Big Data

No need to book but come on time so you won't miss the show or seats!😉 It's open mic which means everyone can go on the stage to perform 🎤🎤, if you have any questions DM us on Instagram: Yellowdicomedy. If you see on this app only you are going, don't worry about it, we have multiple channels to post our events and we've been organizing shows for three years, we always have a big crowd where you can meet lots of friends! It is a free entry but **donation based** show, leave us your donations at the end of the show so we can keep English standup comedy going in Milan. **Follow us on Ins: Yellowdicomedy**

🔍 **Intro** Se l'intelligenza artificiale toglie il costo di scrivere il codice questo significa che il ROI è garantito? E se stiamo costruendo velocemente qualcosa che non serve a nessuno? O peggio qualcosa che serve ma non è pronta per la produzione? Un volta in produzione quanto è il costo di manutenzione ed evoluzione? Visto che il codice non lo leggo più come posso garantirmi che non riparto da zero ogni volta? Ultimo ma non meno importante: sto rispettando tutte le policy di compliance per il mio settore? Che rischi sto correndo se li violo? Di chi è la responsabilità? 🎙️**Di cosa parleremo** L'obiettivo dell'incontro è superare l'entusiasmo superficiale per l'IA e guardare dritto ai numeri. Partiremo analizzando il business case **dell'investimento in AI SDLC**, andando oltre il semplice risparmio per calcolare il *Total Cost of Ownership* e la velocità con cui un'idea si trasforma in valore tangibile (Time-to-Value). Ma i numeri non vivono nel vuoto: esploreremo come l'IA stia riscrivendo i **processi di sviluppo**, cercando il difficile equilibrio tra una delivery accelerata e il rischio di accumulare debito tecnico. Sposteremo poi il focus sulla dimensione umana, il cosiddetto **ROI invisibile**: vedremo come l'automazione, se ben gestita, possa ridurre il carico cognitivo e il logorante *context switching*, permettendo ai talenti di restare nel 'flow' e generare valore strategico invece di perdersi in task alienanti. Infine, attraverso l'analisi di **casi studio reali**, tracceremo una roadmap pragmatica per passare da una metrica basata sulla quantità di codice a una basata sui punti di margine, trasformando definitivamente l'IA in un pilastro di redditività aziendale. **📝 Agenda** * **18.15**: Accesso e Networking (iniziamo a conoscerci!) * **18:30:** Welcome * **18:45**: Talk * **19:30:** Q&A * **19:45:** Pizza and drinks Nessun meetup è completo senza un momento conviviale. Durante la serata saranno offerte **bevande, birra e pizza** per facilitare il networking e continuare le discussioni in modo informale. **⚠️ Nota importante:** I posti sono limitati per garantire la qualità della conversazione durante la tavola rotonda. Assicurati di fare RSVP il prima possibile! **Ti aspettiamo per dare forma insieme al futuro dello sviluppo software!**

**(11:00 AM)** 🔹**Please fill in your details to confirm your attendance.** **[Confirm my attendance, click here](https://www.dopplerpages.com/dmktribe-BC897/Coworkingdayatrandstadboxmay)** **Looking for a super productive day with other marketing pros?** Come join us at COWORKING DAY AT RANDSTAD BOX for a day packed with networking, collaboration, and learning! Here's what's in store: * Connect with your DMK Tribe community * Get your projects done in a motivating workspace * Unlock new opportunities and insights * **Don't miss out on leveling up your digital marketing game and growing your network!** **Join Our Community** **WhatsApp:** [https://forms.gle/apoKitZ3BzkRuJf56](https://forms.gle/apoKitZ3BzkRuJf56) Please complete this form to join the group. You’ll be added to the WhatsApp group shortly afterwards. **LinkedIn:** [Digital Marketing Group ](https://www.linkedin.com/groups/9249844/) ✈️ **Telegram:** [https://t.me/+YrJYhbXrDDYwYjg0](https://t.me/+YrJYhbXrDDYwYjg0) **Become a membe**r Social platform → [www.dmktribe.com](https://dmktribe.com/) (we’ll notify you when your profile is ready) **Instagram** → [@dmktribemilan](https://www.instagram.com/dmktribemilan/) Curious to see what we’ve been up to in Portugal and Spain? Check out our latest magazine here: → [https://dmktribe.com/magazine](https://dmktribe.com/magazine/) **About DMK Tribe** DMK Tribe is an international community of marketers, creatives, entrepreneurs, and curious minds who believe in the power of genuine human connection. With two inspiring years of growth behind us in Lisbon, Barcelona, Cascais, and Milan, our journey of expanding reach and impact continues. Our mission is to empower professionals and businesses through authentic connections, continuous learning, and purposeful collaboration. **With over 7.000 active members**, we organise regular events, workshops, and masterminds focused on digital marketing trends, personal branding, content creation, AI, and entrepreneurship. We’re more than a network, we’re a movement of value-driven professionals building lasting impact. We're a global community of marketing professionals united by our values **❤️ Love \| Caring \| Serving \| Learning \| Inclusion** ***Come network with Milan's most dynamic marketers! Let's grow together.***

**(7:00 PM)** 🔹**Please fill in your details to confirm your attendance.** **[Confirm my attendance, click here](https://www.dopplerpages.com/dmktribe-BC897/MilanNetworkingDigitalMarketingTribe-89768)** **Milan: Networking & Digital Marketing Tribe Meetup** **Connect, Share & Grow with Digital Marketing Pros!** Join **DMK Tribe for an evening** of networking, learning, and collaboration with Milan’s digital marketing community. Whether you're an expert or just starting out, this is your chance to: ✅ Connect with like-minded professionals ✅ Share ideas and experiences ✅ Learn from industry peers **Join Our Community** **WhatsApp:** [https://forms.gle/apoKitZ3BzkRuJf56](https://forms.gle/apoKitZ3BzkRuJf56) Please complete this form to join the group. You’ll be added to the WhatsApp group shortly afterwards. **LinkedIn:** [Digital Marketing Group ](https://www.linkedin.com/groups/9249844/) ✈️ **Telegram:** [https://t.me/+YrJYhbXrDDYwYjg0](https://t.me/+YrJYhbXrDDYwYjg0) **Become a membe**r Social platform → [www.dmktribe.com](https://dmktribe.com/) (we’ll notify you when your profile is ready) **Instagram** → [@dmktribemilan](https://www.instagram.com/dmktribemilan/) Curious to see what we’ve been up to in Portugal and Spain? Check out our latest magazine here: → [https://dmktribe.com/magazine](https://dmktribe.com/magazine/) **About DMK Tribe** DMK Tribe is an international community of marketers, creatives, entrepreneurs, and curious minds who believe in the power of genuine human connection. With two inspiring years of growth behind us in Lisbon, Barcelona, Cascais, and Milan, our journey of expanding reach and impact continues. Our mission is to empower professionals and businesses through authentic connections, continuous learning, and purposeful collaboration. **With over 7.000 active members**, we organise regular events, workshops, and masterminds focused on digital marketing trends, personal branding, content creation, AI, and entrepreneurship. We’re more than a network, we’re a movement of value-driven professionals building lasting impact. We're a global community of marketing professionals united by our values **❤️ Love \| Caring \| Serving \| Learning \| Inclusion** ***Come network with Milan's most dynamic marketers! Let's grow together.***

**JUST RELAX, Mercoledì 3 Giugno alle 20,00** ti aspettiamo per un nuovo appuntamento Social sotto le stelle, un salottino a cielo aperto dove gustarsi un ottimo aperitivo, conoscere persone nuove e, per chi desidera saperne un pò di più sul proprio futuro… **il nostro cartomante**. Il tutto nel nuovo estivo del Just Me di Milano (in caso di maltempo staremo nella zona al coperto). Avremo una zona riservata per il nostro gruppo per fare tante nuove amicizie, conoscersi e passare una bella serata insieme a tanti amici nuovi. **Just Me Milano** **Via Camoens, 2 – Milano** **Info e prenotazioni:** Prenotazione obbligatoria, manda un Whatsapp al 347/5686000 scrivendo: 3just, il tuo nome, età + numero tuoi ospiti P.S. La direzione del locale si riserva il diritto di selezione all’ingresso Per gli uomini: no maglietta e pantaloni corti o con strappi P.S. Parcheggio in convenzione a 200 m dal locale a 5€ tutta la notte con navetta A/R inclusa **JUST RELAX al JUST ME** **Mercoledì 3 Giugno 2026** **dalle 20,00 alle 03,00** (all’ingresso dire: PRENOTAZIONE SCONOSCIUTI e nome indicato nella prenotazione) **Costo di 15 euro comprensivo di:** – ingresso – 1 drink – 1 degustazione di vino – grand buffet (aperitivo fino alle 22,30) – Dj set internazionale fino alle 05,00 – ZONA RISERVATA PER I TAVOLI DEL NOSTRO GRUPPO (fino alle 23,00) **Se entri dalle 22,30 alla 01,00:** – ingresso con 1 drink: 15,00€ \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Vi aspettiamo numerosi!!!!! Mercoledì 3 Giugno 2026 ore 20,00 **Info e prenotazioni: Per poter partecipare alla serata:** **Prenotazione obbligatoria, manda un Whatsapp al 347/5686000** **scrivendo: 3just, il tuo nome, età + numero tuoi ospiti** P.S. La direzione del locale si riserva il diritto di selezione all’ingresso.

**Basta libri. Basta corsi. Inizia a parlare!** Puoi leggere 100 libri sul public speaking, ma non imparerai mai finché **non sali su un palco**. The Xplorers Toastmasters Club Milano è proprio questo: una **palestra di Public speaking** bilingue (IT/EN) dove puoi metterti in gioco, sbagliare e migliorare. Che tu sia un manager, uno studente o semplicemente una persona che vuole vincere la paura di parlare in pubblico, questa è la serata giusta per te. **📅 COSA ASPETTARSI:** Toastmasters international è un'associazione nata negli Stati Uniti più di 100 anni fa. Ogni serata di ogni Club del mondo è strutturata in tre parti: 1. **Discorsi Preparati:** I nostri soci presentano discorsi su vari argomenti per allenare le loro skill (Storytelling, body language, struttura). 2. **Improvvisazione (Table Topics)\*:** Esercizi di improvvisazione per imparare a rispondere con sicurezza a ogni domanda. 3. **Valutazioni:** Ogni speaker riceve da un altro socio un feedback costruttivo per capire cosa ha fatto bene e cosa può migliorare. *\*Nota:* Anche gli ospiti possono provare a buttarsi, ma **solo se lo desiderano**. Nessuno ti forzerà! **📍 DOVE E QUANDO:** Ci troviamo allo Spazio OiT (Via Porpora 14, zona Loreto) ogni 1° e 3° mercoledì del mese. * Ore **19:00**: Networking e accoglienza. * Ore **19:15**: Inizio puntualissimo. **⚠️** **Per garantire un'esperienza di qualità, accettiamo solo 9 nuovi ospiti per ogni serata.** **Assicurati il tuo posto gratuito ora!** Ti aspettiamo!

Join The Candle Cluub for a cozy, creative evening designed to help you truly slow down. This isn’t just a workshop, it’s a space to reconnect with yourself, get hands-on, and enjoy the process. During the experience, you’ll create your own eco friendly candle from scratch, choosing the fragrance that feels most like you from a curated selection (and yes, choosing won’t be easy). I’ll guide you step by step through wax, scents, and pouring but what you’ll take home is something deeply personal. What makes it special? It’s not just about making a candle. It’s about taking time for yourself, sharing a moment, and leaving with both something beautiful and a different kind of feeling. While your candle comes to life, we’ll enjoy a light aperitivo, surrounded by good vibes, scents, and conversation. Whether you come alone, with a friend, or to meet new people, this is a warm, welcoming space, no pressure, just experience. 🕯 Workshop available in English and Italian 📩 For info: @thecandlecluub Can’t wait to have you there ✨ **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)

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

**DOVE**: [Subbyx](https://www.subbyx.com) \- Via G\.B\. Pergolesi 2/A\, Milano \(M1\, M2 \- Loreto\)\. **QUANDO**: 04 giugno 2026 alle 18.30 **TEMA**: Cloud networking avanzato e Intelligenza Artificiale applicata al mondo reale. Nella sede di **Subbyx**, uniremo due dei temi più caldi dell'ecosistema tech in un'unica serata. Da un lato, **Kenneth Attard, AWS Hero,** ci mostrerà come modernizzare le reti enterprise combinando AWS Cloud WAN e Amazon VPC Lattice; dall'altro, il team di **Subbyx** ci aprirà il loro playbook per svelarci come portare l'AI in produzione per risolvere problemi concreti. A seguire il classico aperitivo di networking, gentilmente offerto da **Subbyx**. \-\-\- **AGENDA** 👋 18.30 - Welcome! ☁️ 18.45 - Introduzione - **Francesco Durighetto** Duri Chief Research and Development Officer, Co-Founder di Subbix. 🎤 18.50 - Discover how to modernize enterprise networking by combining AWS Cloud WAN and Amazon VPC Lattice - **Kenneth Attard** (talk in inglese). 🎤 19:20 - AI that works: our real-world playbook - **Davide Fiacconi** Senior Data Scientist di Subbyx. 🍻 19.50 - Aperitivo di Networking \-\-\- **TALK** **"Discover how to modernize enterprise networking by combining AWS Cloud WAN and Amazon VPC Lattice"** **Kennet Attard -** AWS Hero (talk in inglese) Discover how to modernize enterprise networking by combining AWS Cloud WAN and Amazon VPC Lattice. This session explores the seamless integration of these services to create a unified networking solution that simplifies connectivity across your organization. Learn how to leverage Cloud WAN for global network management while using VPC Lattice for service-to-service communication, reducing complexity and improving security. We'll share real-world architectures and best practices for implementing a modern, scalable network infrastructure in AWS. **"AI that works: our real-world playbook"** **Davide Fiacconi** \- Senior Data Scientist di Subbyx Tutti stanno rilasciando demo di AI. Portare l'AI in produzione — dove ci sono clienti reali, flussi di lavoro reali e soldi veri in gioco — è tutta un'altra storia. Da Subbyx non facciamo pilot: gestiamo sistemi AI che parlano con i nostri utenti ogni giorno e su cui si appoggia ogni team dell'azienda. In questo talk ripercorreremo due casi reali. Il primo è Rosie, il nostro agente per il customer care che gestisce le richieste degli utenti in autonomia, dall'inizio alla fine. Il secondo è la nostra piattaforma AI interna, costruita interamente su open source — LiteLLM, LibreChat e server MCP — per dare a ogni dipendente accesso a più modelli attraverso un'unica interfaccia centralizzata e governata. Uscirete con decisioni architetturali concrete, i trade-off che le hanno guidate e le lezioni che avremmo voluto sentirci dire prima di iniziare. \-\-\- **CALL4SPEAKER**: vorresti presentare un tuo speech ai prossimi Meetup? [Compila il form](https://docs.google.com/forms/d/e/1FAIpQLSc8xVRNDWx63rrHyFgT0e_Q2U1EHe6-nXsV7NvKw4troeWeTA/viewform)! **NOTA**: Il numero di posti è limitato, registrarti al Meetup per riservare il tuo posto! **PROBLEMI ALL’ULTIMO?** Se ti sei iscritto, ma non puoi più venire, ricordati di cancellare la partecipazione, così da lasciare il posto ad altri membri della community. Grazie!

DSTI AWS SBG – Build an End-to-End Data Analytics Pipeline on AWS ***(Paris Campus / Online)*** Ready to turn raw data into actionable insights using AWS? Join us for our next AWS Cloud Club event at DSTI Paris and discover how modern data analytics pipelines are built in the cloud. In this hands-on workshop, you'll work with several AWS services to collect, process, transform, and visualize data through a complete serverless analytics workflow. 📅 Friday 9th June 🕒 16h30 – 17h (CET) 📍 DSTI Paris Campus & Online 🔍 **What we'll cover:** 🪣 **Store Your Data** Upload and organize datasets using Amazon S3, the foundation of many AWS data architectures. ⚡ **Automate Data Processing** Use **AWS Lambda** to trigger and automate data workflows without managing servers. 🔄 **Prepare & Catalog Your Data** Discover **AWS Glue** to crawl, catalog, and transform raw data into analysis-ready datasets. 📊 **Visualize Business Insights** Build interactive dashboards with **Amazon QuickSight** and turn data into meaningful visual stories. 🎁 **Bonus:** We'll finish with a short interactive quiz and some AWS goodies to win! 👀 🎯 **Why join?** * Gain hands-on experience with AWS analytics services * Build a complete cloud-based data pipeline * Learn how data flows from storage to visualization * Strengthen your Data Analyst, Data Engineer, and Data Science skills * Add a practical AWS project to your portfolio * Network with fellow DSTI students and cloud enthusiasts Whether you're into DA, DS, DE, AI, or simply curious about cloud technologies, this workshop will help you understand how modern organizations transform data into business value using AWS. Let's ingest, transform, visualize, and unlock insights together! 🚀

The Milano Cybersecurity Meetup returns with an edition dedicated to offensive security and Bug Bounty programs, no longer just about finding vulnerabilities, but about managing noise, prioritizing risk, and building trust between organizations and security researchers. The event focuses on the role of the Ethical Hacker and the critical, often misunderstood, role of the triager, the professional who bridges vulnerability discovery with actionable remediation.The meetup will close with a talk by Sw33tLie, one of the main contributors to PortSwigger’s latest research, exploring the discovery and exploitation of HTTP Request Smuggling vulnerabilities in modern architectures. This evening event combines focused technical talks with an informal aperitivo atmosphere, where hoodies replace ties and technical content meets open discussion and networking. Co-organized with UNGUESS Security, a European Continuous Offensive Platform backed by a community of 200+ vetted ethical hackers and AI agents, the event offers a unique chance to hear from practitioners on different sides of the hacking process. The event will also welcome representatives from Intigriti, including Alex Olsen, Head of Hackers, who will join us to make the evening even more exciting. ## **Key Themes & Takeaways** *“Today, being an ethical hacker means staying ahead of attackers, finding the bugs and fixing risk before it’s exploited by malicious actors.”* * Finding bugs for learning, passion, and profit, and building a legal career path by hacking real organizations responsibly * What makes a great triager in bug hunting programs - skills, mindset, and career paths * How triage quality impacts program ROI, security outcomes, and researcher trust * Dealing with AI-generated submissions ("AI slop") and the triager’s evolving role as quality gatekeeper, separating signal from noise * Some of the most impactful vulnerabilities originate from protocol‑level flaws, turning seemingly theoretical research into systemic risk for large‑scale infrastructures and forcing modern triage to reassess impact and prioritization ## **Agenda** * **Talk #1 — My path to Bug Bounty (Leo Racanelli, Intigriti Ambassador)** Hacking real organizations (legally) for fun and profit * **Talk #2 — Anatomy of a Triage: From vulnerability submission to validation (Marco Mazzola, UNGUESS Triager)** What happens between “submission received” and “vulnerability confirmed.” A deep dive into the triager’s workflow What researchers wish triagers understood. How triage quality shapes submission quality and vice versa How AI-generated submissions are flooding programs, why most are noise, and what a good triage policy looks like * **Talk #3 — Mutations of a Bug: Where HTTP Smuggling Is Heading (Paolo Arnolfo, aka Sw33tLie — 1st researcher on the Portugal Bugcrowd leaderboard)** An evolution-driven look at HTTP Request Smuggling: how exploitation techniques mutate over time, why old assumptions no longer hold, and what this means for modern triage, detection, and remediation ## **Registration** Free access (registration required) Register for the event **[here](https://luma.com/event/evt-Me1ePdISbrIotuu)** Participation is subject to confirmation, as spots are limited. *Photos and videos may be taken during the event and shared on social media. By attending, you consent to their use.*

Up there at 1,600 meters, in the heart of Alpe Mota, just below Passo del Gandazzo, stands the spectacular and panoramic Rifugio Buzzoni. A true “must” among Lombardy’s hiking destinations. **PROGRAM** 11:00 AM – Meet at Rifugio Trifoglio, Località Ceresola, 24010 Valtorta (BG) 11:15 AM – Departure for Rifugio Buzzoni Approximately 12:45 PM – Arrival, free time, and lunch (packed lunch or at the refuge) 3:00 / 3:30 PM – Return Medium Level – Approximately 1.5 hours and 3 km of walking each way, 320 meters of elevation gain. No special equipment or clothing is required. Trekking shoes are recommended. Always bring food and water for snacks. **Note 1:** Participants must reach the starting point independently (car, bus, train, etc.) or via carpooling by coordinating with other participants in the private Facebook and/or Telegram groups reserved for members (request access once you have your membership card). **Note 2:** The “I will attend” button on Meetup is not considered valid for us. Meetup is only used to publish the event and gauge interest. Once you become a member, please follow the instructions for the event’s *official* registration. **COSTS AND PARTICIPATION – MIN 7 PEOPLE, MAX 30** Event reserved for Gitup Enac members. Free for 2026 members - request your participation ticket here: [http://www.gitup.it/iscrizione-eventi/](http://www.gitup.it/iscrizione-eventi/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExNXJOZlBOUFo2TnU0MlJrTHNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR40isxRJnPDxRFBNp_iADFxV_t_IXXYerPrzof2wC-vrsxh7YCQuE9AZYVKrA_aem_0zRMrPM9cBRzv2anqxS0Zg) Not a member yet or need to renew? A membership card is required — request it here: [http://www.gitup.it/iscrizione/](http://www.gitup.it/iscrizione/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExNXJOZlBOUFo2TnU0MlJrTHNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR40isxRJnPDxRFBNp_iADFxV_t_IXXYerPrzof2wC-vrsxh7YCQuE9AZYVKrA_aem_0zRMrPM9cBRzv2anqxS0Zg) In case of bad weather, the outing may be canceled. Participants will be notified through the dedicated groups and via updates on this page. **P.S.** Please remember that GitUp is not a travel agency but a non-profit association that brings people together to enjoy pleasant shared experiences. [www.gitup.it](http://www.gitup.it/) [https://www.facebook.com/gitupassociazione](https://www.facebook.com/gitupassociazione)

La domenica ormai è appuntamento fisso per il nostro gruppo al Just me (ex Just Cavalli). Ci incontriamo alle 20:00 per socializzare al nostro tavolo riservato e gustare un ottimo buffet con la prima consumazione inclusa al costo di soli 10€. Alle 22:30 faremo un brindisi di prosecco offerto dagli organizzatori e chi vuole può rimanere a ballare. Serata dedicata a un pubblico di tutte le età, divertimento assicurato! È gradita conferma via whatsapp ai nostri numeri: Enrico 3930134920 melissa 3755058482

Ci incontriamo in questo storico locale, sia invernale che estivo in base alle condizioni meteo, alle 20,30 con un super buffet ricco di piatti caldi e freddi tutti da gustare. Dalle 22 inizia la musica per chi si vuole fermare a ballare o per chi volesse rimanere al tavolo a chiacchierare comodamente. È una serata da trascorrere in amicizia, adatta a tutte le età e al costo di 15 euro comprensive di ingresso, buffet e prima consumazione! Parcheggio custodito a 3 euro Gradita la conferma via whatsapp Enrico 3930134920 melissa 3755058482

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

**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

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

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

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.