Applied Statistics

19h: Doors open at STUK. 19h30, talks: * **Thomas Verelst,** *Staff ML Engineer at* *Axelera.AI,* Accelerating Neural Networks; From INT8 to Flash Attention. - Low‑precision quantization in combination with efficient operator implementations allow to accelerate neural‑network inference, while lowering the power usage. * **Douw Marx,** *Research Engineer at EquiStamp*. Does your LLM care about the same things you do? RLHF, reward models and mild AI-safety marketing. * **Maarten Trekels**, *Data Scientist and Project coordinator DiSSCo Flanders at Plantentuin Meise*. From opportunistic observations to big data: making sense out of biodiversity records 21h: Drinks at STUKcafé. 🎤 We’re always on the look-out for interesting speakers and topics. Submit your talk here: https://sessionize.com/data-science-leuven

Socializing and Networking 🛜🆕 at PLUX on Thursday. Making new friends and drinking 🚰🎈🎉🚿🌊. Everybody Welocme, locals, expats or new 🆕 in town.

Atelier de réparation de vêtements, viens avec tes propres vêtements pour apprendre à les réparer ! Par exemple, une tirette à remplacer, un trou, une tâche, un pantalon trop grand ou trop petit, et si c'était le moment de leur donner une deuxième seconde ? L'atelier est accessible aux débutantes mais si tu peux suivre une initiation couture avant c'est mieux !

Claddagh Toastmasters HELPS You improve your public speaking and leadership skills and make in-person friends in Brussels, Belgium & in Europe!!! You are invited to Claddagh Toastmasters; guests are most welcome and bring a friend if you wish. Admission Free. You need also to register by email, as seats are limited. See email registration details below. Welcome coffee at 6.45 pm. Meeting starts at 7pm sharp. You ring the Claddagh designated bell to gain entry. We meet on the ground floor. Making and meeting friends is still a challenge for many in Brussels, use your voice to make new friends at Claddagh Toastmasters and at the same time grow your confidence to speak before a ' live audience'! You are invited to the next meeting of Claddagh Toastmasters of Brussel. The days are getting shorter with longer dark evenings, and work loads remain with all their challenges highlight the need for greater leadership and communication skills. Claddagh Toastmasters helps you to acquire Leadership Skills and Public Speaking Skills’ Claddagh Toastmasters also HELPS You to make friends in Brussels, Belgium, in Europe and via its world wide network of 270,000 members in over 14,000 clubs that meet in 150 countries. Toastmasters were founded in 1924 year in California. Toastmaster's founder, Ralph Smedley wrote in 1955, ''while most of us have entered Toastmasters to learn to make speeches, that benefit is the beginning of the good which may come to us, and the good that we do for mankind''. Claddagh Toastmasters helps you to develop your skills in public speaking, planning, leadership training, and managing your time. They aim is to provide a fun and social environment in which to practice your skills. You are invited to Claddagh Toastmasters; guests are most welcome and bring a friend if you wish. Admission Free. You need also to register by email, as seats are limited. See email registration details below. Welcome coffee at 6.45 pm. Meeting starts at 7pm sharp. You ring the Claddagh designated bell to gain entry. We meet on the ground floor. Please note our venue: The Mug -Schuman Co-working & Meeting Rooms Centre, Rue Charles Martel 8, Brussels 1000, (Near Schuman & Maelbeek Metro stops) Known as ´The Mug´. It is one minute´s walk from the Meeting Point Pub & restaurant on Rue Taciturne) https://www.themug.be/ CLADDAGH ENGLISH/IRISH TOASTMASTERS CLUB OF BRUSSELS TOASTMASTER AN CHLADAIGH – CLUB DÁTHEANGACH NA BRUISÉILE Please let them know you are coming by reserving your place to claddagh.toastmasters(at)gmail.com. Too many Meetup members are reserving scarce seats and not turning up. From now on we need a double confirm registration by email to guarantee your seat. You are most welcome to join us as a guest at no cost to see how the club works. Guests will be be asked for a short introduction at the start of the meeting and for their feedback at the end of the meeting. During the meeting there is a coffee break where you can network and discuss the training programme with members. Come and experience it for yourself! The ultimate objective of the meeting is to emphasise how communication and planning can play an important role in the home and workplace and how Toastmasters is an ideal organisation to serve all generations to help you plan and enjoy an active life. Last thing (finally !!!): the first part of the meeting will be held as usual with Table Topics and impromptu speeches and second part consists of prepared speeches given by members in accordance with set objectives followed by evaluations to improve .There is no obligation for guests to speak unless they agree to do so. Afterwards guests can decide if you want to become a member or come back again for a second meeting as a guest. Claddagh Toastmaster Members will be able to participate in a new international educational programme tailor made to the needs of the member with the following options. Where else would you get an innovative training programme like this in Brussels?? 1. Presentation Mastery 2. Dynamic Leadership 3. Persuasive Influence 4. Motivational Strategies 5. Engaging Humour 6. Visionary Communication. and much more.... email: claddagh.toastmasters(at)gmail.com, to confirm your place. Claddagh Toastmasters meet at the Mug Co-working & Meeting Rooms Centre, Rue Charles Martel 8, Brussels 1000, on the first and third Thursday of the month. Welcome coffee at 6.45 pm. Meeting starts at 7pm sharp. You ring the Claddagh designated bell to gain entry. We meet on the ground floor. Then it is optional to go after meeting to a local pub with covered terrace for a social and networking drink. http://www.toastmasters.org

Fleet: The Dice Game, a roll and write game, takes place over 10 rounds with each round having two phases, the Boat Phase and the Town Phase. In the boat phase, the active player rolls players plus one boat dice. In turn order, each player selects one die to use immediately. By selecting a boat die, they get to check off the matching boat type on their sheet - unlocking license powers and boat launches to catch fish. The die that remains after all players have selected is then used by all players. In the town phase, you roll town dice equal to players plus one boat die. Again, in turn order each player selects one die to use immediately. In the town phase, you unlock special buildings in the Wharf that grant bonuses, awesome ships in the harbor to earn points and catch more fish, or go to the market and gain income to generate bonus actions. The die that remains after all players have selected is then used by all players. Fishing occurs between phases in the even rounds and the player with the most points at game end wins! Complexity: Medium Light More info: https://boardgamegeek.com/boardgame/328326/fleet-the-dice-game-second-edition

EN (FR en bas): We're still accepting people in our classes. Join us!​ -step 1: Book here! -> [https://www.danceproject.be/reservations.html](https://www.danceproject.be/reservations.html) -step 2: Show up! Schedule: [Monday to Thursday](https://www.danceproject.be/classes.html#schedule) Fees : [All info on trials, packs, subscriptions here](https://www.danceproject.be/classes.html#fees) Locations: -Rue Brialmont 7, Brussels Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1: From base to the dancefloor! When you come for the first time we go over the base & rhythm with you. Then you are included in the group and everybody learns the same new steps for which you just need the base. Practice makes perfect: just relax and enjoy Salsa, Bachata, Lindy Hop and/or Forró! Our group is very welcoming and looking forward to meet new dancers! Salsa, Bachata, Lindy Hop, Forró Roots I - 2: Ready to go deeper on Salsa, Bachata, Lindy Hop &/or Forró? Let's go! [https://www.danceproject.be/classes.html#improvers](https://www.danceproject.be/classes.html#improvers) Salsa, Forró Roots II - 3: Looking for #SalsaChallenge? Already familiar with Forró Root? We've got your back! [https://www.danceproject.be/classes.html#intermediates](https://www.danceproject.be/classes.html#intermediates) More info: -Web: [https://www.danceproject.be](https://www.danceproject.be) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project) \-\-\-\-\- FR: Nous acceptons encore de nouvelles personnes dans nos cours. Rejoins-nous ! -1ère pas : Fait ta réservation ! -> [https://www.danceproject.be/reservation.html](https://www.danceproject.be/reservation.html) -2ème pas : Vient danser ! Horaire : [lundi à jeudi](https://www.danceproject.be/cours.html#horaire) Les prix : [Toutes les infos sur les essais, packs, abonnements ici](https://www.danceproject.be/cours.html#prix) Endroits : -Rue Brialmont 7, Bruxelles Metro/Tram: Botanique Salsa, Bachata, Lindy Hop, Forró Intro - 1 : De la base à la piste de danse ! Lorsque tu nous rejoins on voit la base et le rythme avec toi. Ensuite, tu es inclus dans le groupe et tout le monde apprend les mêmes pas pour lesquelles tu as juste besoin de la base. C'est en forgeant qu'on devient forgeron : détend-toi et profite la Salsa, de la Bachata, du Lindy Hop et/ou du Forró ! Notre groupe est très accueillant et a hâte de rencontrer de nouveaux danseurs ! Salsa, Bachata, Lindy Hop, Forró Roots I - 2 : Prêt à approfondir la Salsa, la Bachata, le Lindy Hop &/ou le Forró ? Allons-y! [https://www.danceproject.be/cours.html#inities](https://www.danceproject.be/cours.html#inities) Salsa, Forró Roots II - 3 : Tu cherches #DefiSalsa ? Tu connais déjà Forró Roots ? Nous sommes là pour toi ! [https://www.danceproject.be/cours.html#intermediaires](https://www.danceproject.be/cours.html#intermediaires) Plus d’info: -Web: [https://www.danceproject.be/fr.html](https://www.danceproject.be/fr.html) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project)

# 🔥💫 Meet & Move x F45 Brussels @ L’Hydrox Sport 💪✨ ⬇️ Scroll down for EN ### 🗓️ 2 Sessions d’Essai Exclusives Bienvenue à **Meet & Move** — le concept qui combine mouvement, énergie et rencontres inspirantes. Pour cette édition, nous t’invitons à découvrir **F45 Brussels**, au sein du centre **L’Hydrox Sport**, à travers **2 sessions d’essai exceptionnelles**. *** ## 🔥 Le concept Meet & Move Meet & Move, c’est : ✔️ Bouger ensemble ✔️ Se challenger dans un cadre motivant ✔️ Créer du lien autrement qu’autour d’un verre ✔️ Attirer une communauté active, positive et engagée Ici, on connecte par l’énergie. *** ## 💪 C’est quoi F45 ? F45 (Functional 45) est un entraînement fonctionnel en circuit de 45 minutes qui combine : * Cardio * Renforcement musculaire * Travail en équipe * Intensité adaptable à tous niveaux Encadré par des coachs professionnels dans une ambiance dynamique et bienveillante. *** ## 📍 Lieu F45 Brussels – L’Hydrox Sport (Adresse communiquée après confirmation) *** ## ⚠️ Infos pratiques * ⏱️ Arriver 15 minutes avant * 👟 Tenue de sport & chaussures adaptées * 💧 Bouteille d’eau recommandée * 🎟️ Places limitées Meet & Move, ce n’est pas juste un training. C’est une expérience. Prêt(e) à bouger et rencontrer autrement ? 💥 # 🔥💫 Meet & Move x F45 Brussels @ L’Hydrox Sport 💪✨ ### 🗓️ 2 Exclusive Trial Sessions Welcome to **Meet & Move** — a concept that blends movement, energy and meaningful connections. For this edition, we invite you to discover **F45 Brussels** at **L’Hydrox Sport** through **2 exclusive trial sessions**. *** ## 🔥 The Meet & Move Concept Meet & Move is about: ✔️ Moving together ✔️ Challenging yourself in a motivating environment ✔️ Connecting beyond the usual social setting ✔️ Building an active, positive and inspiring community Here, connection starts with energy. *** ## 💪 What is F45? F45 (Functional 45) is a 45-minute functional circuit workout combining: * Cardio * Strength training * Team-based exercises * Scalable intensity for all fitness levels All sessions are guided by professional coaches in a dynamic and supportive atmosphere. *** ## 📍 Location F45 Brussels – L’Hydrox Sport (Address shared after confirmation) *** ## ⚠️ Practical Information * ⏱️ Please arrive 15 minutes early * 👟 Sportswear & proper training shoes required * 💧 Bring a water bottle * 🎟️ Limited spots available Meet & Move is more than a workout. It’s an experience. Ready to move and connect differently? 💥

Hi everyone, This coffee morning event is @MIR Concept Coffee Store! Saturday, 21 February 2026, from 10:00 - 13:00. MIR opened its doors about 3 years ago, right off Place Jourdan. Doriana, the owner, is a super nice host, and is excited to have our group as her café. The café is very beautiful and has great coffee, andmany yummy food options. Their Instagram channel: https://www.instagram.com/mirconceptstore/ **The address is:** MIR Concept Coffee Store Rue Gray 4A 1040 Etterbeek *** 1. The **prime time** of the event is **10:30 - 12:30**. That's when most people will be there. 2. When you enter the gallery, it's either on the right-hand side or left-hand side of its hallway, depending which entrance you take. 3. If you intend **to join past 12:00** (high noon), then there is no need to register. Just come and join! 4. **DON'T forget to cancel** if you can't join! 5. **Please, be respectful towards each other during the event. (And after ;))** **As always, feel free to follow us on INSTAGRAM!** [https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==](https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==) **THE STRUCTURE of THE EVENT:** * I will post the event on Saturday/Sunday evening for the following Saturday. * I send out a reminder to everyone on Friday. * There is sometimes a waiting list. * In case RSVP is closed (once there are 10-15 people on the waiting list), I might reopen it on Friday, depending on the number of cancellations in the meantime. * **For everyone on the waiting,** please check your status and messages on Friday evening the latest. I message everyone on the waiting list on Friday. * **Please, move to "not going" AS SOON AS you know that you can't come anymore, that includes everyone who is on the waiting list.** **IMPORTANT:** * **Please, be respectful towards each other during the event. (And after ;))** * When you register yourself, be careful not to register accidentally a +1 guest (unless you bring a guest). It happens very often. * If you have any questions then, message me. *** **A MESSAGE FOR NEWCOMERS:** *In the three years of hosting this coffee group, I have met many people who struggle with anxieties when coming to an event for the first time. Sometimes, it took them more than one attempt before being able to join.* *Occasionally, people reach out to me before the event, and I have always been grateful for that as it offers the opportunity to communicate with each other and to find the best and most gentle way for that person to join the group.* *I would like to encourage everyone who struggles with this to contact me before. It would really be too bad if you can't join us, as it mostly gets better the second or third time you come.* *In addition to that, if you arrive and notice any signs of nervousness or fear, you can always let me know right then.* **THANK YOU AND SEE YOU ALL ON Saturday!**

This playful, welcoming workshop invites you to explore self-empowerment through the art of blackout poetry. Black Out Poetry, or erasure poetry, involves selectively covering words from a printed page to make a new composition. Using existing texts, you’ll uncover words and phrases that resonate with you, transforming ordinary pages into something personal and meaningful. In this workshop, we will examine ourselves and our views of the world, exploring how perspective and experience shape how we bring ourselves to the table. No writing experience needed—just curiosity. Along the way, you’ll slow down, tap into your inner voice, and connect with like-minded people in a relaxed, creative space where discovery and expression come first. Get ready to experiment, play, meet others and have fun. **::::Agenda::::** \- 18:00 Arrival & Welcome \- 18:30 Start of session
 \- 20:00 Closing followed with networking **::: Location:::** Kamilou, Rue Joseph II 36, 1000 Bruxelles (Upstairs) Our guest facilitator is **Maddie Corley**, a respected creative instructor with several years of experience as a songwriter, writer, educator, and artist, working directly as both teacher and learner. She is dedicated to using hands-on learning exercises to advance student growth, confidence, and skillsets. In addition to being student-focused, she is also organization driven, focusing on impact and longevity. An out-of-the-box thinker skilled in public speaking, presentation work, leading groups, and being adaptable to different environments.

Hello! This is a meet-up to play singles and doubles at Terdelt from 2 pm to 4 pm on Sunday. Meeting is at the courts. The courts are booked under the name Jean-Marc. This event is for intermediate and advanced players and not organised for novice players or beginners. Please make sure to bring the exact sum of 11 € in cash. The event is non-commercial. This sum covers the cost of the courts reserved. The organizer is not there to make money out of you. Ladies are encouraged to join. If anyone wants to drop out, they should do it on Saturday morning, not on Sunday the day of the meetup, another wise it would be too late to find a replacement in time or to cancel a court in time with reimbursement. If this happens too late then those who have cancelled after Saturday morning will have to cover the extra cost for reserving the courts. In the past meetups, it happened too many times that we were an oneven number and because of that all those present had less fun to play. If you don't show up without giving a written excuse, the first future participation will be cancelled. If it happens too many times you will not be able to participate anymore. In case if we are an uneven number of players, then the last player (except the host of course who has to collect the money) can leave or persuade other players to play with him or her. Of course if the last player leaves, then he or she doesn't have to pay the participation fee. If this player leaves, he or she will be added on a future event by the host or organizer in the participation list if the player is far away in the waiting list. This is the advantage of leaving on a voluntary basis;-). We operate on the principle of Fair Play as we do not have umpires or referees. Any disputes or disagreements over line calls or scores should be resolved immediately on the court and, when agreement is not possible, the point or game should be replayed. When one of the players still doesn't accept this compromise, then it should be reported (meetup message by preference) to the host of the tennis meetup event. One of the consequences could be that the first upcoming event could be cancelled by the organizer for the player who doesn't comply with the compromise to play the point or the game again. Whenever there is a big problem, it should be reported as well to the organizer of the group so he can, if necessary, take actions to improve the situation for all the players. Please also note that if you are the first on the waiting list, you will automatically be moved up to the attendance list if someone pulls out. So if you are on the waiting list and see that you cannot attend, please also change your status to not going. If you would like to organize a meet up either this week or next week please get in touch with me, my name is Jean-Marc. It will depend on your initiatives to create more tennis meetups per week.

Hi Runners, It’s that time of year again! The 20k of Brussels is on the horizon, and there’s no better way to prepare than by hitting the actual course. We are excited to announce our first official preview run of the season. This 15k session is designed to be a "steady and social" effort, allowing us to cover a significant portion of the route while keeping the atmosphere friendly and inclusive, we will hit the infamous Tervuren Avenue incline!! The Details: Meeting Point: Right in front of Cafe To Meli (close to Rond-point Schuman). Sunday, February 22nd at 09:30 AM. Logistics: A bag/jacket drop is available at the cafe, so you can run light and have dry clothes ready for afterward. After-Run: We’ll be grabbing a "cuppa" at the cafe post-run to warm up and chat strategy. This is a great chance to build your base mileage and meet fellow runners before the big day. No need to stress the pace—we're sticking to a comfortable 6:00-6:15 min/km. See you at Schuman! Best, The Brussels Runners Team

This Weekend Morning Coffee Meeting - Sunday Edition - will take place at Addies Stories, an Ethiopian Café with traditional Ethiopian coffee. 🗓 **Sunday, 22 February** ⏰ **from 10:30** 👥 **limited to 22 people - registration is obligatory** **This is an extract from the BUZZ from January 2026:** "Ethiopia is the country most often associated with coffee. Arabica grows in the wild, coffee is roasted at home and the coffee ceremony determines the rhythm of social life. The fact that coffee is so deeply anchored gives an extra dimension to the opening of Addis Stories, a place where it is more about real coffee than about fashion trends and trendy specialties." **https://www.bruzz.be/select/resto-bar/bij-addis-stories-draait-alles-om-pure-ethiopische-koffie-en-traditie-2026-01-24** **https://www.addisstories.com/** **Address:** **Addis Stories** **Rue du Vieux Marché 48** **1000 Brussels** This is one of our Sunday editions, which are usually meant to test new places outside our usual coffee locations. These editions are smaller and more experimental, and focus as much on the place and the neighbourhood as on the group itself. ### ### IMPORTANT Please **do not register if you are unsure you can come**. If you register and later realise you can’t make it, **cancel as soon as possible, latest on Saturday afternoon.** There is often a **waiting list**, and it’s only fair to give people on it a real chance to join. Thank you for being fair and respectful. If you’re **on the waiting list**, please **check your status on Saturday evening at the latest**. See you on Sunday ☕

Hi, Brussels Runners is also accessible as a club on Strava where you can sign up for the same events. ([Strava Event](https://www.strava.com/clubs/1211350/group_events/2021351)) Join us for our weekly Saturday run at 10 am at Bois de la Cambre ! We run 5 kms around Bois de la Cambre divided in one bigger lap of 3,5 kms and a smaller one of 1,5 kms. Both start and end at the Woodpecker so, if needed, you can stop there after the first lap. Our goal is to make running more accessible, for that, the pace is very beginner friendly which is around 06:30-07:00 min/km. Let's all have a drink after and chat at the Woodpecker of Bois de la Cambre. Excited to see you there, Rouge Run Club Acknowledgement of member responsibility and release of liability By signing up for this event, you agree to release the organizers from any responsibility and liability in all claims. As the participation is strictly voluntary and you freely choose to join, it is the responsibility of individuals participating to ensure that they are fit enough and have adequate coverage to protect themselves.

What's up Friends! 👋 
Ready for some bouldering fun? Boulder-what? 🤔 It’s climbing (FR: escalade, le bloc) up to 4.5m high without ropes—and in my case, without much hope! 😂✨ It’s a super fun indoor activity, but be warned: it does require a certain level of physical fitness and/or skill. Most importantly, though, it requires awesome company—which we’ve got! 😎
 The Idea: 📍 Meeting Point: For those arriving at 13:00, we’ll meet at the cafeteria (next to the billiards table). Feel free to start earlier or later—just drop me a message or write in the group chat so we can meet up. 💪 Stay & climb as long as you want - venue closes at midnight! 🥤 Recharge: If you’ve had enough climbing for the day (we usually do this after 2 hours of climbing), we may head back to the cafeteria (or to the rooftop if it's sunny🌤️) for snacks, drinks & games. Cafeteria closes at 22:00. Where: 📍Arkose: (Brussels Canal) Rue Willy de Bruyn Straat 52, 1000 Bruxelles, Belgique 🔗 https://arkose.com/

Fees: 🤑Entry fee without shoes: - 18 eur (first-timers 10€ with online promo activated) - reduced rates: students, minors, job seekers, firefighters, military (proof required) 👟 Shoe Rental: 5€ (if you don’t have your own) 🎫 10-session pass: 150€
 Good to Know: ✍️ First-timers need to create an account (takes 5min) - do it in advance and pay online to pay less and avoid wasting time onsite 💦 Hydration is key! Bring a water bottle. 🔐 Lockers available, but bring your own padlock. 🚿 Changing rooms & showers on-site. 👕 Wear comfy sports clothes—it gets intense! 🧴 Only liquid magnesium is allowed (for grip) - in reality most people use powder🤫 👟 Thinking of going regularly? Bouldering shoes are a great investment! (Decathlon: ~45-65€ per pair.)

⚠️ Safety First! Bouldering is fun, but safety comes first! Stay alert, know your limits, and don’t take unnecessary risks. Enjoy responsibly! 💪 
📢 Further details may be shared via the group chat or via DM 💬. Make sure to check your messages 👀 at least on the day before the event to avoid missing critical 🙄 announcements. 🐈‍⬛ The Friends Code:
👉Respect and positive vibes, if not 💥🥊
👉Can’t make it? Cancel or drop a message in the chat - helps running things smoothly! 👉 Don't show up if you are on the waiting list or show up at your own risk. 
See you at the walls folks😉

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

In this local meeting, you will discover knowledge that you can use to get over the past. The key to improving your personal motivation, self-confidence, and happiness is to get over your painful memories. When you become free of your past, you will be free from stress, anger, anxiety and depression. Studies show that negative emotions can affect your health. By being free of negative emotions, believe it or not, you will most likely even look younger, feel more energetic, and become healthier! Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is brought to you by the Dianetics and Scientology life improvement center.

**NEW LOCATION: Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: * 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. * 6:30 to 8:00 pm. Main meeting and presentation(s). See the handy Parking Map - we recommend street parking. [Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact centralohpython@gmail.com

Are you passionate about supporting other men on their mental health journey? We’re building a movement of virtual and in-person men’s groups across Ohio — and we’re looking for group leaders who want to make a real difference with us. As a group leader, you’ll create a safe space where men can connect, reflect, and grow together. Training and support are provided — you just need heart, presence, and a willingness to lead. **Apply now to lead a group in your area:** 👉 https://form.jotform.com/taketimespeakyourmind/sym-group-leader-application Speak Your Mind is a mental health non profit dedicated to bringing our community together to end the isolation that leads to mental struggle and suicide. Learn more about them here: https://linktr.ee/taketimespeakyourmind

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.

# The Ostrich Social #### 3408 Indianola Ave Dresden Stammtisch is a monthly social gathering for members and friends of Dresden Sister City, Inc. The event is free and open to the public. We speak German or English - it is largely up to you!

**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