Python Web Development

Hey! 😊 **Note:** This event is posted in lots of places, so more people join than just the RSVPs here. This is an **Online Speed Dating event via Zoom** ❤️ **Why participate:** A super easy way to meet your **new girlfriend / boyfriend!** No need to go up to anyone, **the host takes care of everything.** A simple way to meet **new friends.** **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/parisonline -** (if link doesn’t work - it means we sold out) 🕊️ **REFUND POLICY:** Just DM us 24h before the event for a full refund! 😊 ❗We usually sell out about **1 week** before! ❤️ **Why People Love Our Events:** ⚖️ **50/50 gender ratio guaranteed** , we always keep it even 😌 **Professional host included** , everything is handled for you on Zoom ☺️ **Relaxed, welcoming atmosphere** , no pressure, no awkward moments ⭐ **Friendly people** , everyone is kind and open 🏠 **Join from home** , easy and comfy 🧭 **HOW IT WORKS:** 🧭 You join a private Zoom link (emailed to you buy ticket) 🔗 You get a **5–6 min 1-on-1 video call** with every person ⏱️ We use breakout rooms , you move by yourself automatically No tricky tech , the host helps you the whole time At the end, you send your matches and get results. ❤️ 💌 **QUESTIONS?** Email us! We reply to everyone! **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/parisonline -** (if link doesn’t work - it means we sold out) 🕊️ **REFUND POLICY:** Just DM us 24h before the event for a full refund! 😊 ❗We usually sell out about **1 week** before! See you on Zoom! **😊**

Hey toi ! Viens profiter d’un moment unique de remise en forme et de détente avec sauna, hammam et jacuzzi. Pour se retrouver rapidement et avoir un rappel, merci de rejoindre un groupe whatsapp : 📲 WhatsApp (infos & rappels jour J) : [https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE](https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE) ( attention "discussion désactiver" pour éviter le spam) **A propos de l'activité :** L’alternance de chaleur sèche, vapeur et bain bouillonnant est idéale pour recharger tes batteries et te relaxer en profondeur avant de commencer une nouvelle semaine. On se retrouve en petit groupe, pour partager un moment de bien-être. L’activité est dans l’espace VIP à l’étage de la piscine. Le plus sympa est de partir ensemble en vélib du métro porte de Saint Cloud pour rejoindre la piscine, on en parle sur chat comme indiqué ici … Accorde-toi un vrai moment de détente, sans te ruiner, grâce à notre tarif préférentiel à seulement 15€. **Infos pratiques :** 🕖 Horaire : à partir de 15h ℹ️ Déroulement de l'événement et question en commentaire sur l’app gratuite socializus ⚠️maillot de bain et bonnet de bain homologué pour la piscine **Comment participer :** Télécharger l’app gratuite Socializus pour avoir la carte détaillé, le point de rendez-vous et les message de groupe : [www.socializus.org](http://www.socializus.org) **Nos réseau sociaux :** 🔹 Meetup – [https://www.meetup.com/afterwork-paris/](https://www.meetup.com/afterwork-paris/) 🔹 WhatsApp (infos & rappels jour J) [https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE](https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE) (Active “Tout recevoir” pour ne rien manquer !) 🔹Groupe Facebook – [https://www.facebook.com/groups/afterwork.paris](https://www.facebook.com/groups/afterwork.paris) 🔹Page Facebook – Photos, souvenirs et actus : [https://www.facebook.com/groups/afterwork.paris](https://www.facebook.com/groups/afterwork.paris) 🔹 Socializus : [www.socializus.org](http://www.socializus.org) **🔹 Deviens Orga : [https://chat.whatsapp.com/KtR79S8Obfs3WTPTIBsoCm](https://chat.whatsapp.com/KtR79S8Obfs3WTPTIBsoCm)** Nous sommes une association à but non lucratif, nous partageons une réduction sur le tarif. ✦✦ Les changements de dernière minute peuvent arriver, mais tout est mis à jour via l’app Socializus. Inscris-toi seulement si tu es sûr·e de venir, on compte sur toi ! 😊 📸 / 🎥 En participant à notre activité, vous acceptez d'être photographié et / ou filmé. Les photos et vidéos seront partagées sur nos réseaux sociaux et pourront être utilisées à des fins commerciales. Vous pouvez également publier vos propres photos avec le #socializus .................................................. ........................ 🕑 Merci de respecter les horaires. .................................................. ......................... A bientôt La team meetup

Pour cette première séance (qui fait office de cours d'essai), nous allons nous recentrer sur l'essentiel : le corps. L'objectif est d'explorer nos différentes émotions physiques et d'apprendre à les reconnaître avec justesse et sincérité, **sans jamais les surjouer**. Une première étape douce et indispensable pour poser les bases de notre travail vers la scène ! 📅 **Quand ?** Ce dimanche 10 mai, de 14h à 16h 💶 **Tarif :** 25 € (Billet "Première Séance / Essai") [Web site](https://theatre-therapie.vercel.app/) [Inscription](https://www.billetweb.fr/theatre-therapie-atelier-motion-niveau-2)

Atelier d’impro Découvre les joies de l'impro, optimise ta créativité et libère ton potentiel ! L'improvisation théâtrale est un excellent outil de développement personnel et une formidable aventure collective ! Si tu as envie de [re]découvrir l'impro dans un cadre ludique et bienveillant cet atelier est fait pour toi ! Ces séances sont ouvertes à tous, débutants, intermédiaires, confirmés. L'atelier se déroule en 2 heures, au programme : Des échauffements dynamiques pour être à l’aise rapidement avec le groupe. La gestion du stress et le lâcher prise, Des jeux ludiques pour construire avec ses partenaires des histoires éphémères, Du rire, du [Fun] et des rencontres … Infos pratiques : - Nombre de participants limité - Prévoir une tenue confortable -Une participation de 10 euros sera à régler - Les modalités seront envoyées par message privé Venez vous essayer, vous dépasser, jouer des personnages… vous permettant de passer des moments d’exception. Nous déclinons toute responsabilité en cas d’incident, lors des ateliers. Hocine et Solène

**Némo Biennial 2025 is back in Paris and across Île-de-France! 🌟** This major event dedicated to contemporary and digital art explores the connections between the real, the virtual, and the imaginary. Expect immersive installations, audiovisual performances, and unique interactive experiences that push the boundaries of creativity. **What’s on the program?** • Artworks and devices that blur the line between humans and machines 🤖 • Captivating sensory and visual performances 🎭 • Innovative creations from artists, designers, and researchers from around the world 🌍 We will be visiting exhibitions at **CENTQUATRE-PARIS**, one of the key venues of this edition. It will be a great moment to share impressions, discuss the artworks, and enjoy an inspiring collective experience together. 💫 More information: [https://www.biennalenemo.fr/](https://www.biennalenemo.fr/) **Want to get more involved?** Become a **co-organizer, event organizer, or assistant organizer** and help plan the outing, suggest ideas, or give a hand so everything runs smoothly. 📩 **How to participate**: Just reply directly to this message on Meetup and let us know your interests or availability. Let’s organize everything together to make this an unforgettable experience! 💫 **Spread the word!** If you have friends or colleagues who might enjoy this kind of cultural outing, invite them to join our Meetup group! The more passionate people we have, the more fun, lively, and inspiring our experiences become. 🎊 See you soon, **The MeltingSpot Team**

¡Hola! 😊 Ven a disfrutar de un momento único de relajación y bienestar con sauna, hammam y jacuzzi. Muy importante tienes que venir aqui y voy a contactarte 🔹 WhatsApp (info y recordatorios): [https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE](https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE) **Como se pasa ?** La combinación de calor seco, vapor y baño de burbujas es ideal para recargar energías y relajarse profundamente antes de empezar una nueva semana. Nos reuniremos en un pequeño grupo para compartir un momento de bienestar. La actividad se llevará a cabo en el espacio VIP en la planta superior de la piscina. Lo más divertido es ir juntos en vélib desde el metro Porte de Saint Cloud hasta la piscina, lo organizaremos a través del chat como se indica aquí… 📲 Date un verdadero momento de relajación, sin gastar mucho, gracias a nuestra tarifa especial de solo 15€. **Información práctica:** 🕖 Horario: a partir de las 15h ℹ️ Detalles del evento y preguntas: en los comentarios de la app gratuita Socializus ⚠️ Traje de baño y gorro de piscina homologado obligatorios 📲 WhatsApp (info y recordatorios el día del evento): https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE **Cómo participar:** Descarga la app gratuita Socializus para obtener el mapa detallado, el punto de encuentro y los mensajes del grupo: www.socializus.org **Nuestras redes sociales:** 🔹 Meetup: [https://www.meetup.com/fiesta-latina-paris/ ](https://www.meetup.com/fiesta-latina-paris/) 🔹 WhatsApp (info y recordatorios): https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE (Activa “Recibir todo” para no perderte nada) 🔹 Grupo de Facebook: https://www.facebook.com/paris.fiesta.latina/ 🔹 Página de Facebook – Fotos, recuerdos y noticias: https://www.facebook.com/paris.fiesta.latina/ 🔹 Socializus: www.socializus.org 🔹 Conviértete en organizador: https://chat.whatsapp.com/KtR79S8Obfs3WTPTIBsoCm Somos una asociación sin fines de lucro y compartimos un descuento en la tarifa. 💸 ✦✦ Puede haber cambios de última hora, pero todo se actualiza a través de la app Socializus. Por favor, inscríbete solo si estás seguro/a de asistir, ¡contamos contigo! 😊 📸 / 🎥 Al participar en nuestra actividad, aceptas ser fotografiado/a y/o filmado/a. Las fotos y videos se compartirán en nuestras redes sociales y podrán usarse con fines comerciales. También puedes publicar tus propias fotos con el hashtag #socializus .................................................. ........................ 🕑 Por favor, respeta los horarios. .................................................. ........................ ¡Nos vemos pronto! 🚴 El equipo de Meetup

Hello! 😊 Come enjoy a unique moment of relaxation and wellness with sauna, hammam, and jacuzzi. 🔹 WhatsApp (info & reminders): [https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE](https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE) **How it's work ?** The combination of dry heat, steam, and bubbling water is perfect for recharging your energy and relaxing deeply before starting a new week. We’ll meet in a small group to share a moment of well-being. The activity will take place in the VIP area upstairs at the pool. The most fun part is riding together on vélib from the Porte de Saint Cloud metro to the pool—we’ll organize it via chat as mentioned here… 📲 Treat yourself to a true moment of relaxation without breaking the bank, thanks to our special rate of only 15€ instead of 20€ **Practical Information:** 🕖 Time: Starting at 3 PM or come sooner to eat in the venue ℹ️ Event details and questions: In the comments on the free Socializus app or with whatsapp ⚠️ This meeting is in a swimming pool so we need to follow French swimming pool rules (swimsuit and swimming cap) 📲 WhatsApp (info & day-of reminders): [https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE](https://chat.whatsapp.com/GI6JPhDtywSGZYlK19aiLE) **How to Participate:** Download the free Socializus app to get the detailed map, meeting point, and group messages: [www.socializus.org](http://www.socializus.org/) **Our Social Networks:** 🔹 Meetup: [https://www.meetup.com/fr-FR/internationals-events-paris/](https://www.meetup.com/fr-FR/internationals-events-paris/) (Activate “Receive All” to stay updated!) 🔹 Facebook Group: [https://www.facebook.com/socializing.with.internationals.in.Paris/](https://www.facebook.com/socializing.with.internationals.in.Paris/) 🔹 Facebook Page – Photos, memories, and news: [https://www.facebook.com/socializing.with.internationals.in.Paris/](https://www.facebook.com/socializing.with.internationals.in.Paris/) 🔹 Socializus: [www.socializus.org](http://www.socializus.org/) 🔹 Become an Organizer: [https://chat.whatsapp.com/KtR79S8Obfs3WTPTIBsoCm](https://chat.whatsapp.com/KtR79S8Obfs3WTPTIBsoCm) We are a non-profit association, and we’re sharing a discounted rate. 💸 ✦✦ Last-minute changes may happen, but everything is updated via the Socializus app. Please sign up only if you’re sure you can attend—we’re counting on you! 😊 📸 / 🎥 By participating in our activity, you agree to be photographed and/or filmed. Photos and videos will be shared on our social networks and may be used for commercial purposes. You can also share your own photos with the hashtag #socializus .................................................. ........................ 🕑 Please respect the schedule. .................................................. ........................ See you soon! 🚴 Paul

Ce soir, dans le cadre du cycle général, nous avons voté : **1 - "Une chambre à soi" de Virginia Woolf** "Bravant les conventions avec une irritation voilée d'ironie, Virginia Woolf rappelle dans ce délicieux pamphlet comment, jusqu'à une époque toute récente, les femmes étaient savamment placées sous la dépendance spirituelle et économique des hommes et, nécessairement, réduites au silence. Il manquait à celles qui étaient douées pour affirmer leur génie de quoi vivre, du temps et une chambre à soi..." Babelio **2 - "Les nourritures terrestres" d'André Gide** "André Gide, exalté, sensuel, lyrique. Les Nourritures Terrestres, oeuvre de jeunesse, est un hymne panthéiste. Il célèbre la vie, la nature, le désir. Sa composition est kaléidoscopique. Les genres y sont mêlés : notes de voyages, fragments de journal intime, rondes et ballades, dictionnaire poétique, dialogues fictionnels. Toutes les formes d'écriture sont convoquées pour dire l'ardeur avec laquelle Gide tente d'exister ..." Babelio ***On peut lire l'un ou les deux livres programmés.*** **Pour les présentations d'auteurs :** -Nicolaï fera une présentation d'André Gide pour donner du contexte à nos discussions ; \- Dominique fait la présentation d'auteur de Virginia Woolf **Pour les focus sur l'oeuvre :** \- Emile fait le focus sur l'oeuvre de" Les Nourritures terrestres ; \- Margot fait celui de "Une chambre à soi Et n'oubliez pas ! Partagez, si sous le souhaitez, quelques mots, passages et/ou citations qui vous ont marqués, touchés, et qui vous semblent importants à partager avec le groupe et les participants. Enfin, inscrivez-vous, je vous prie, uniquement si vous êtes sûrs d'être de la partie. Bien à vous tous, bonnes lectures, et à bientôt ! Jélila PS : la participation pour des raisons de frais liés à Meetup (240 euros par an) est de 2 euros par personne et par an. Mais elle reste facultative !

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **This is a curated, small-group meetup make new friends in Paris.** Each meetup brings together 4–6 like-minded people for casual conversations over brunch. We use the Groupvibe platform to organize and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com](https://groupvibe.com) Once you register, and **buy a ticket or become a Groupvibe member**, we’ll share the exact location and match you with your group. **Why this works:** \* Smaller groups make real conversations easier \* Matching helps avoid awkward dynamics **Note:** RSVPs here on Meetup don’t reflect total attendance. Many attendees register directly via our website. This meetup is organized by **Groupvibe**, a small team passionate about helping people form meaningful friendships offline.

**DIMANCHE 10 MAI: COURS D'ÉQUITATION À SURESNES (92)** 🐴 Venez profiter d'une séance d'équitation à seulement 30 minutes de Paris ! (accessible en transport en commun) **Ouvert à tous !** Il y aura 2 sessions réparties par niveau pour permettre de varier les exercices et allures en fonction de votre niveau d’équitation 🐎 Au programme :
- 30 minutes de pansage et préparation des chevaux
- 1h30 de cours dispensé par un moniteur diplômé Et après le cours, une collation conviviale nous attendra aux écuries 🍻 💸 **TARIF : 54€ par personne** ⏰ RDV à 13h30 pour le groupe débutant et RDV à 15h30 pour le groupe intermédiaire/régulier (être au moins à l'aise au trot enlevé) 📍 Adresse : Chemin des Poneys 92150 Suresnes
🚇 Gare de Suresnes - Mont Valérien (ligne L), à 15/20 minutes à pied** **Réservation sur :** https://www.ouicsport.fr/offer-details/296506%2010%2F05%2F2026

STUDIOJAHIDO – Tous les dimanches Après‑Midi 18 Rue Abel, 75012 Paris ⸻ Pourquoi venir ? Rejoins-nous pour le coup d’envoi de la 7ᵉ saison de StudioJahido ! Tout est gratuit, l’ambiance est géniale, et nos tarifs sont carrément imbattables ! ✨ ⸻ Cours offerts & horaires 1er cours GRATUIT pour les nouveaux ! Places limitées — priorité aux premiers arrivés, aux abonnés et aux inscriptions sur place. • 15h00 : Kizomba évolutif • 16h00 : Bachata débutant • 17h00 : Bachata intermédiaire Tarifs à partir de 132€/an, avec réductions spéciales (étudiants, couples, demandeurs d’emploi).  💸 ⸻ Accès à la salle de danse 1. Code de la porte : 381A0 (zéro). 2. Appuie sur le bouton “Cours 2ᵉ sous-sol” — je t’ouvre à distance. 3. Descends au 1er sous-sol (salle d’attente / vestiaire). • WC disponibles (sanibroyeur — ne rien y jeter ! 🙏). 4. Attends la fin du cours précédent pour descendre en salle de danse. 5. Problème pour entrer ? Écris-moi sur Messenger (profil : Pepito Jacson). ⸻ Rejoins la communauté ! • WhatsApp : https://chat.whatsapp.com/F2yvlK4adgNFhzx1wRaFhv?mode=gi_t • Facebook : STUDIOJAHIDO & PEPITO Y MYSHA • Instagram : Pepito dance&style

ENGLISH STANDUP COMEDY IN PARIS! ## 🎨Color your Sunday with laughter 😆@ Green Mic !!! 💚🎤 Join us at **Green Mic Comedy** where the ***crème de la crème of Parisian comedians*** will illuminate your Sunday night with waves of laughter! **Since 2021**, Green Mic has featured comedians who have appeared on ***Netflix***\*, Comedy Central, Amazon Prime, **BBC**, Don't Tell Comedy, The Ringers with Bill Burr, **Fringe Festival,** and other big European festivals.\* **📅 When ?** * Every **Sunday** * Doors Open at **7:00 PM - 19H00** * Show Starts at **7:30 PM - 19H30** 📍 **Where** : **Ma Cocotte du Faubourg**.- [5 Rue du Faubourg Montmartre, 75009 Paris](https://www.google.com/maps/place//data=!4m2!3m1!1s0x47e66e3e7d7639ad:0x582be8084e69e46a?sa=X&ved=1t:8290&ictx=111) 🚇 Easily accessible from * Métro Lines 8 & 9 (Grands Boulevards) * Métro Line 3 (Bourse) 🎤 **Who are the comedians ?** We book **different comedians every week** and the best visiting comedians from **all around the world** (USA, Australia, Canada, Italy, Spain, UK, New zeland, ... more than 50 countries) -- *We share clips of our comedians on Instagram @GreenMicComedy --* 🎤 **Why Green Mic ?** 💚 Our promise is that you'll have a great Sunday night and have Enough laughters for the Week ! **Green Mic is a feel-good show** where you can stay for drinks after the show and hangout at The Frog Pubs. We Also offer **Happy-hours prices** when you **show your tickets at the door**. 🎟️ Secure your spot! Grab your tickets on Eventbrite: GreenMicComedy.eventbrite.fr 🎟️ (Check out more links in our bio 📱) \*\*This show is crowd-funded with a pay-what-you-can price and we recommend 12 euros and 5 euros for students with no obligation to pay. #ComedyInParis #StandupComedy #ParisNights #GreenMicComedy #LaughOutLoud #ParisEvents #ComedyNight #InternationalComedians #FreeComedy #ParisLife #FunInParis #ExpatsParis #LiveComedy #ThingsToDoInParis 🎭

**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

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates for this series are simply placeholders at the moment. We are working on our 2026 schedule, and adjustments are forthcoming. 2. Each class in this series has an attendance fee. 3. Each class, from BOTH a sign-up and fee perspective, is a separate entity. 4. As the Etch toolset evolves, so too will the class outline below. **Introduction:** Our Site Building with Etch class provides detailed instructions on the philosophy of the Etch development framework, as well as in-depth, hands-on instruction on using the Etch environment and associated tools. Anyone familiar with Kevin Geary and the Digital Gravy set of products will tell you that they offer ground-breaking approaches to professional WordPress site development. As we write this, the Etch toolset and environment are rapidly taking shape, with weekly quantum leaps forward in WordPress development methodologies. As early investors in the Etch product offering and its development process, we are actively testing and evaluating the toolset as it takes shape. We are beyond excited to see how WordPress site development is being modernized, and can't wait to bring this course set to you. It will be a paradigm shift in page and site development within WordPress, as well as moving your development mindset light-years forward. Join us as we explore Etch and dive deep into development approaches that will genuinely elevate your craft as a website developer and agency provider. Scalable, responsive, compliant websites are now within easy reach, and Etch provides both the platform and toolset to take you there. **The breakdown of the 10-class series is as follows:** * Class 01 - TBD * Class 02 - TBD * Class 03 - TBD * Class 04 - TBD * Class 05 - TBD * Class 06 - TBD * Class 07 - TBD * Class 08 - TBD * Class 09 - TBD * Class 10 - TBD Throughout the class sessions listed above, we cover the following key areas of web development with Etch: * **Introduction to Etch Interface:** * Familiarization with the toolset's layout and understanding how to navigate and interact with its various components. * **Visual Site Building:** * Techniques for creating layouts using Etch's interface, incorporating sections, divs, containers, and elements to build semantically correct page structures. * **Styling and Design:** * Utilizing Etch's styling approach to customize elements, apply global CSS classes for consistent design, and leverage features like Flexbox and CSS Grid for responsive layouts. * **Dynamic Content and Custom Fields:** * Integrating dynamic content from custom post types and custom field plugins (like ACF, Meta Box, and even built-in fields) to build data-driven websites. * **Component Building:** * Creating and managing reusable components for headers, footers, post type layouts, and other site-wide elements. * **Performance Optimization:** * Understanding how Etch contributes to fast-loading websites and implementing performance best practices. * **Advanced Features:** * Depending on the class level, it might delve into advanced topics such as conditional logic, interactions, and custom code integration to enable more complex functionality. The series aims to equip participants with the skills to efficiently build, customize, and maintain WordPress websites using Etch, catering to both beginners and experienced web developers alike.

**TBA**

**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

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

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.