Python

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](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](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)

"The best time and place to start dancing salsa or improve your level" Salsa beginner class >>>>19h00-20h00 Salsa intermediate class >>>>20h-21h30 Free practice (social) >>>>21h30 \[Where\]: Atelier Gansbeek \- Rue du grand hospice 7\, 1000 Bruxelles [Registration]: Confirm your attendance in this event or send me a message here or via email urieldances@gmail.com [Fees]\*: 10€ = 1 class 45€ = 5 classes 80€ = 10 classes \*Students get a special discount [What to expect]: Salsa lessons for beginners and intermediates Meet new people (locals and expats) Nice and cosy place Fun and friendly atmosphere Practice after the class

**Cinema Palace : Mariinka** 04/05 @ 19h00 Le Palace vous invite à une projection spéciale de MARIINKA, un film de Pieter-Jan De Pue. La séance sera suivie d'une rencontre avec le réalisateur. [Cinema Palace](https://www.cinema-palace.be/fr/evenements/special-event-mariinka) **For Dreamers, Coffee shots, Orezza, eau de Saint-Georges !**

**Tango Classes Every Monday at Tangobar El Lunes!** Embark on a tango journey with our weekly classes guided by passionate and experienced instructors, Sandrina Dh and Daniele Galiazzo. * **Beginners Class (18:00-19:10):** Perfect for those intrigued by tango and eager to take their first steps into this beautiful dance form. * **Intermediate & Advanced Class (19:20-20:30):** Ideal for dancers seeking to perfect their movements, embellishments, and learn new sequences to enhance their dance. *Important:* Always arrive 10 minutes in advance for registration. *Pricing:* * Single lesson: €15 * 10 lessons (membership card\*): €125 (valid for 3 months), with a €10 discount on your next pass purchase (must be prior to the expiration of your current pass). Feel free to share this invitation with anyone interested in the authentic tango experience, Tango Rioplatense! See you in class on Monday night! *\*\*\*Join us at Tango Bar El Lunes, located at Dublin 13, 1050 Bruxelles.For more information, please contact us at info@detangosetrata.com or* *WhatsApp Sandrina +32 473 503405* *We look forward to seeing you at our Monday night milonga and tango classes!*

Drinking & Networking in Brussels. For newcomers, temporary in town - couch surfers and regulars to meet & socialize. What a better day to start the week than drinking & socializing starting on Monday evening?

INFLUENCAIR - INFLUENCAIR - INFLUENCAIR Afhankelijk van de interesse vergaderen vandaag over: 1. De opgewaardeerde luchtkwaliteit display (fijnstof), nu met web-interface, met opvolging voor 32 locaties met elk 4 sensoren, met interface naar project Telraam (verkeerstellingen). Dit is eigen ontwikkeling van InfluencAir, en suggesties voor aanpassingen & verbeteringen zijn mogelijk. De source van de software is public domain (GNU GPL V3) en is gepubliceerd op Github (displayPM_32x4) 2. Er kunnen in deze sessie stand-alone displays van 53cm lang worden gebouwd. Het materiaal daarvoor wordt ter beschikking gesteld voor een bijdrage van 40 euro per display. 3. Een doorontwikkeling van deze display resulteerde recent in een kleine LCD display voor gebruik thuis, met dezelfde mogelijkheden. Deze LCD display zal ook kunnen worden gebouwd, en het materiaal daarvoor wordt ter beschikking gesteld voor een bijdrage van 20 euro per display. 4. Natuurlijk kan je ook een (gebouwde & geteste) fijnstofmeter met SDS011 en BME280 meenemen uit deze sessie. De prijs hiervoor is 45 euro. 5. Dit is ook een voorbereidende vergadering over de DNMS: de achtergrond geluidsmeter van het Sensor.Community project. Indien hier interesse voor is, kan dit in groep worden gestart. Gelieve mij vooraf een bericht te sturen indien de DNMS je ding is !!! 6. Idem voor een fijnstofmeter rond de SEN55, i.p.v. de SDS011. De voordelen van zo'n meter zijn dat naast de PM2,5/PM10 en Temperatuur/Vochtigheid/Luchtdruk ook nog de PM1/PM4 en de VOS/NOx waarden worden gemeten. Ook hier vooraf een bericht sturen indien dit je interesse opwekt. 7. Mensen die een Mosquitto server willen opzetten, gekoppeld aan een database, voor opslag en uitlezen van de metingen van de nieuwe meter beschreven in punt 6 zijn ook altijd welkom ! Ook hier vooraf een bericht, a.u.b. Breng je laptop mee.

**Now that Claude Code is writing our software, what are you doing with all that free time?** Here's an idea: come spend it with us at the next Belgium NLP Meetup! Our next event will take us back to **BeCentral**, Brussels' prime digital campus, where we're hosted by our friends at Campfire AI. Go ahead and schedule that long Claude job for the evening of **May 5th**. Doors open at 7pm for pizza, talks are planned between 7.30pm and 9pm, and after that there's more time for networking and drinks. The first two talks of the evening are already confirmed. The final presentation will be added in the coming weeks. **Small, specialized, agentic – One Year of Fine-tuning Local Vision LLMs.** *Adriaan Lemmens & Ilia Breitburg (Klassif.AI)* Local LLMs are getting better each year. The smaller the model, the more impressive. While the big labs' closed models still win as generalists, we've been working on fine-tuning our own specialist for enterprise document processing on top of an open-weights base, adapted for use in our custom agent harness and for visual layout reasoning. Recent iterations come within spitting distance of much larger models at a fraction of the size and token usage. In this talk, we share why and how we did it, as well as what it means for how we build efficient agentic systems at Klassif.ai even with hosted models. **Why NLP is More Alive Than Ever in the Age of LLMs.** *Tomas Staelens & Jean-Charles Nadé (Campfire AI)* The hype surrounding Generative AI has led many to believe that traditional NLP is a thing of the past, but the reality on the ground is different. In this talk, Tomas and Charly dive into why "just prompting it" often fails in enterprise environments where cost and ROI are non-negotiable. They will showcase the synergy between NLP and LLMs and argue that the future belongs to a hybrid architecture. Finally, they will share practical patterns for using NLP as a guardrail and optimizer for AI workflows. **Building AI‑native agentic extraction for commercial leases: the grown‑up path** *Frederik Durant (Reavant)* The art of agentic engineering is transforming the software development life cycle at an unprecedented pace. In this new arms race, AI engineers, software architects, and DevOps practitioners are expected to deliver 10x the impact without compromising quality or accountability. In this talk, Frederik will candidly describe his human experience so far navigating this professional identity shift. Additionally, he will show how his company Reavant built an agentic extraction system for complex tenancy documents, and what this taught him about going truly AI‑native.

Run a smartphone company by planning production, pricing, expansion, and research. Pricing decisions affect turn order and sales, forcing you to predict opponents’ moves. A tight economic game where planning ahead and reading the market is everything. [How to Play](https://youtu.be/OKYnLjdf0gA?si=RPlvSg8DK8uMTBDS) [BGG](https://boardgamegeek.com/boardgame/246684/smartphone-inc) [Rulebook](https://www.arcanewonders.com/eu/wp-content/uploads/sites/6/2024/06/smartphone-rules-eng-2019.pdf) Everyone is welcome! No previous experience or game knowledge needed — I’ll explain all the rules before we start.

Dear all, We’re turning 3… and we’re celebrating in style! 🎉✨ Brussels Sprouts wouldn’t be what it is without each and every one of you. Thank you for making this community so vibrant, warm, and full of life. To mark this special moment, we’re bringing together our amazing members and new friends for a night of great energy, connections, and celebration. Expect good vibes, inspiring people, and a lot of fun 🥂 Come celebrate with us, reconnect with familiar faces, and meet new ones along the way. Let’s make it a night to remember! Cheers 🌈 Yifei

Copain Cochon – le Banquet printanier 🌿 : Édition du 9 mai Après le succès des précédentes éditions, Copain Cochon revient le 9 mai pour une nouvelle soirée banquet comme tu n’en as jamais vécue. Le concept est simple : réunir 6 copains autour d’une table 🍽️, partager un bon repas, boire un verre 🍷 et profiter d’une soirée festive dans un lieu hors du commun ✨ ⸻ Plus qu’un simple repas 🎉 Copain Cochon, ce n’est pas seulement un dîner. Nous avons prévu quelques animations et une ambiance de feu 🔥 pour prolonger la soirée après le repas. Et pour ceux qui veulent continuer la fête, une afterparty est prévue au bar Plein Publiek 🪩 En présentant votre réservation Copain Cochon, vous bénéficiez de 5€ de réduction sur l’entrée. Entre amis, en famille ou entre collègues, l’idée reste la même : se retrouver, partager un bon moment et faire la fête. ⸻ Informations pratiques 📍 📅 Date : 9 mai ⏰ Horaire : 17h00 – 00h00 📍 Lieu : Av. de la Couronne 227, 1050 Bruxelles 💶 Prix : 49€ par personne (entrée, plat, dessert) RESERVATIONS : https://www.partyfinder.com/fr/event/15723 ENGLISH Copain Cochon – Spring Banquet 🌿 \| May 9th Edition After the success of previous editions, Copain Cochon returns on May 9th for a banquet-style evening like you’ve never experienced before. The concept is simple: gather 6 friends around a table 🍽️, share a great meal, enjoy a few drinks 🍷 and spend a festive evening in a unique venue ✨ ⸻ More than just dinner 🎉 Copain Cochon is not just about food. We’ve planned entertainment and a lively atmosphere 🔥 to keep the night going after dinner. And for those who want to continue the party, an afterparty will take place at Plein Publiek 🪩 By showing your Copain Cochon reservation, you’ll get €5 off the entrance ticket. Whether you come with friends, family or colleagues, the idea is simple: get together, enjoy the moment and celebrate. ⸻ Practical Information 📍 📅 Date: May 9 ⏰ Time: 17:00 – 00:00 📍 Location: Av. de la Couronne 227, 1050 Brussels 💶 Price: €49 per person (starter, main course, dessert) BOOKING : https://www.partyfinder.com/fr/event/15723

**PLEASE READ THE ATTENDANCE POLICY (below) IF IT'S YOUR FIRST TIME** **SUNDAY COFFEE & JAPANESE CONVERSATION** 日曜日のコーヒー＆日本語会話 Our "Japanese/English Conversation Exchange" offers you a unique opportunity to immerse yourself in the world of Japanese culture and language, all while helping native Japanese members to learn their target language. 私たちの「日本語/英語会話交流」は、日本の文化と言語の世界に没頭しながら、ネイティブの日本人メンバーが英語、フランス語、またはオランダ語を学ぶのを手助けするユニークな機会を提供します。 **Date: /** 日付：**(almost) every Sunday** **Time: /** 時間：**from 4.00 pm to 6.00 pm** **Location: /** 場所：**Cafe Caberdouche - Place de la Liberté 8, 1000 Bruxelles** **Venue Note: /** 会場の注意：**The manager of the cafe kindly accepted us to book a table on a regular basis. To thank him for his kindness, please order AT LEAST ONE DRINK**. カフェのマネージャーが親切にも私たちに定期的にテーブルを予約することを承諾してくださいました。その親切に感謝の意を示すために、少なくとも1杯のドリンクを注文してください。 **Location Assistance: /** 場所の案内：**If you can't find us, ask one of the waiters. They know where we are :) You can also send us a message.** 私たちを見つけられない場合は、ウェイターの一人に尋ねてください。彼らは私たちがどこにいるか知っています :) メッセージも送っていただけます。 **Event Agenda: /** イベントのアジェンダ： * **4:00 PM - 6:00 PM: JAPANESE CONVERSATION** \- Join us for the Japanese conversation and cultural exploration\. Beginners are welcome / 日本語会話 \- 最初の30分は日本語の会話と文化探求に充てられています。初心者も聞くだけでも歓迎です。30分後に参加しても構いません。多言語交換 \- ベルギーの多様性を体験し、ネイティブの日本人メンバーが英語、フランス語、またはオランダ語を学びたいと熱心に待っています。さまざまな言語で異文化交流の会話に参加しましょう。私たちの日本の友人にベルギーの文化、伝統、生活を紹介しましょう。 * **6:00 PM: EVENT CONCLUSION** \- Please respect the event's start and end times to maximize your language exchange opportunities\. Your participation and enthusiasm are appreciated\! イベントの終了 \- イベントの開始時間と終了時間を尊重して、言語交換の機会を最大限に活用してください。参加と熱意に感謝します！ **Attendance Policy: --->** 以下の日本語 * We're excited to have you join our events and appreciate your commitment to learning and growing together. To ensure a productive and enjoyable experience for all participants, please take note of our attendance policy: 1. **Punctuality:** Please arrive on time for scheduled events. Late arrivals can disrupt the flow of the event and may miss important information. 2. **Language Commitment:** If you sign up for language-specific sessions, such as Japanese conversation or language exchange, we kindly request your commitment to actively participate in that language for the designated duration. 3. **Respect:** Treat fellow participants, organizers, and cafe staff with respect and courtesy. Harassment or disruptive behavior will not be tolerated. 4. **Removal Policy:** A participant who is not respectful towards other members will be removed from the group and blocked, with no warning. This point is not negotiable. 5. **Cancellation:** If you are unable to attend an event you've registered for, please let us know as soon as possible. This helps us plan accordingly and allows others to take your place if there's a waitlist. 6. **No-Show Policy:** Three no-shows (failing to attend without prior notice) may result in restrictions on event registration to ensure fairness to other participants. By attending our events, you agree to adhere to these guidelines. We aim to create a welcoming and inclusive environment where everyone can learn and connect. Thank you for being part of our community! **出席ポリシー：** 私たちは、イベントに参加していただけることを楽しみにしており、皆さんが一緒に学び成長することに取り組んでいただけることを感謝しています。すべての参加者が生産的で楽しい経験をするために、出席ポリシーにご留意ください： 1. 時間厳守：予定されたイベントには時間通りにお越しください。遅刻はイベントの流れを乱し、重要な情報を見逃す可能性があります。日本語のみのセッションは午後4時、全言語のセッションは午後4時30分開始です。 2. 言語へのコミットメント：日本語会話や言語交換など、特定の言語のセッションに登録された場合は、その言語での積極的な参加をお願いします。 3. 尊重：他の参加者、主催者、カフェのスタッフには敬意と礼儀をもって接してください。嫌がらせや迷惑行為は許容されません。 4. 退場ポリシー：他のメンバーに対して敬意を持たない参加者は、警告なしにグループから削除され、ブロックされます。このポイントは交渉の余地がありません。 5. キャンセル：登録したイベントに参加できない場合は、できるだけ早くお知らせください。これにより、他の人があなたの代わりを取ることができます。 6. ノーショーポリシー：事前の通知なしに3回のノーショー（欠席）がある場合は、他の参加者に公平になるようイベントの登録に制限がかかる場合があります。 私たちのイベントに参加することで、これらのガイドラインに従うことに同意するものとします。私たちはみなさんが学び、つながることができるように歓迎される包括的な環境を作り出すことを目指しています。コミュニティの一部としてご参加いただき、ありがとうございます！ **Note: Please stay tuned to our event page for updates and schedule changes. We can't wait to see you there and exchange languages, cultures, and stories!** 備考：更新やスケジュールの変更については、イベントページをご覧ください。そこで皆さんにお会いして、言語や文化、物語を交換できるのを楽しみにしています！

🇬🇧 EN 🇬🇧 🔥 SALSA CUBANA CLASSES ARE BACK 🔥 We are delighted to see you again for the start of the 2025/26 academic year 👉 Find all the needed information on our website : **[https://danzamania.be/](https://danzamania.be/horaires/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExUjNGU3gzRWdsUFlWMGJMQgEeCHgiKV40mum5hOp5szt0Lxx3U-5DyHO_wR_ZJekcr_m7EFRdpcRthKRV9EU_aem_W6hFXCri8O6Kd9el-RIuIQ)** ✅ PROGRAMME ✅ 👉 TUESDAY 16/09 7:00-8:00 pm - Salsa Level 1A @ Salle Oxygène - Angie, Octavia & Raffa 8:15-9:15 pm - Salsa Niveau 1B\* @ Salle Ste Suzanne - Tine & Sam 8:00-9:00 pm - Salsa Cubana Level 2 @ Salle Oxygène - Angie, Octavia & Raffa \*The Level 1B course is the same as the Level 1A course. It will be taught by Tine & Samuel and starts at 8.15 p.m. It allows those who wish to arrive one hour later and have a group of about 10 people. 👉 WEDNESDAY 17/09 7:00-7:30 pm - Body Expression @ Salle Oxygène - Yusnay, Tine & Raffa 7:30-8:30 pm - Salsa Level 3 @ Salle Oxygène - Yusnay, Tine & Raffa 8:30-9:30 pm - Salsa Level 4 @ Salle Oxygène - Yusnay, Tine & Raffa 👉 THURSDAY 18/09 8:00-9:00 pm - Cuban Salsa Partnerwork - Level 1 + @ Studio Empain - Zoli 9:00-10:00 pm - Cuban Salsa Partnerwork - Level 2 + @ Studio Empain - Zoli 👉 FRIDAY 19/09 8:30-9:30 pm - Rueda de Casino @ Vibrato - Team Danza Mania 9:30-12:30 am - Practica & Entertainment with DJ Joel 💃 Dale Mambo🕺

Hi there sprouts 😊🌱 As a Rrroaaaaring Saturday afternoon activity, we propose a guided visit to the ‘Dinosaur Museum’ 🦖 (Museum of Natural History) in Brussels on the **9th** of **May**. You will receive a tour around the permanent collections of the museum where we will take a journey through different prehistoric times. This tour will focus on the impressive dinosaurs 🦕 and other amazing fossil highlights that are on display in the museum. Depending on the mood and vibe, we can also include a special tour around the other exhibits, focusing on queer animals in the natural world 🌈. So bring along your walking shoes and prepare your best dinosaur-related questions for this trip. Everyone is welcome to join but to keep it fun for everyone, places are restricted to 20 people max. PRACTICAL INFO: **Make sure to only subscribe if you can attend the event**. As usual we ask for a **5 EUR fee** for this activity ***on top of the entrance fee of the museum (to be payed at the museum entrance individually)***. or a 40 EUR membership fee for multiple activities throughout the year. Drinks on the square Jourdan after the visit are also part of the planning (but not obligatory ofcourse). Kindly complete your registration before signing up. Thank you! Fees can be payed to: Yifei Yang BE12363234512492 Communication: your name+ DINO EVENT

**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). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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 Central OH Python at centralohpython@gmail.com

**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). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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 Central OH Python at centralohpython@gmail.com

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 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 speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 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 speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

**Talk Description** For most of Python's history, the predominant option for documentation has been Sphinx and reStructuredText. However, a majority of other ecosystems have adopted Markdown. There are historical reasons for reStructuredText being a better choice, however, Markdown is now up to the task. In this talk, you'll learn why Markdown is a better option for your project's documentation. You'll be introduced to MkDocs, a static site generator built around Markdown content, and a series of associated plugins and extensions that you need to bring Sphinx-like capabilities to Markdown documentation. You'll hear a case study of migrating multiple large, existing Sphinx-based documentation bases to Markdown, including the tools used for automating the process. You'll learn how you can engage the community to assist with the effort. Finally, you'll learn why it's worth the effort to make a change of this magnitude. **Agenda:** 7:00pm - Opening announcements 7:10pm - Switching from Sphinx to Markdown 7:50pm - Q&A

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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