Data Protection

**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/)

Hello sporty population! Let's gather around and play some football together with people from around the world! IMPORTANT! Spots are limited, so make sure you reserver yours! If you are not registered on the list, you will be kindly asked to leave; this is to ensure fair access for everyone! We will play indoors at Playbox in Vantaa on Tuesday evenings from 18.00-19.00 Age limit: 16+ You can come directly inside the hall or meet us at the entrance a bit before 18.00. MIITTI welcomes everyone to its events regardless of background or gender. You don't have to have any skills at all to come and play with us, and if you do, please come and coach us! WHERE: Playbox Vetokuja 1 01610 Vantaa Warm welcome! If you want to be part of the MIITTI community, follow us on our other platforms: 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!

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!

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

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

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.

**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!**

**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.

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.

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 to Sketchy Collective!** A relaxed and social drawing group for anyone who enjoys sketching — or just wants to give it a try. \*\*\* We meet **every Sunday at 15:00** in **Oodi Library**. \*\*\* **HOW TO FIND US** We meet on the **top floor of Oodi Library**, on the stairs **opposite** the children’s area. It's a good idea to **keep your sketchbook visible** so others can easily recognize that you're there for the sketching meetup. And if you’re a regular participant, making it clear that you're part of the sketching group can be very helpful for newcomers! \*\*\* **HOW IT WORKS** At each meetup, attendees take turns being the model for a quick **10-minute sketch session**. One person poses, everyone else sketches, then we rotate. \*\*\* **WHAT TO BRING** Pencils and paper (or any sketching tools you like). No fees, no pressure. The only thing we ask is that everyone takes a turn posing for the group. You can sit however you feel comfortable — the 10 minutes go by quickly! Draw as much as you like, skip a round if you’re tired or just want to chat, and leave whenever it suits you. The event continues as long as there’s interest. \*\*\* **STAYING CONNECTED** Due to issues with spam and advertising, the group has decided that **only people who have attended at least one meetup will be accepted into the WhatsApp group**. To be added, please ask other participants at the meetup — a few members have permission to approve new people, and at least one of them will likely be present. \*\*\* **SOCIAL MEDIA** If you’d like to share your drawings from the meetup, you can send them via message on Facebook or Instagram, or use the Instagram collab function. We warmly encourage everyone to share their work and take part in building our international sketching gallery — together with artists from all the cities where Sketchy Collective meetups are organized.

Welcome to Food Without Borders! Come and experience tastes from around the world in Merirasti's community kitchen with Katja Meriläinen! **IMPORTANT**: Participation is free, but space is limited! Please make sure to reserve a spot! Food and cooking in general is on of the oldest and universal ways of uniting people. Community kitchen in MeriRasti is an easy environment and great place to connect with people of different cultures. Let’s cook Mediterranean style dishes together! **Menu of the day is**: baba ganoush (grilled eggplant), some hummus, baked beans, chickpea soup and something sweet for desert! No previous cooking experience needed, just open mind and willingness to cook. You are welcome to bring your lunch boxes to take some food with you after we eat and share what is left. WHEN & WHERE: Sunday 15th of March At 14.00-18.30 Kulttuuritila Merirasti, Jaluspolku 3 00980 Helsinki If you have questions about the workshop, feel free to contact Katja: +358404123242 About the facilitator: Katja Meriläinen is a professional Food and Beverage specialist and graduate of Haaga-Helia University of Applied Science, Hospitality, Tourism and Experience manager. She has 10 years of experience in the field, in restaurant, catering business and nowadays working for Helsinki city, cooking for 260 schoolchildren in Vuosaari. 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! IG: [instagram.com/miitti1](http://instagram.com/miitti1) Facebook: [facebook.com/miitti1](http://facebook.com/miitti1) Web: [lapinlahdenlahde.fi/en/projekti/miitti/](http://lapinlahdenlahde.fi/en/projekti/miitti/)

Warm welcome to MIITTI's Wellbeing for Women! Join us weekly in Kulttuuritila Merirasti for different activities that support your mental and physical wellbeing, while giving you opportunity to connect with others. **IMPORTANT**: Spots are limited, so please make sure to reserve yours! Wellbeing for women means honouring your body, mind, and emotions with compassion and care. These wellbeing sessions will nurture and support your relationships, and make space for rest and growth, because true wellbeing empowers you to live confidently, authentically and in balance with your own needs. WHEN & WHERE: Fridays at 10-12 Friday 6th of March we will begin with introductions and building connection and trust with each other. Kulttuuritila Merirasti Jaluspolku 3 00980 Helsinki Warm welcome! If you want to be part of the MIITTI community, follow us on our other platforms: 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! [Instagram](https://www.instagram.com/miitti1) [Facebook](https://www.facebook.com/miitti1) [Website](https://lapinlahdenlahde.fi/en/projekti/miitti)

All are welcome! We meet at Lapinlahti’s sauna, and the run begins promptly at 6:00 PM. **Please arrive early to get ready.** • There is a changing room, a few lockers, and a bathroom available. • We will run from the sauna to the Sibelius Monument and back — a total distance of 6–6.5 km. • The sauna house will be locked while we are out running. After the run, we will swim, hang out, and enjoy the sauna until 8:00 PM. * We kindly ask everyone to leave by 8:00 PM. * **To enable fair participation, if you are no longer able to join, please cancel 3 hours in advance so individuals on the waitlist may attend.** **Hosted by: Nia & Olli** Contact: Nia – +358 408223934 **HOW TO FIND US:** When arriving at the main gates of Lapinlahden Lähde, turn right and head towards the water. Lapinlahti's sauna is located halfway between the yellow main building and the red Venetsia building We want everyone to feel welcome and safe. **By participating, you agree to:** • Respect others – Be mindful of personal boundaries, privacy, and consent. • Listen actively – Give space for all voices and avoid dominating conversations. • Use inclusive language – Avoid offensive, discriminatory, or exclusionary remarks. • Be considerate in the sauna – Some people may prefer quiet or need space. • Address issues kindly – If a problem arises, bring it up respectfully or with the hosts. Tervetuloa Run to Saunaan! Tapaamme Lapinlahden saunalla ja lähdemme juoksemaan noin kello 18.00. Tulethan ajoissa! • Käytössä on pukuhuone, lokeroita ja vessat. • Juoksemme saunalta Sibelius-monumentille ja takaisin. Kokonaismatka on noin 6-6,5 km. • Sauna on lukossa juoksun ajan. Juoksun jälkeen saunomme, uimme ja vietämme aikaa yhdessä kello 20.00 saakka. Kello 20.00 jälkeen meidän täytyy poistua. Tapahtuman järjestävät: Nia ja Olli Voit soittaa Nialle: +358 408223934 MITEN MEIDÄT LÖYTÄÄ: Kun saavut Lapinlahden Lähteen pääporteille, käänny oikealle kohti merta. Lapinlahden sauna on keltaisen päärakennuksen ja punaisen Venetsia-rakennuksen puolivälissä. Haluamme, että kaikilla on turvallinen olo. Run to Sauna -tapahtumissa noudatamme seuraavia periaatteita: • Kunnioitamme toistemme rajoja ja yksityisyyttä. • Annamme kaikille tilaa osallistua keskusteluun. • Puhumme kaikista ihmisistä ja ihmisryhmistä kunnioittavasti. • Olemme ystävällisiä toisillemme. • Ongelmatapauksissa voit kääntyä ohjaajien puoleen. **MIITTI’s Principles for safer space:** MIITTI wants to nourish a safe and pleasant environment for everyone, where everyone can feel safe as themselves. By joining as a volunteer, employee or participant of the event or activity, you agree to follow the guidelines below *Non-discrimination* I do not make assumptions about people based on their external characteristics or names. I treat all participants with respect, and I don’t use language or take actions that discriminate based on race, gender, sexuality, disability, age, religion, or any other characteristic. I respect pronouns and names. *Boundaries* I respect others' personal space and boundaries, both physical and mental. I acknowledge that I cannot know someone else's boundaries without asking first. I ask before touching. I listen to others and adapt my behavior if someone indicates that my behavior makes them feel uncomfortable. *Creating Safe Environment* Everyone is responsible for contributing to a safe and respectful environment. If I witness harassment, I do my part to support those who experience inappropriate or offensive treatment. *Zero Tolerance for Harassment* Our space upholds a strict zero-tolerance policy towards any form of harassment. Harassment, whether verbal, physical, or online, will not be tolerated. If you experience or witness inappropriate behavior or harassment at our events, please report it to the MIITTI or Lapinlahden Lähde staff. If you want to be part of the MIITTI community, follow us on our other platforms: IG: [instagram.com/miitti1](http://instagram.com/miitti1) Facebook: [facebook.com/miitti1](http://facebook.com/miitti1) Web: [lapinlahdenlahde.fi/projekti/miitti](http://lapinlahdenlahde.fi/projekti/miitti) 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!

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Meet in the Maple Grove Picnic area. If trail conditions are poor, we will use the Multipurpose Path.

**Details:** This talk reviews the fundamental academic research literature in financial economics, distilling key findings with rigor while debunking suboptimal investing decisions. It draws on decades of empirical research and statistical analysis with the aim of guiding how to think about sound investing. **Audience Takeaway:** Attendees will gain a practical, research-based approach to assessing investments, interpreting risk, and making choices that support long-term financial independence, informed by decades of published financial studies. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/87434065239?pwd=mK8gkDO6FTL2NBCXrgnViDwVJU14YT.1 Meeting ID: 874 3406 5239 Passcode: 826532 **Sponsor:** **[Tegus by AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **Tegus by AlphaSense's Overview:** Tegus by AlphaSense is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to the most challenging questions they face to help them make better informed decisions. We are an end-to-end investment intelligence and research platform that modernizes the research processes. With an ecosystem that combines at-cost, on-demand expert calls with a 55K+ transcript library; quantitative financial workflows that streamline research across company disclosures, management presentations, earnings calls and filings; and 4K+ fully-drivable financial models and company benchmarking data, including every KPI and comparison that matters, Tegus by AlphaSense enables investors to move faster, gather deep research and surface high-quality insights to drive better decisions. The company serves customers worldwide, including investment analysts, portfolio managers and key decision makers across public and private businesses in markets of all sizes. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Mar 18. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

🌱 Vegan Dinner + Bowling Night 🎳 Join us for a relaxed vegan dinner at Loving Hut on Saturday, March 14 from 6:00–8:00 PM. We’ll enjoy delicious plant-based food, good conversation, and chill, friendly vibes. After dinner, we’ll head over for bowling at Holiday Lanes for some fun and laughs 🎉 ✨ All are welcome 🥗 100% vegan dinner 🎳 Bowling afterwards (optional) Come eat, connect, and enjoy a fun Saturday night together 💚 Locations: Loving Hut 6569 E Livingston Ave Reynoldsburg, OH 43068 Holiday lanes 4589 E Broad St Columbus, OH 43213