Data Literacy

Welcome to the meetup Women & Non-binaries in QA! The event offers a supportive and safe space for women, non-binary people, and anyone in IT who does not identify as a man. The aim is to build community, share practical knowledge, and **deep dive to quality assurance**. It is also a place for open conversations about IT work and improving inclusion in the industry. The purpose of the event is to have a sociable evening and our first theme is **Test Automation and AI.** You’ll meet Meri Alho (Test Automation Developer) and Virpi Tuohisto (Head of Test Automation & AI) from VALA and Caroline Liu Chang (AI advisor, Design Principal for Data & AI) from Siili. Meri and Virpi will introduce you to the world of Test Automation and how you can utilize AI in it, and Caroline will talk about the AI powered software development process. Whether you’re already working with test automation and AI looking for new ideas or completely new to these themes - this event is for you! Anyone interested in networking with like minded people, learning about test automation and AI, and hearing career stories from professionals in the field is welcome. **Host and venue** This meetup will be hosted by VALA at their Erottaja office. Your hosts from VALA will be Anni Paro and Maria Lavemäki. This event will be held in English. VALA’s office, Erottajankatu 11 B, 3rd floor, 00130 Helsinki. You’ll find the entrance on the courtyard. At the door, you’ll find a door buzzer labeled “VALA”. Unfortunately VALA office is partially inaccessible. For more detailed information about accessibility, practical matters or need of assistance, please contact Anni (+358503247484) or Maria (+358503058503). **Event Program** 16.30 Doors open, refreshments, food and mingling 17.00 Opening words from the organizers 17.15 1st presentation + Q&A 18.00 Break 18.30 2nd presentation + Q&A 19.00 Mingling 20.00 Venue closes **How we meet / Our Approach** During this event, we’ll follow the safer space guidelines, which you can find below: * be respectful * avoid assumptions * give space to others * take accountability and have an open mind * intervene These guidelines will be presented more detailed at the event. Also, please respect the host and arrive on time. If you are unable to attend, remember to update your RSVP so that people on the waitlist can join instead. **How to enroll?** Click "Attend" in Meetup and answer the questions to register. If the event is full, no worries! We recommend joining the queue, as cancellations may still occur on the day of the event.

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!

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!

Språkcaféet är en öppen diskussionsgrupp för dig som är intresserad av att öva svenska. Välkommen till Oodi för att samtala på svenska, dricka te, lära känna nya människor och utveckla dina språkkunskaper. Tröskeln är låg alla är välkomna till språkcaféet. Vi träffas på andra våningen i grupprum 7. Språkcaféet ordnas i samarbete med Föreningen Luckan. NÄR? Varje onsdag från 28 januari till 1 juli 2026, kl. 17.30–19.00 VAR? Tölöviksgatan 4 / Helsingfors centrumbibliotek Oodi Grupprum 7, våning 2 HUR? Gratis, men antalet platser är begränsattill 20 personer – säkra din plats i tid. Läs mer här: [https://helmet.finna.fi/FeedContent/LinkedEvents?id=helsinki:agilmfuur4](https://helmet.finna.fi/FeedContent/LinkedEvents?id=helsinki%3Aagilmfuur4&fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEyOXJVem4wcG9zTFNnWkZhb3NydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7oA9f7wT-vg1TTAOolBX-DIa5v2kNy3WWYaRoGIQ61b0FwKnNRIpM8iS_SNA_aem_3IiwBU4uC18LCxtcZztCzQ) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- The Language Café is an open discussion group for people interested in practicing Swedish. Come to Ode to discuss in Swedish, drink tea, get to know new people and practice your language skills. We have a low threshold, everyone is welcome to the language café and we meet on the second floor in group room 7. The language café is organised in cooperation with Föreningen Luckan. WHEN? Every Wednesday starting 28th Jan - 1st July 2026 from 17.30-19.00 WHERE? Tölöviksgatan 4 / Helsinki Central Library Oodi, Group room 7, second floor HOW? Free, however, the space is limited to 20 people so make sure to grab a seat. Read more here: [https://helmet.finna.fi/FeedContent/LinkedEvents?id=helsinki:agilmfuur4](https://helmet.finna.fi/FeedContent/LinkedEvents?id=helsinki%3Aagilmfuur4&fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEyOXJVem4wcG9zTFNnWkZhb3NydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR5tA7X3DwdnHkLD_aFYiMP70HkHr0Sb51r5vMwwTnCaNWoZQI38y7VBcXHTqQ_aem_ankM-3hEAv-lqwS8R76POA)

Opitaan suomea ja arabiaa sekä kohdataan kahvikupposen äärellä! Kielenvaihtokulmassa opit tandem-menetelmällä arabiaa sitä äidinkielenään puhuvalta ja itse opetat samalla suomea, molemmat opettavat toisilleen. Tule kielenvaihtokulmaan jakamaan osaamistasi! Location: Maunula talo Metsäpurontie 4 00630 Helsinki Tervetuloa mukaan silloin kun sinulle sopii! 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 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!

We all know how rewarding it is to organize meetups. But we also know how hard it is sometimes. Finding sponsors, venues, speakers, budgets… We at UpCloud cherish communities and some of us are meetup organizers too! Let’s join our forces together and meet in Organizer’s meetup on 25th of February 2026! No marketing, no sales, no pitches. Just we, the organizers. What is your struggle? What UpCloud can offer you? How can we work together? How to build the “community of communities”? We will discuss all of this over beverages and snacks! Join us in our office: Location: UpCloud office, Aleksanterinkatu 15 B, 7th floor, 00100 Helsinki **The event is invite-only for meetup organizers! If you are interested to join us, let us know!** Together we will create Helsinki’s Developers Knowledge Hub and be a vital part of it!

PyData Helsinki is grateful to be hosted by RELEX this February. This time the event has a data engineering theme with talks suitable for various experience levels. **Schedule:** 17:30 Doors open 18:00 PyData Helsinki intro 18:05 Relex intro 18:20 **Refactoring bespoke integrations with dlt** by [Juuso Montonen](https://www.linkedin.com/in/juuso-montonen-7127ab20/) 18:50 **How indexes work in relational databases** by [Stanislav Bashkyrtsev](https://www.linkedin.com/in/stasbashkyrtsev/) 19:20 Break 19:50 PyData Helsinki Quiz 20:00 **⚡️ You could use DuckDB** by [Miikka Koskinen](https://miikka.me/) 20:15 **⚡️ Zero to Pipeline: When Data Connectors Just Work** by [Olusola Akinsulere](https://www.linkedin.com/in/akinsulereolusola/) 20:30 End of programme, move to suitable pub If you can't come in person, catch the stream at [https://www.twitch.tv/pydatahelsinki](https://www.twitch.tv/pydatahelsinki).

---- Fully booked! --- (please RSVP to the waiting list) We have a date and time now confirmed! Agenda: * Supercell presentation: How Supercell Uses Databricks and AI to Automate Compliance Workflows. (Amin Javidan, Senior Data Engineer at Supercell, Sinan Sakaoglu, Senior Software Engineer at Netlight) *Learn about Supercell’s compliance strategy and operating model, and how their AI-powered PII Hunter solution, built on Databricks, helps them automate compliance* * Neon co-founder, Heikki Linnakangas: Neon to Lakebase journey through Vantaa * Food & Drinks and networking Venue Full -- Sold out!

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)**

PLEASE SIGN UP HERE: [https://luma.com/sets1ldo](https://luma.com/sets1ldo) Welcome to the VTC (Vietnamese Tech Community) TechTalk at our Zalando Helsinki Tech Hub in Kamppi! **TechTalk EP8: Modern Cloud Architectures — Hyperscale Cloud, Bare Metal Cloud & Edge Computing** ☁️🏗️⚡ ​Where does your workload belong? In the world of modern infrastructure, the "Cloud" is no longer a single destination. It's a spectrum of performance, cost, and control. ​Join us for TechTalk EP8 as we navigate the three pillars of the modern stack: * ​**Hyperscale Cloud:** For massive ecosystems and flexibility. * ​**Bare Metal Cloud:** For raw power and predictable costs. * ​**Edge Computing:** For ultra-low latency and global scale. We have 3 talks lined up for the evening: \- Cloudflare Workers by [Benjamin Bui](https://www.google.com/url?q=https://www.linkedin.com/in/binh/&sa=D&source=calendar&ust=1771972656039967&usg=AOvVaw12jMnjE2VqYsrY9HMoQyfg) \- Hyperscale Cloud vs Bare Metal Cloud by [Tri Hoang](https://www.google.com/url?q=https://www.linkedin.com/in/tri-hoang-24b104150/&sa=D&source=calendar&ust=1771972656039967&usg=AOvVaw0JggQaqkN8uVWNYv9Elxkw) Welcome! PLEASE SIGN UP HERE: [https://luma.com/sets1ldo](https://luma.com/sets1ldo)

**Welcome to Azure and Friends February meetup at [Black Belt Consulting](https://blackbelts.fi/) in Helsinki! This time we are gathering at the other side of PItkäsilta in Hakaniemi, just a short metro ride from the Central Railway Station.** Save the date and join us to spend some time with likeminded people and to listen interesting presentations about Azure. Event will be held in **English**. **We have a no-show policy:** In accordance with our [code-of-conduct](https://www.azureandfriends.com/code-of-conduct), if you are not able to participate and do not cancel, you will not be allowed to participate in upcoming events for the **next six months**. **Waitlisting:** If the event is full, please join the waitlist as seats usually free up closer to the event date. Organizers will also remind attendees to review their RSVP status couple days before event. **Photos, Live streaming and Social Media:** Please notice that we reserve rights to takes photos of the event and speakers and publish them in our social media channels. Some events might be recorded or live streamed. If you wish not to be in photos or recordings, please contact one of the organizers at the event. **LinkedIn:** Consider following **[Azure and Friends](https://www.linkedin.com/company/azure-and-friends/)** at LinkedIn **Event agenda:** 16:45-17:15 - Doors open and food 17:15-17:25 - Azure and Friends Intro 17:25-17:35 - Welcome words by **Black Belts** 17:35-18:10 - **Multi-agent Orchestration patterns in Agent Framework** by **Pasi Huuhka (Zure)** 18:10-18:20 - Break 18:20-19:00 - **TBA** by **Oskari Heikkinen (Datablink**) 19:00-21.00 --> Networking

PADEL WITH MIITTI 🎾 IMPORTANT: Spots are extremely limited, and you only get to play if you are registered on the list of attendees! If you have reserved a spot, but cannot attend after all, please cancel your spot as soon as you can so that someone on the waitlist gets to attend instead! Want to try something new or keep improving your padel game? Join our weekly MIITTI Padel Sessions. Whether you’ve never played before or already enjoy the game, everyone is welcome to come along, no matter your level. We have two courts reserved next to each other (courts 1+3), and we’ll alternate between them so everyone gets a chance to play and meet different people. ⏰ WHEN: Saturday 28th of February at 14.00–15.00 📍WHERE: Arena Center Myllypuro, Alakiventie 2, 00900 Helsinki 🎒 **Equipment**: Bring your own racket or rent one from the hall for 8€. Participation is free, but spots are limited, so again, please make sure to reserve your place. Come play, meet new people, and enjoy a relaxed and friendly Saturday afternoon together. If you want to be part of the MIITTI community, follow us on our other platforms: IG: [instagram.com/miitti1](http://instagram.com/miitti1) FB: [facebook.com/miitti1](http://facebook.com/miitti1) Web: [lapinlahdenlahde.fi/en/projekti/miitti/](http://lapinlahdenlahde.fi/en/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!

This is a relaxed, friendly gardening club where we grow things together and take care of a shared space. We’ll start indoors, planning the garden as a group and sowing seeds, then move outdoors as soon as the ground is warm enough. Everyone is welcome, whether you know loads about gardening or you’re completely new to it. The only commitment we ask is that you join us once a week for our shared gardening time, when we garden together, decide what to harvest, and what needs cleaning up or changing. Outside of that, you’re free to drop by whenever you like to water, potter about, or simply enjoy being in the garden. Gardening is a lovely way of being together without pressure. We can chat if we feel like it, or be quiet if that’s what the day calls for. It’s good for mental wellbeing, a chance to be side by side, connected through taking care of living things and watching them grow.

**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)

The March Ohio North Database Training user group meeting will be held on **March 3rd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### **Data Cleansing using Data Bricks** Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

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**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

Some trained COUNT volunteers work together once a month at RMH (http://www.rmhc-centralohio.org/volunteer.php) as Housewarmers (usually on the 1st Sunday from 1 – 5 PM). Some schedule other shifts at their convenience. You may try this out with less fuss by following a "Fast track" or go through the normal process. Fast track • Arrange a time to shadow a COUNT volunteer. Call Dave Nohle at 614-268-9558 (cell). • Show up and try it out. • Complete application, etc. later. Normal process • Complete an online application (http://rmhc-centralohio.org/volunteer/). • Attend orientation in advance. • At orientation you will complete forms agreeing to keep family/patient info private and allowing a background check and tour the facility. • Complete one training shift. Daily shifts are: morning 9 AM - 1 PM, afternoon 1 - 5 PM and evening 5 - 9 PM. • Schedule shifts online using the on the RMH scheduling system (http://www.volgistics.com/ex/portal.dll/?FROM=32895). The Ronald McDonald House (RMH) provides housing and meals for families with sick children. The Columbus RMH is the largest in the world with 137 rooms. COUNT has been volunteering there since May 2014. Housewarmers work with RMH guests to provide a home-like environment - greet, assist with family needs, answer phones, give tours, assist with checkin/checkout, prepare guest rooms after checkout, clean facility, laundry, restock supplies and staff the front desk. RMH Housewarmers volunteer at least one four-hour shift a month. All Housewarmers must complete an application and agree to a background check before they can be full fledged volunteers.

Excited to share that AWS Cloud Club's first meeting will take place on Thursday, February 26th at 5pm - 6pm! We’re collaborating with [Big Data & Analytics Association](https://www.linkedin.com/company/big-data-analytics-association/) to host [Alok Jha](https://www.linkedin.com/in/alok-jha-42abb928/), Head of Product Management for AWS Intelligent Application Protection at Amazon Web Services, for a tech talk + Q&A on his journey in leading cutting-edge innovation in industry. If you’re interested in cloud, cybersecurity, AI, or product management, this is a session you won’t want to miss. Make sure to join our Meetup and GroupMe to stay up to date for future events and collabs!