Data Lakes

Costruire sistemi moderni non significa solo scegliere le tecnologie giuste, ma avere il coraggio di ripensare architetture, processi e persino il nostro modo di lavorare. In questo quinto meetup dell’AWS Well-Architected User Group Italy esploreremo **due storie** molto diverse, ma unite da un filo comune: la **trasformazione**. Da un lato, l’evoluzione di un sistema complesso e maturo verso un’**architettura event-driven** capace di alimentare un social feed in tempo reale; dall’altro, sei mesi di sviluppo immersivo che raccontano come nuove **tecnologie possano cambiare** non solo il codice, ma anche **le persone** che lo scrivono. Al termine dei talk, **networking e aperitivo 🍕 offerto dallo User Group.** **TheFork Feed: costruire un social engine** Giovanni Laganà \- Fullstack Software Engineer II @ TheFork \| Author @ thelinkedinengineer\.com Ogni social network possiede un Feed, ma implementarne uno ‘from scratch’ su un’architettura matura con 20 anni di storico dati è una sfida ingegneristica complessa. Come si aggregano efficientemente attività distribuite su domini di business separati, gestendo al contempo il flusso di dati in tempo reale? In questo talk, Giovanni Laganà — Software Engineer in TheFork — analizzerà le decisioni architetturali critiche dietro il ‘TheFork Feed’ lanciato a luglio 2025. Esploreremo il passaggio da logiche sincrone a pattern Event-Driven e le strategie adottate per garantire performance e coerenza in un ecosistema a microservizi. **Sei mesi di sviluppo immersivo con Kiro : Coraggio, tecnologia e umanità** Massimo De Giorgio - Innovation Analyst @ Tabata Massimo De Giorgio e il suo team vivono da sei mesi un’esperienza completamente immersiva nello sviluppo con Kiro. In questo speech, Massimo condividerà il proprio percorso attraverso le diverse prospettive di imprenditore, project manager e sviluppatore, offrendo una visione concreta e multidimensionale dell’adozione di questa tecnologia. Sarà un’occasione per raccontare non solo i risultati nei processi di coding, ma anche la passione, le emozioni e i timori che accompagnano quello che Werner Vogels definisce un nuovo “Rinascimento”: una trasformazione tecnologica e umana che interpella chi ha avuto il coraggio di intraprendere un profondo cambiamento professionale e personale. **📍 Location** **TheFork – Palazzo dell’Informazione** Piazza Cavour, 5° piano – **Milano** **Da ricordare:** * 🎫 Porta la tua cartolina raccogli punti per il timbro! (Se non ce l'hai ancora, te ne diamo una nuova) * ✅ Registrazione obbligatoria (posti limitati) Ci vediamo in TheFork! 👋

ALMA-DYNAMIC PILATES SIGNATURE CLASS **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

Due ore di puro divertimento e competizione: 4 partite di **padel** da mezz’ora ciascuna, in un **format dinamico e avvincente**. Ogni match conta: chi vince va nel campo dei più forti, chi perde va nel campo dei più scarsi. Ogni volta le coppie si scoppiano e vanno l'uno contro l'altro, mantenendo le posizioni (sx/dx) sempre fisse. Solo la coppia che trionferà nell’ultima partita del campo dei più forti potrà fregiarsi del titolo di **“Re della Settimana”** 👑. 💥 **In palio per la coppia vincitrice:** 💪 2 borsellini da polso Preparati a scalare la vetta… o a lottare per non retrocedere. Il Rodeo Padel non perdona, ma ti farà divertire come mai prima! Livello richiesto: **Playtomic 3.0 – 5.0.** Luogo: **Murat4all** \| Via Gioacchino Murat\, 29\, 20159 **Milano** MI Costo: **15€ a testa** per **due ore di padel** (potrai **pagare direttamente al centro sportivo** con carta o contanti; qui l'iscrizione è gratuita). Al momento dell’iscrizione all'evento, se è il tuo primo evento con QuellidelPadel, comunica il tuo numero di cellulare (solo l'organizzatore potrà vederlo e utilizzarlo per contattarti su **Whatsapp** **per la conferma**). Padel, risate, foto di gruppo e premi per i vincitori. Unica regola: **chi perde passa sotto la rete.** **Che fai, vieni?** **Termine iscrizioni: lunedì 16 febbraio**

#### Next step: schedule your first event. Scheduling an event will encourage more people to join your group. Schedule Change photo  # [Gruppo di biliardo pool/carambola amatoriale e mini-tornei](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/) [Milano, MI, Italy](https://www.meetup.com/find/it--mi--milano/) [1 members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/) · Public group Share Manage groupSchedule event [About](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/?eventOrigin=your_groups) [Events](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/events/?eventOrigin=your_groups) [Members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/?eventOrigin=your_groups) [Photos](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/photos/?eventOrigin=your_groups) [Discussions](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/discussions/?eventOrigin=your_groups) More ## What we’re about Buongiorno a tutti. Sono proprietario di un bar e dispongo di un tavolo da biliardo semi-professionale. Sto creando un gruppo WhatsApp di giocatori amatoriali di biliardo americano pool/carambola, per la maggior parte debuttanti. Cerco persone disposte a unirsi al gruppo per giocare e divertirsi nel tempo libero, il pomeriggio oppure la sera in ogni giorno. Per stimolare l'impegno di ogni giocatore, abbiamo pattuito che il vincitore di ogni "mini-torneo" organizzato nei vari giorni giochi gratis e non paghi la tariffa di tempo per il periodo di gioco (un'ora di gioco costa 10€, ma viene di volta in volta frazionata in base al periodo di gioco effettivo). Il locale si trova in zona nord di Milano, stazione Greco-Pirelli, università Bicocca. Chiunque dovesse essere davvero interessato a partecipare e unirsi al mio gruppo, non esiti a contattarmi. Cerco persone serie e disposte solamente a divertirsi, senza puntare mazzette grazie mille. Antonio

### **Dance, Connect & Shine** Looking for a fun way to meet new girl friends, get moving, and feel fabulous? ✨ Our **Flawless Female Latin class** brings together women from all walks of life to dance, laugh and share an empowering experience. Each week we’ll learn steps from **Samba, Cha-Cha, Rumba, Paso Doble, and Jive**, building toward a group choreography that we’ll celebrate with a **video day** at the end. No partner needed — we focus on dancing together, cheering each other on, and making new friends along the way. 🌟 A chance to socialize while doing something active and fun 🌟 Open to beginners and anyone curious to try Latin dance 🌟 Friendly, supportive community 🗓 Every Tuesday at 20.00 🎟 8€ Trial class available **Important: To sign up, you must register via the link for the lesson. Only then we can assure you a place in class** https://shorturl.at/kdun3 Come dance, connect, and discover how flawless you can feel 💖

**Are you ready for the Milano–Cortina Winter Olympics? We’re not.** **That’s why we’ve created our very own Ostello Bello "Olympic" Games: a glorious display of questionable athletic skills and high-level nonsense.** While the "other" guys are busy with the official **Milano-Cortina 2026** ceremonies, we’re bringing the real "action" to the streets of Milan. From February 6th, we aren't gathering to break world records; we’re gathering to break the laws of physics. This isn’t about the podium; it’s about the survival of the chillest. Get your "winter" gear ready, because we’re about to prove that being an elite athlete is 10% talent and 90% just showing up for the vibes. **The Incentive:** Every participant gets a **shot**. The "legends" who actually win take home an **Ostello Bello T-shirt or a Drink**. ## The Disciplines: Official "Technical" Standards Every day from **7 PM to 9 PM**, our "athletes" will face a rotating schedule of these elite winter disciplines: ### 1\. Air Hockey: The Wrist\-Flick Battle A high-speed duel where the only thing frozen is your gaze on the puck. * **The Goal:** Smash the plastic disc into the hole. * **Requirement:** Move your hand faster than your brain can process and celebrate every point like you’ve just secured a gold medal. ### 2\. Boxing\-Glove Beer Pong: The Clumsy Champion Challenge We took a classic and made it impossible by adding the "Yeti factor." * **The Twist:** You have to play wearing massive, padded boxing gloves. * **The Challenge:** Gripping a tiny ball with giant hands is the ultimate test of patience. Success here is statistically unlikely and basically a miracle. ### 3\. DIY Curling: The Professional Slide The most serious-looking sport in our program. We’ve replaced expensive stones with pots and ice with felt pads, but the tension is real. * **The Setup:** A "House" (target) taped on the floor and a "Hog Line" for the release. * **The Action:** Launch the pot while your teammates run alongside it with brooms, screaming *"Hurry! Hard!"* just like in the real tournaments. * **The Score:** Closest pot to the center wins. Clean floors are a bonus. ### BONUS DAY: The "Wildcard" Game The discipline is a mystery. Our local legends will choose the challenge. Expect the unexpected: and probably more shots. **AND REPEAT.**

Costruire una data platform in contesti enterprise è spesso una battaglia quotidiana. Dati duplicati, pipeline fragili e trasformazioni poco tracciabili. Processi di sviluppo sul dato difficili da testare, versionare e rilasciare in sicurezza. Cataloghi presenti ma scollegati dai flussi reali, governance dichiarata ma non operativa. Piattaforme che crescono nel tempo, aumentando complessità e perdita di controllo. Il paradigma Data Lakehouse open source promette ordine, scalabilità e flessibilità — ma come si traduce davvero in produzione, quando entrano in gioco: \- requisiti enterprise \- qualità del dato \- testing \- CI/CD \- governance reale \- responsabilità e ownership? 👉 Questo meetup nasce per rispondere a questa domanda, partendo da un caso d’uso reale, sviluppato e messo in produzione. **Agenda** * 18:30 – 18:45 **Benvenuto e Networking** * 18:45 – 19: 40 **Lakehouse Open Source in produzione: architettura, governance e developer experience in un caso reale** * 19:40 – 20:00 **Community Slot** (Proponi il tuo talk) * 20:00 – 20:30 **Q&A e Saluti** Registrati subito al meetup per ricevere tutti gli aggiornamenti sull'agenda. **Lakehouse Open Source in produzione: architettura, governance e developer experience in un caso reale** Il paradigma del data lakehouse open source rappresenta oggi una scelta strategica anche in contesti enterprise complessi. In questo meetup presenteremo uno use case reale, mostrando come sia possibile costruire una data platform moderna basata su tecnologie open source. Il talk si concentrerà sull’adozione di pratiche data-driven e developer-oriented, evidenziando il ruolo di **dbt** nel garantire replicabilità, qualità del dato, testing e integrazione con pipeline CI/CD. A completare il quadro, affronteremo i temi di data governance e data discovery attraverso **DataHub** e **OpenMetadata**, illustrando come un data catalog centralizzato abiliti tracciabilità, ownership e governance nel dato. Un percorso pratico per portare i data lakehouse open source verso una vera data platform moderna che possa rispondere a esigenze enterprise reali. **Lorenzo Pasco - Data Engineer @Seacom Società Benefit:** Laureato in Artificial Intelligence and Data Engineering a Pisa, fin da giovane, ho alimentato la mia passione per l’informatica e i videogiochi, unendo la tecnologia alla mia vita quotidiana. Al di là del digitale, il mio cuore batte per lo sport, in particolare il calcio, e sperimento la creatività in cucina. **Se stai cercando di capire come rendere i Data Lakehouse davvero “enterprise-ready”, questo meetup è l’occasione per confrontarti su un’esperienza reale, fatta di architettura, codice, governance e persone.** Come sempre, ci sarà ampio spazio per il confronto, le domande e le discussioni aperte

# *"Once in a while, the right people sit at the same table."* ​**QUARTET** is a small private morning gathering organised by Data Leaders. Please register at: [https://luma.com/84zbikxz](https://luma.com/84zbikxz) *** ​**The Session** ​The session takes place on **Thursday, 19 February 2026** in the heart of **Winter Olympics in Milan – Data Leaders - Edition Olympics**. ​Milano host the winter Olympics is a excellent backdrop to discuss the latest innovation in data and AI, at the center where the world's top athletes take on each others. *** ​**The Table** ​At the **QUARTET** table there will be one of each: ​**A Builder** \- An entrepreneur\, founder or independent operator\. ​**A Technologist** \- A deep tech\, data\, AI\, engineer\, developer\, scientist or architect\. ​**A Pragmatist** \- A person with common sense\, a generalist from a private or public organisation\, or an aspirational non\-technical profile\. ​**The Host.** *** ​**Protocol** ​Bring one topic or question that needs an answer. ​The purpose is a casual peer exchange across different viewpoints, without panels, presentations or performance. No stress. ​The gathering is free flow with no forced answers. Join the discussion or simply enjoy tasty pastries and coffee in a setting that reflects Olympics spirit, Milanese heritage. ​Typical discussion themes include: Is AI a bubble, where data ROI really comes from, latest innovation in data and AI, operating models, why everything still ends up in Excel, geopolitics impact on tech and AI and why the answer is 48. ​**Chatham House Rule** applies. No recordings. The conversation stays at the table. *** ​**Rules** ​• **Four people only** • **One table, one hour** • **No investors or VCs** • **Strictly no soliciting or shilling** • **Chatham House Rule** ​Coffee is not free but of excellent quality. Please order a coffee or drink to respect the venue. *** ​**Venue** ​**Marchesi 1824 – Milano** ​Marchesi has embodied Milanese style since 1824. Exceptional craftsmanship, elegant spaces and impeccable service have accompanied moments of conviviality shaped by artisanal taste and refined creativity. ​One of Milan’s oldest and most renowned patisseries, Marchesi 1824 is known for its heritage, precision and attention to detail. Traditional recipes are reinterpreted with a contemporary approach, reflecting a spirit of research and quiet excellence that aligns naturally with the Data Leaders ethos. ​Find Marchesi 1824 at (NOTE this is original cafe opened in 1824 located at Via Santa Maria): ​[https://share.google/TkSM8P4mELr9yeOcP](https://share.google/TkSM8P4mELr9yeOcP) *** ​**Registration** ​Please register with full details. Confirmation subject to availability. ​If plans change, update the RSVP so the seat can be released. *** ​**About Data Leaders** ​Data Leaders is a regional collective of data and AI professionals, connecting peers through initiatives such as **Data Leaders QUARTET**, **Data Tuesday** and **DAMA Singapore**. ​https://www.linkedin.com/company/data-ai-tuesday/

**Hello PyData People!** We are excited to announce our **second event of 2026**! This time, we will be hosted at **iliad Italia**'s headquarters in Milan for an evening dedicated to AI at scale—ranging from Foundation Models for credit risk to sovereign and open-source data architectures. 📅 **When:** Wednesday, February 18, 2026 📍 **Where:** iliad Italia, Viale Francesco Restelli, 1A, 20124 · Milano **⚠️ Important:** Spots are limited. Please keep your RSVP updated to allow others to participate if you can no longer attend. *** ## 🕒 Agenda * **18:30:** 🚪 Doors open & Check-in * **19:00:** 🎤 **Talk 1:** Open Source & Sovereign Architecture – Riccardo Lorenzon * **19:45:** 🎤 **Talk 2:** Klarna’s Foundation Model – Valeria Verzi, Sudhakar Periyasamy, Goran Dizdarevic * **20:30:** 🍕 **Networking & Aperitivo** offered by Iliad! *** ## 🎤 The Talks ## 1️⃣An Open Source and Sovereign Architecture for Data, ML and AI **Speaker:** Riccardo Lorenzon (Head of Data @ iliad Italia) Iliad Group invests billions in sovereign AI ecosystems, open-source tech, and low-carbon data centers to reduce reliance on non-European providers and bolster Europe's technological autonomy. True to Iliad Group's 'make-over-buy' culture of full control, iliad Italia is building a data architecture in a hybrid on-prem and Scaleway (Iliad Group cloud) setup, combining open-source tech and managed services. This powers data management, self-service analytics, and ML/AI use cases for our 12m+ user base and 1000+ employees. During this speech, we will guide you through the tech journeys we have built and are building. **About the Speaker:** Riccardo Lorenzon serves as Head of Data at iliad Italia, where he works on evolving the data function into a modern setup covering the full data value chain from sources to business decisions. He previously led data teams at Vedrai, an AI startup, and Whirlpool EMEA, handling projects in analytics, machine learning, and cloud platforms across areas like consumer service, supply chain, and sales. With a Master’s in Mathematical Engineering from Politecnico di Milano and studies at ETH Zürich, he combines a hands-on approach to delivery with a strong focus on strategic value for the business. *** ## 2️⃣ Building the Klarna Foundation Model: A Unified Transformer for Customer Behavior Modeling at Scale **Speaker:** Valeria Verzi (Principal Data Scientist @ Klarna), Sudhakar Periyasamy, Goran Dizdarevic In this session, we introduce Klarna’s Foundation Model (KFM): a lightweight Transformer trained on more than 130 million customer events to learn a unified representation of customer behavior. Rather than building separate, task-specific models, KFM operates as a common sequence-modeling backbone that encodes behavioral patterns across different touchpoints of a customer’s interaction history with Klarna. We will walk through the technical design of the system, including event tokenization, sequence construction, and Transformer architecture, as well as how the learned embeddings are exposed as a shared layer for multiple downstream use cases. Attendees will gain a concrete understanding of how foundation models can be applied to behavioral sequence data in fintech, and how a single model can serve as a reusable, extensible representation layer across heterogeneous modeling tasks. **About the Speaker:** Valeria Verzi is a Principal AI Scientist at Klarna, where she leads the development of next-generation models, from foundation models to advanced deep learning or agentic systems. She has nearly a decade of experience applying machine learning to high-stakes decisioning across fintech and insurance. Before her current role, Valeria served as Klarna’s Head of Data Science for Fraud Prevention. Prior to Klarna, she held senior data science roles at Generali and NTT Data. Valeria holds a Master’s degree in Computer Science Engineering from Politecnico di Milano. *** See you there! 🚀 *The PyData Milano Team*

Vuoi creare da zero un sito professionale o implementare un negozio online? L’**Odoo Academy Sito web e E-commerce** è la giornata di formazione che fa per te! Ti aspettiamo il **19 Febbraio 2026 a Milano** per un **evento pratico e completamente gratuito**, dove scoprirai come lanciare il tuo e-commerce, configurare pagamenti e spedizioni, creare un sito che converte, ottimizzare la tua visibilità e tanto altro! Abbiamo organizzato molto più di una semplice presentazione: i **nostri esperti ti guideranno in dimostrazioni** **concrete** per implementare tutte le funzionalità di Odoo affinché abbiano un impatto ancora più grande nella realtà quotidiana del tuo business. Al termine della giornata, avrai acquisito le competenze necessarie per **mettere subito in pratica** quanto imparato! Ma l’Odoo Academy **non è solo formazione**, è anche un’occasione unica per confrontarti con professionisti come te, scambiare punti di vista e ampliare la tua rete di contatti. **Scopri il programma dell'evento!** Welcome coffee - 08:30 **PARTE 1 - Configurazione del database e set up store online - 09:00** Pausa - 11:00 **PARTE 2 - Gestione del tuo e-commerce - 1° parte - 11:15** Pausa pranzo - 13:00 **PARTE 3 - Gestione del tuo e-commerce - 2° parte - 14:00** **PARTE 4 - Design del tuo store online - 15:00** Pausa - 15:30 **PARTE 5 - Strategie di ottimizzazione SEO e traduzioni - 15:45** Chiusura - 17:30 **Riserva gratuitamente il tuo posto qui** https://www.odoo.com/r/ci8s *Attenzione: la partecipazione è gratuita, ma i posti sono limitati.* *Registrati subito per garantire il tuo ingresso!* **A chi è rivolta questa Academy?** Questa formazione è pensata per imprenditori, e-commerce specialist, web designer e professionisti che utilizzano già Odoo o stanno valutando di implementarlo. L'obiettivo è fornirti competenze pratiche sulle funzionalità Sito web e E-commerce. **Informazioni utili** 📍 **Dove?** Ramada Plaza by Wyndham, Via Stamira D'Ancona 27, 20127 Milano 📅 **Quando?** 19 Febbraio 2026, dalle 8:30 alle 17:30 📝 **Iscriviti qui:** https://www.odoo.com/r/ci8s 💰 Evento **gratuito** *La formazione verrà erogata in italiano.* *Welcome coffee e pranzo offerti da Odoo.* *Non dimenticare il tuo PC portatile! Sarà indispensabile per svolgere gli esercizi pratici.*

La Val Brinzina si trova all’interno del Parco Regionale Campo dei Fiori, nel Varesotto, ed è nota per sentieri escursionistici ricchi di vegetazione e boschi. **PROGRAMMA** Ore 11 Ritrovo presso Il Bar Al Semaforo, Via Robarello, 42, 21100 Varese VA Ore 11.15 Partenza per percorso Ore 12.45 circa arrivo – tempo libero e Pranzo (al sacco o organizzandosi presso Strutture del posto) Ore 14.30/15 circa rientro Livello Medio Facile – 1.20 h circa e 4,5 km di camminata a tratta, circa 150 mt di dislivello, non necessita di attrezzature o abbigliamento particolari, portarsi sempre cibo e acqua “tappafame”, scarpe trekking. **N.B.1** La località di partenza della camminata viene raggiunta autonomamente (auto, bus, treno ecc.) o in car pooling mettendosi d’accordo con gli altri partecipanti nel gruppo chiuso Facebook e/o Telegram riservato agli associati (richiedi l’accesso appena in possesso della tessera associativa). **N.B.2** Il "Parteciperò" di Meetup per noi non fa testo. Meetup è solo pagina di pubblicazione evento e per avere un'idea. Una volta associati seguire indicazioni per adesione "ufficiale" evento. **COSTI E MODALITA’ DI PARTECIPAZIONE – MAX 45 POSTI DISPONIBILI** Evento riservato ai soci Gitup ENAC. Gratuito per gli associati 2026, **[richiedi il biglietto di partecipazione qui](http://www.gitup.it/iscrizione-eventi/)** (Adesioni aperte dal Martedì precedente l’uscita) Non sei associato o devi rinnovare il tesseramento? È necessaria la Tessera associativa, **[richiedila qui](http://www.gitup.it/iscrizione/)** In caso di Maltempo l’uscita può essere annullata ed i partecipanti verranno avvisati sui gruppi dedicati e tramite aggiornamento di questa pagina. **P.S.** Vi ricordiamo che GitUp non è agenzia viaggi ma un’associazione no profit che cerca di aggregare persone per passare momenti di piacevole condivisione. [www.gitup.it](http://www.gitup.it/) [https://www.facebook.com/gitupassociazione](https://www.facebook.com/gitupassociazione)

Unlock the secrets of natural fragrance creation in this immersive, hands-on workshop dedicated to the art of botanical perfumery. Whether you're a curious beginner or a wellness enthusiast, The Scents Of Well-Being will guide you through the fundamentals of crafting your own unique, all-natural perfumes using essential oils and botanical extracts. Combines the therapeutic power of essential oils with the charm of perfumes! You'll learn: The basics of fragrance structure: top, middle, and base notes How to blend essential oils harmoniously using scent families and following your emotions The therapeutic properties of popular essential oils How to create a balanced, long-lasting natural perfume, toxin-free alternative to synthetic fragrances How to design your signature scent and take it home! I'll wait for you at the event! Giulia **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

Calling all founders, operators, and startup ecosystem players!Whether you’re a pool regular or just enjoy a good game and better conversations, join us for an evening of pool, relaxed competition, and meaningful networking. This is a social night where the strategy and focus of pool meet the energy of the startup world. No pitches, no panels — just good games, sharp minds, and authentic connections. Because some of the best ideas (and partnerships) start away from desks and screens. 🎯 What to Expect Casual Pool Games & Mini Matches — Open to all levels, beginners very welcome. Founder-to-Founder Connections — Meet fellow founders, VCs, operators, and creatives in a laid-back setting. Drinks & Conversations — Easy networking, real talk, no awkward name-tag vibes. Fun Challenges & Small Surprises — Friendly competition, nothing too serious (except pride 😉). 💸 PricingPay on the spot at the end, based on time played (around €10/hour per person). Whether you come to play, connect, or just unwind with people who get the startup life, this night is about building community through sport and play. **You can register here too to receive updates - [https://luma.com/uou49hef](https://luma.com/uou49hef)**

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)

**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). Lonnie Morgan will be presenting information about the DLT Library. "The Python library `dlt` provides a powerful [REST API toolkit](https://dlthub.com/docs/dlt-ecosystem/verified-sources/rest_api/basic) to ingest data. Combined with our [LLM scaffolds](https://dlthub.com/workspace) and [MCP server](https://dlthub.com/docs/hub/features/mcp-server), you can build a custom connector for any of the 8k+ available sources in 10 minutes by following this guide. Building with LLMs is an iterative process. We will follow this general workflow and give practical tips for each step." See Our [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

**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 **Abstract** TBD **YouTube Link** TBA

**Abstract:** The Advanced Photon Source (APS) is an X-ray light source at Argonne National Laboratory where researchers perform imaging, diffraction and spectroscopy experiments at 68 specialized beamlines. APS recently completed a major upgrade that made it the brightest synchrotron in the world and upgraded many of the beamlines to take advantage of the dramatically brighter, more coherent beam. These new capabilities are increasing the facility’s raw data production from <10 PB/year before the upgrade to >100 PB/year once all instruments are back online. To meet this data challenge, the APS Beamline Data Pipeline project team is partnering with beamline staff to develop and deploy science data pipelines that use a common set of open-source software tools (many written in Python) to link instruments with the Polaris supercomputer at the Argonne Leadership Computing Facility (ALCF) for data processing. This talk will describe the APS data systems, our file-based and streaming pipeline templates, and some of the open-source software we use to extract scientific insights from beamline data. **Audience Takeaway:** Open source Python data acquisition and analysis tools are ubiquitous at the APS. Many of the packages that are mentioned can be found at [https://github.com/AdvancedPhotonSource](https://github.com/AdvancedPhotonSource). This is a *hybrid* event. To attend online, join us on Zoom here at 6pm: [https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1](https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1) **Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants. * **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654 * **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Working® by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI. * **Logistics**: To access the Grainger office, we require **first and last names** of those who RSVP'd by **Feb 11**. Please take the main elevators at the center of the Mart. Attendees will then present their **IDs** when they arrive at the front desk on the 18th floor.

**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)

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!