleared **Let's be polite:** Please respect host and arrival time slot 16:30-17:00. Host will be asking participants to register their names to a guest list and print guest cards. Please remember to update your RVSP in time case you cannot participate. It should be easy for you to know well in advance if you cannot participate but it may be very difficult for people on waitlist to clear time for joining in the last minutes before the event. **Presentations:** In this session we will have two presentations from: * **Talk 1 - "When QA Meets AI Everywhere" by [Katerina Kairo](https://www.linkedin.com/in/katerina-kairo-b3223546/)** "AI is reshaping how we build and test software—and quality professionals are right at the center of this shift. In this talk, we explore how modern AI—from Narrow to Super AI—changes the testing landscape and introduces new methods like adversarial testing, data‑poisoning checks, and back‑to‑back validation. Grounded in ISTQB concepts and personal learning reflections, the session highlights how testers can stay relevant, skilled, and ethical in a world where AI is everywhere." * **Talk 2 - "Why as Developer I Am Blind to Bugs" by [Tatu Aalto](https://www.linkedin.com/in/tatu-aalto/)** "I have long history of testing and I have moved from testing to test automation and now days I am mostly happy to call my self as a developer in testing. During these transitions I have lost some of my testing skills and I have stated make certain type of bugs in my projects. As a developer, I have come blind to some user perspective features. This is story of what mistakes I have done in my projects, why I now understand my developers colleagues better and what I have done to regain my past knowledge as a tester. When I have got know my tester side again better, it has helped me to write better code and make less bugs in my projects. In this story I hope to educate my colleagues why making mistakes is human and what I have done to avoid those mistakes." **Warmly welcoming you all again,** **Brgds FTMG organizers ;** [Nina](https://www.linkedin.com/in/ninaperta/), [Szilard](https://www.linkedin.com/in/szellszilard/), [Jani ](https://www.linkedin.com/in/jani-gronman/)and [Mikko](https://www.linkedin.com/in/mikko-paloheimo/)

Please join us for our 14th official C++ Helsinki Meetup! After our long winter break, we finally meet again for talks and discussion about the C++ programming language. This month, we are being sponsored by [SFS Finland](https://sfs.fi/en/). The meetup will be hosted at [Maria01](https://maria.io/) the leading startup campus right at Lapinlahdenkatu 16, 00180 Helsinki, Finland. Anyone interested in the C++ programming language is welcome to attend! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Code of Conduct:** By attending C++ Helsinki you agree to abide by the [Berlin Code of Conduct](https://berlincodeofconduct.org/). It is a primary goal of our meetup that our attendees feel safe, welcome, and included. If you have any concerns at all, please do not hesitate to contact the organizers Matti Juntti and Mark Gillard here on meetup.com. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- This month, we again have two exciting talks for you: **Ville Voutilainen:** *"How the C++ Standards Committee process and 3-year standardization cycle works: i.e. How the sausage is made"* and **Lauri Vasama:** *"Transforming decompiled C using MLIR at rev.ng"* \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Schedule:** 17:00 Doors 18:00 Introduction by the hosts & sponsors 18:10 "Overview of standardization in SFS" by SFS Finnish Standards 18:30 Talk by Ville Voutilainen 19:30 Break 19:45 Talk by Lauri Vasama 20:45 Closing remarks 21:00 End As usual, we are planning to go to a nearby restaurant/pub after the meetup to continue socialising and networking.

Welcome to our new photography group! This is an ongoing gathering for **Through Our Lens**, an ongoing empowerment photography and community storytelling workshop at MIITTI, Lapinlahden Lähde. These sessions are **for those who are considering joining the regular weekly group.** You’ll always have space to ask questions and decide whether you’d like to participate. **: About commitment :** This is a process-based workshop series that builds over time. While life situations can change, we ask participants to join with the intention of attending sessions regularly and taking part in the shared group process. The quality of the workshops depends on mutual presence, respect, and continuity within the group. **:Through Our Lens:** Through Our Lens is a community-focused photography series combining empowerment photography, identity exploration, and creative storytelling. Using only everyday mobile phones, participants learn to notice, capture, and express their personal experiences through images. The project aims to: * Create meaningful social connections. * Strengthen cross-cultural understanding * Support integration through shared creative expression * Empower migrants and refugees to tell their own stories * Build community through participatory arts practices Grounded in the principles of empowerment photography, the project centres participants as authors of their own narratives. Through workshops, storytelling exercises, and a community exhibition, participants reflect on their daily life, belonging, hopes, roots, identities, and experiences of belonging. Finally, with the help of reflective sharing circles, and a small exhibition, participants share these themes with other participants and to the public. **: WHEN**: The group have begin with meetings on 10th of February and continue until mid-March. In between the meetings, there will be individual work based on the prompts presented during the groups. Registration is mandatory. **: WHERE**: Tallipääty, MIITTI office Lapinlahden Lähde [Lapinlahdenpolku 8](https://maps.app.goo.gl/SdMzAv5HUF3m1DZw9) 00180 Helsinki (How to find us: When entering through the gates of the courtyard of the yellow main building of Lapinlahden Lähde, the door to MIITTI's office is the first one on your left-hand side.) **: IMPORTANT**: Spots are limited to ensure a comfortable group size, make sure to reserve yours! If you want to be part of the MIITTI community, follow us on our other platforms: IG: instagram.com/miitti1 Facebook: facebook.com/miitti1 Web: [lapinlahdenlahde.fi/projekti/miitti](http://lapinlahdenlahde.fi/projekti/miitti?fbclid=IwZXh0bgNhZW0CMTAAc3J0YwZhcHBfaWQQMjIyMDM5MTc4ODIwMDg5MgABHhI0e3d8NmFca7kUBAFd9PUP6MdZ7AumWmL2yGzH_AVqec6SiRsQ__bgi9VG_aem_2jRCWxk-Ojz9kLnu83nexQ) Whatsapp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community!

(SWE nedan) This is a language café for anyone who wants to practice their Swedish through discussion in a laid-back environment. Swedish Language Café takes place every Tuesday at Luckan, and the programme is adapted according to the participants’ needs and wishes. Swedish Language Café is organised in collaboration with Kvinnliga Akademiker i Helsingfors. The Swedish Language Café meets at Luckan, Georgsgatan 27 / Yrjönkatu 27 every Tuesday at 17:30-19:00. There is no need to sign up in advance. For more information: integration@luckan.fi SWE Swedish Language Café är ett språkkafé som är öppet för alla som vill öva svenska via diskussioner i en avslappnad miljö. Språkkaféet hålls varje tisdag och programmet anpassas enligt deltagarnas behov och önskemål. Språkkafét ordnas i samarbete med Kvinnliga Akademiker i Helsingfors. Språkkafét hålls på Luckan, Georgsgatan 27 klockan 17:30-19:00. Förhandsanmälan krävs ej. För mera information kontakta integration@luckan.fi

Welcome to HelSec March meetup! This event is powered by **Locotech** and **Palo Alto Networks**. We are excited to invite you to join us for a community evening filled with great talks, engaging discussions, and good company on **Thursday, March 12th**. We are thrilled to have two fantastic speakers lined up for the event: **Shawkot Hossain** and **Markus Hölsä**! Tickets for the event can be booked on our ticketing site **Registration is done through HelSec ticketing system** [here](https://helsec.fi/events/). **HelSec members have received member-registration link by e-mail.** **Registration opens on Thursday 26.2 at 13:00.** If you get a ticket but your plans change, please remember to cancel it so that someone on the waitlist can grab your spot. **Schedule (approximate)** 17:30 - Doors open 18:00 - Word by HelSec 18:10 - Shawkot Hossain - Securing the Software Supply Chain: The Role of SBOM in Modern Development 19:00 - Q&A, networking 19:45 - Markus Hölsä - EU’s active war against data-privacy 20:30 - Q&A, networking 22:00 - Event ends **Speaker bio** **Shawkot Hossain** is an aspiring Product Security Engineer based in Helsinki who is passionate about application and offensive security. He completed his master’s thesis on software supply chain security and is intrigued by its relevance in modern software development practices. In his free time, he loves baking and exploring bug bounty programs. Shawkot is an avid reader who enjoys books spanning application security, self-development, and philosophy. **Markus Hölsä** is a Kotka made cybersecurity expert and host of the Turvaverkko podcast, dedicated to making digital safety understandable for everyone. Specializing in CaaS and AI threats, Markus is also a prominent information security activist who has been scrutinizing EU legislation—specifically Chat Control—since 2022.

**Zure hosts our in-person meetup on the 11th of March. The location is Zure's office at Kaivokatu 8 B.** **Agenda:** \- Susi Laitinen\, Zure: Best Practises for using all the AI Features in Fabric\. \- Hemanth Gudela: Implementing RAG in Microsoft Fabric \- Current state of Fabric\. Common discussion where we are and what is the next most important thing missing\. If you want to speak in future sessions and have a topic, please do get in touch with either Vesa Tikkanen, Oskari Heikkinen, Heini Ilmarinen or Aleksi Partanen.

Here’s an opportunity to learn Swedish over a good cup of coffee or tea ☕😋🇦🇹 for free! The events are free and there is always a native speaker to facilitate the conversation and to help find the right words. In addition, we offer free (yes, free) coffee, tea, and biscuits to participants! På svenska, men på olika sätt Att prata med folk på café kan vara både nöje och utmaning. Hos oss serverar vi kaffe med mycket glädje och inspiration. Tillsammans lyssnar, pratar, läser, berättar eller skriver vi nyfiket och glatt oavsett om du har den finlandssvenska kulturen redan i blodet eller vill bekanta dig med den. Vi erbjuder deltagarna gratis kaffe eller te med lite tilltugg. When? ⏰ Usually Thursdays at 16:00 Where? 📍 In a cozy Viennese café: The Good Coffee Company, Eerikinkatu 33, Helsinki Välkommen! **The Good Coffee Company** **A Taste of Vienna 🇦🇹** Eerikinkatu 33, 00180 Helsinki Please visit our Facebook Page for updates and changes: **[https://www.facebook.com/TheGoodCoffeeCompany/events](https://www.facebook.com/TheGoodCoffeeCompany/events)**

Achieving Business Agility is much harder and elusive than most people realise. With a predominant focus on agility at team level, most of the Agile implementations often miss the enablement of agility at the whole organisation level. It could be argued that businesses don't even have an agreed definition of what Business Agility is. During this session, the participants will start by exploring some of the characteristics and elements that enable agility in Business. Then, based on our collective experience, we will assess how present those characteristics are in Finnish businesses. Timings of the event: * 17:00 - 17:30 - Arrival & Networking * 17:30 - 19:00 - Workshop * 19:00 - 19:30 - Closing & Networking This session will be facilitated by Eliska Cejpova, Jose Casal and Juhani Tapaninen (ordered by our shoe sizes) :-)

Tervetuloa mukaan Microsoft Security User Groupin (MSUGFI) tapahtumaan! Tapahtuma järjestetään Arrow ECS:n tiloissa Stella Business Parkissa live-tapahtumana. Tule mukaan osallistumaan, kuulemaan, oppimaan ja verkostoitumaan rentoon iltaan. Tapahtuma on tarkoitettu kaikille Microsoft-tietoturvasta kiinnostuneille. **\*HUOM\* Tarvitsemme jokaisen osallistujan etu- ja sukunimen tiloihin sisäänpääsyä varten. Täytäthän ilmoittautumislomakkeeseen koko nimesi varmistaaksesi sisäänpääsyn!** **Ohjelma:** * 16:30: Ilmoittautuminen ja vapaata minglausta * 17:00: Tervetulosanat (MSUG aktiivit) * 17:10: Tervetulosanat (Arrow) * 17:20: Asiantuntijapuheenvuoro: Entra Private Access - VPN-purkit roskiin ja ZTNA tulille (Arimo Perosvuo, Arrow) * 18:00: Tauko * 18:30: Asiantuntijapuheenvuoro: Suunniteltu infra-tiimille, rakennettu kehittäjille: Azure Networking for devs (Joni Nieminen, Not Bad Security) * 19:15: Loppusanat, vapaata minglausta * \~19:30: Tilaisuus päättyy

Welcome along to our March meetup, kindly hosted by [UpCloud](https://upcloud.com/)! Pizza and soft drinks will be served! You have to RSVP for the event to join. If you can't make it, please update your RSVP promptly so another Python enthusiast from the waiting list can take your spot. Photos of the event may be shown on different digital channels of HelPy and our host. Please also share your own photos! **Location: UpCloud - Aleksanterinkatu 15b 7th floor, 00100 Helsinki** **Schedule:** * 17:00- Doors open * 17:30 - Welcoming words * 17:40 - [Ivan Ignatev](https://www.linkedin.com/in/ivanignatev): MCP above and beyond * 18:10 - Break * 18:20 - HelPy Quiz * 18:30 - [Pawel Piwosz](https://www.linkedin.com/in/pawelpiwosz/): UpCloud, Docker and FastMCP. How to build reliable MCP Server in minutes. * 19:00 - End of programme * 19:15 - Let's start moving to a nearby bar to continue Python discussions **Talks** [Ivan Ignatev](https://www.linkedin.com/in/ivanignatev): MCP above and beyond [Pawel Piwosz](https://www.linkedin.com/in/pawelpiwosz/): UpCloud, Docker and FastMCP. How to build reliable MCP Server in minutes. *MCP Servers took the world by storm almost overnight. In this hands-on talk we go through all elements needed for a functional application. We will build it using UpCloud as the infrastructure layer, Docker as orchestration, using the MCP Toolkit and Docker Model Runner. And finally, the Python library FastMCP. Join me and see how easy it is to build AI applications with the right tools!*

Zurihac shirts, or other Haskell events paraphernalia mark the spot! :D You're invited to Haskell Office Hours, a laid-back meetup where you can ask questions, get help setting up the Haskell toolchain, or just hang out with fellow Haskellers. This meetup is geared for newcomers, but experts are also welcome to show up and join in the knowledge-sharing. This meetup will occur every second week and RSVP is preferred. Meetup starts at 19:00 and runs until 20:00. For more coordination, join our [Newcomers Matrix room!](https://matrix.to/#/!wnXpJkwWACgSBBzwDh:matrix.org?via=chreekat.net&via=matrix.org&via=rauhala.info) Happy Haskelling!

**Agenda:** * 6-6:30 pm: Networking and food/drinks * 6:30-7:15 pm: Announcements and presentation * 7:15 pm-7:30 pm: Q&A and close-out **Hacking the Stack: Using OpenSearch Dashboards as an Application Framework** Most developers treat OpenSearch Dashboards (OSD) strictly as a visualization layer—a place for charts and graphs. They are missing the bigger picture. OSD is a powerful, untapped environment for full-stack application development. In this session, we peel back the architecture of **an enterprise-grade risk, compliance, and security platform built entirely *on top of* OSD**. We moved beyond simple plugins and pushed OSD to its limits to create a seamless, interactive application experience. Join us for a deep dive into the engineering reality of the OpenSearch stack, including: * **The Analysis:** Why the OpenSearch stack beat out the competition. * **The Build,** **Beyond Visualization:** How to implement custom React components to build complex workflows and interactive UIs within OSD. * **The Integrations:** Integrating Wazuh for agent management and ingesting data at scale. * **The “Gotchas”:** Honest, real-world lessons on data handling, state management, and what to look out for. **If you are ready to push your plugins from “reporting tools” to “robust software,” do not miss this session!**

RSVP here: **[https://reg.experiences.redhat.com/flow/redhat/3558153/redhatfieldeventspreregnoappform/page/landingregistrationpage?sc_cid=](https://reg.experiences.redhat.com/flow/redhat/3558153/redhatfieldeventspreregnoappform/page/landingregistrationpage?sc_cid=)[RHCTN1260000475092](https://reg.experiences.redhat.com/flow/redhat/3558153/redhatfieldeventspreregnoappform/page/landingregistrationpage?sc_cid=RHCTN1260000475092)** Is configuration drift silently killing your stability? Join us for the next Red Hat User Group (RHUG) event in Washington D.C. and discover the future of IT infrastructure management with Red Hat Enterprise Linux (RHEL) 10 Image Mode. This isn't just another operating system update—it's a new paradigm. You’ll learn how to treat your entire OS as a versioned, container-native artifact, bringing the speed and control of DevOps to your foundational layer. **Event Highlights:** * Deep Dive: Deploying and maintaining a truly immutable, compliant operating system. * Expert Insight: How to use familiar container-native tools to build bootable RHEL images. * Networking: Connect with peers, Linux administrators, security engineers, and infrastructure architects. Don't miss this opportunity to transform your IT services. Date: Wednesday, March 26, 2026 Time: 12:00 PM – 3:00 PM EST Location: Red Hat Tysons Corner, McLean, VA Secure your spot today and get ready to eliminate operational "noise" for good. We look forward to seeing you there! Your RHUG Team

**Agenda :** * 4.45 to 5.00 PM ET: Food and Networking * 5.00 to 5.50 PM ET: "Data Science & Machine Learning with Microsoft Fabric" Hello Everyone! Please join us for our March 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:** Data Science & Machine Learning with Microsoft Fabric **Description:** Explore Microsoft Fabric’s integrated Data Science experience across ideation, preprocessing, modeling, & deployment. Learn how to ingest and prepare data via OneLake and Lakehouse, leverage Notebooks, Data Wrangler, Spark, SynapseML, MLflow for experimentation, & operationalize predictions with batch scoring and Power BI direct integration. Also, learn to build generative AI Q&A systems using Fabric Data Agents. **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!!!!

## **1 Million Cups Loudoun – March 11th Business Presentation** **Featuring Q Studio** **Wednesday \| 9:00 AM – 10:00 AM** **Venture X Loudoun** Join us for an engaging and forward-thinking presentation as we welcome **Q Studio** to the 1 Million Cups Loudoun stage. *** ## **About the Business** Q Studio operates on the belief that **peak mental performance** is a state of optimal functioning — where individuals intentionally control their thoughts, understand their emotions, and respond with clarity and wisdom to opportunities and challenges. Through science-backed **Mind Skills**, Q Studio helps individuals strengthen focus, resilience, emotional regulation, and performance. Their digital platform, the **MyQStudio app**, provides unlimited access to micro-learning courses, personalized assessments, practical techniques, habit-building tools, progress tracking, and a supportive member community — all designed to build sustainable mental excellence. Beyond individual development, Q Studio partners with organizations to help teams integrate Mind Skills into everyday work. With customizable tools, reporting, and expert guidance, companies gain insight into how developing Mind Skills as a core competency drives engagement and performance at every level. *** ## **Target Markets** Q Studio serves: * Organizations seeking workforce upskilling * HR and talent development leaders * Corporate teams focused on engagement and performance * Businesses looking to strengthen leadership and team resilience *** ## **Current Business Focus & Barrier** As Q Studio continues to expand, they are seeking feedback around: * Hiring strategic personnel * Expanding market reach * Scaling sustainably * Strengthening positioning in B2B markets Insight from leaders who have scaled teams, grown SaaS or app-based platforms, or expanded into new markets would be especially valuable. *** ## **Why Attend?** * Learn how mental performance directly impacts workforce success * Offer insight to a growing, innovation-driven company * Connect with business leaders focused on growth and development * Be part of a collaborative, solutions-oriented conversation **About 1 Million Cups** 1 Million Cups is a national program that brings entrepreneurs and communities together to learn, connect, and grow through presentations and discussion. Loudoun’s chapter meets on the 2nd and 4th Wednesdays each month. Join us for coffee, connection, and a powerful conversation about unlocking peak performance in individuals and organizations. We look forward to seeing you there.

This existensive 2 and a half hour workshop will give you a real viable working knowledge of vedic palm reading and it's practical application. The instructor Darren Bucare has been formally trained in Ayurvedic Palmistry and has 26 years of professional experience. Amaze your friends!

## **1 Million Cups Loudoun – Resource Presentation** **Why Not Today? Build Systems That Support Your Growth** **Presented by Leslie Kane, Founder of Why Not Today?** **Wednesday March 25th \| 9:00 AM – 10:00 AM** **Venture X Loudoun** Join us for a powerful resource presentation designed to help entrepreneurs move from scattered effort to sustainable momentum. *** ## **About the Session** Entrepreneurs rarely struggle because they lack ideas. They struggle because everything lives in their head. In this session, **Leslie Kane**, founder of **Why Not Today?**, will explore how developing intentional systems creates clarity, focus, and forward progress in business. Drawing from decades of leadership experience and working with hundreds of entrepreneurs, Leslie shares how structure reduces overwhelm, simplifies decision-making, and transforms inconsistent action into repeatable success. If you’re building a business and constantly feeling stretched thin, this conversation will challenge you to ask a powerful question: **Why not today?** *** ## **What You’ll Gain** * Insight into why systems are critical for growth * Practical perspective on turning ideas into structured action * A framework for reducing overwhelm * A mindset shift from reactive to intentional leadership This is not about adding more to your plate — it’s about building the foundation that allows your business to grow without burning you out. *** ## **About 1 Million Cups** 1 Million Cups is a national program that brings entrepreneurs and communities together to learn, connect, and grow through conversation and collaboration. Loudoun’s chapter meets on the 2nd and 4th Wednesdays each month. Join us for coffee, connection, and a conversation that may completely change how you approach your business growth.

Attendance is $35 (cash, credit/debit card, or ApplePay - paid at the door), which includes water/soda/coffee, bread, choice of a plated lunch entrée, and a dessert assortment. Parking is also validated in the Reston Station garages (3 hours of validation). Join one of Northern Virginia's most successful business networking groups (part of BNI). Open to the public and is typically attended by business owners, business developers, and entrepreneurs. Meetings are typically attended by 30-40 members and guests. \*\*\*PLEASE RSVP here: [REGISTER HERE](https://square.link/u/0WvC6Eir) \*\*\*If you do not register on the BNI website, there may not be a seat available for you.