Data Lakes

Hi, I’m **Ozzy**. I’ve been teaching yoga in Milan for 5 years, bringing together internationals and locals. **How to Join?** Add your name on Meetup. [Message me on WhatsApp](https://wa.me/393500966059?text=Hi%20I%20saw%20your%20weekend%20park%20yoga%20classes%20on%20Meetup%20and%20would%20like%20to%20join) to receive payment details: **Drop-in or discounted class packs available** Your spot is confirmed once payment is completed. **You can see the vibe of the classes here:** Instagram: @ozzyoga.milano **Monday Park Yoga in Sempione with Ozzy** **Time:** 19:15 **Duration:** 60 minutes **Language:** English **Level:** transition to intermediate (not for beginners) We focus on **balance, strength, and flexibility** with intermediate-level poses and flows. If you’re ready to take your practice to the next level, this class is for you. **Location:** Parco Sempione Exact meeting point will be shared via WhatsApp after booking **Pricing** **Drop-in:** €15 **2 classes:** €28 **4 classes:** €50 All prices are final and include VAT All packs are valid until the end of July Valid for all regular group classes (weekend & future weekday sessions) Packs can be used for classes as they are released on Meetup **Before you come** Bring your mat (or a towel), wear layers for changing weather, and consider water, sun cream, and insect spray. **Cancellation policy** – **More than 24 hours before:** Cancel directly on Meetup → no charge – **Up to 1 hour before the class:** Please message me on WhatsApp → your credit is kept – **Less than 1 hour before, no-show, or no notice:** The class is counted → no refund or credit (no exceptions) *If a class is cancelled due to weather or by the organizer, your credit will not be lost and can be used for another class.* **Safety & Notes** Please listen to your body and practice at your own pace. This class is not suitable for pregnant women. If you have any health concerns, please consult a doctor before joining. By attending, you take responsibility for your own practice. **About me** I’m Ozzy, a certified and Yoga Alliance registered yoga teacher. 👉 https://linktr.ee/ozzyoga.milano

#### 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

**This club welcomes founders and venture capitalists from all walks of life, past, present, and future.** ​Like steering a company, basketball poses unique challenges. The sense of unity and collaborative spirit that emerges on the basketball court can turn an intense game into an unforgettable adventure. ​🏀 Basketball challenges our athletic prowess and capacities for communication, strategy development, and forging deep bonds with our teammates. **Game information** **\- €10 per person \(pay before the game [https://paypal.me/alexbing2](https://paypal.me/alexbing2))** \- Arrive 15 minutes before to have time to meet & greet other players\. **YOU CAN REGISTER via [https://luma.com/z9fsp7w5](https://luma.com/z9fsp7w5)** The cancellation policy: 2 days before the event.

Dalle 19:00 alle 20:00 per un’ora entrerai in uno spazio solo tuo✨ In cui fare esperienza del tuo corpo guidata da pratiche yoga inclusive per tutt* e somatiche per contattarti profondamente ai tuoi bisogni e al tuo ritmo🫀

Join us for a creative and relaxing experience at our ceramic studio in Milan! In this workshop, you’ll have the chance to decorate a pre-fired ceramic piece, choosing from a mug, bowl, or many others from our collection. Experiment with colors, patterns, and special techniques to make your piece truly unique. Once decorated, your item will be glazed and fired, turning it into a finished piece, ready to use or gift. **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)

Community for all climbing enthusiasts. Whether you're an expert, a beginner, or just want to try something new, you're welcome! 🧗🏻 We meet on Tuesday/Wednesdayat 6:00 PM at Manga Climbing Alternatively, you can organize it yourself on the day you prefer. 👇 Via Privata Giovanni Livraghi 25, Milano https://maps.app.goo.gl/XjJjXMfUZ5cNRsQx6?g_st=ic Group Link https://chat.whatsapp.com/J8QIZ4TD3Yi0xBCu4qQmkb?mode=gi_t

**Hey fellow AWS enthusiasts! ✨** May is all about AWS Partnership! Not a usual topic you hear about at User Groups. So we are more than thrilled to hear about **Deepika Tomar**'s journey as the AWS Cloud Lead at HWS Gruppe on pathing the way for her company to become an AWS Advanced Partner. Thanks to our friends at **[codecentric Nürnberg](https://www.codecentric.de/standorte/nuernberg)** for sponsoring the event with food and drinks and opening their wonderful offices for us! **📆 Tonight's Agenda** 19:00 - Welcoming **19:15 - Talk by Deepika** 20:00 - Food, Drinks & Networking Looking forward to seeing you 👋🏻 [Nora](https://www.linkedin.com/in/nora-schoener/) & [Frank](https://www.linkedin.com/in/frankprechtel/) \-\-\- The talk ⤵️ **From AWS Registered to Advanced Tier in 2 Years: Practical Lessons from the Field** In this session, I will share how we progressed from AWS Registered Partner to Advanced Tier within two years, focusing on real-world actions that made the difference. I will walk through: How AWS Summit connections and community engagement helped shape our partner strategy Building impactful customer case studies and completing the FTR (Foundational Technical Review) successfully How to identify and generate opportunities using the AWS Partner Portal Practical use of POC funding and Marketing Development Funds (MDF) for business growth and employee enablement Key learnings from attending AWS events, webinars, and partner programs This session is intended for AWS partners who want a practical roadmap to accelerate their growth in the AWS ecosystem. The speaker⤵️ **Deepika Tomar, Lead AWS Public Cloud @ HWS Gruppe** AWS Community Builder with 14 years of experience in cloud computing, infrastructure management, and database solutions — I've built a career around turning technology into a lasting competitive advantage. Today, I lead an AWS team driving cloud migration, infrastructure modernization, and a reimagined approach to customer service. This work recently reached a milestone with our organization achieving AWS Partnership status. Whether shaping IT strategy or bridging cross-functional teams, my focus remains constant: harness technology to deliver real business outcomes, streamline operations, and build a governance foundation that grows with the organization. \-\-\- **Please note:** At the event, photos and videos will be taken for marketing purposes both by our hosts and our location sponsors. We try to offer a hybrid experience by providing a video stream of the talk. There will be no recording published after the event. Please also keep in mind, that we try our best effort to provide a good streaming experience. We don't offer a professional stream, so delays, technical issues or other interference are a matter to be tolerated.

Don't forget to get your ticket on Eventbrite to register for the event: https://www.eventbrite.it/e/post-technical-data-practitioner-impulses-and-conversation-tickets-1988266535731 Data practitioners (Data Scientists, Architects and Engineers, AI/ML Engineers and Strategists, etc) are changing the world, bringing machine learning and AI models to life, building the recommender systems that influence what we buy, watch, and listen to, and deciding how companies use the data they have about us. Our roles as data practitioners now have an impact beyond the immediate technical work we do. We believe it's time to reconsider our understanding of ourselves and our role to meet the growing influence our work has on our companies and society at large and to remain relevant as the technical aspect of our work becomes more automated. We call this the "post-technical data practitioner". Talk 1: Post-Technical Data Practitioner (Davide Posillipo, Komebi Studio) Talk 2: Stoic Data Scientist Framework (Rachel Berryman, Common Digital) Speakers: Rachel Berryman is an AI and Data Strategist based in Berlin. Rachel focuses on building responsible AI systems, primarily in the energy sector, and writes a substack on making better data solutions: [commondigital.substack.com](http://commondigital.substack.com/) Davide Posillipo is a Data Scientist and co-founder of Komebi Studio, a design studio dedicated to exploring the intersections between Data, AI and Design. During the last 4 years he focused on Data Engineering, Deep Learning and Machine Learning leading an R&D team for an Italian consulting company. He serves as member of the Advisory Boards of the Product-Service Systems Design (Politecnico di Milano) and Human-Centered Artificial Intelligence (Università degli Studi di Milano) master degrees courses.

L'evento è gratuito, ma per partecipare è necessario [registrarsi qui](https://www.eventbrite.it/e/biglietti-meetup-14-local-ai-1987537914405). Quattordicesimo meetup della nostra community. Questa volta, esploreremo il mondo della **Local AI**: capiremo davvero cosa significa eseguire modelli e agenti on‑premises, quali sono le possibilità concrete oggi e quali scenari si aprono per chi vuole portare l’AI vicino ai propri dati e alla propria infrastruttura. 18:30 Apertura check-in 19:00 Talk "Opening" 19:15 Talk "Local AI oggi: modelli, hardware e compromessi" (speaker: Alessio Soldano, IBM) 20:00 Talk "Agenti AI con "carattere" grazie ad OpenClaw" (speaker: Alfredo Morresi, Google) 20:45 Aperitivo e networking

ITALIANO Evento gratuito Ciao a tutti, questa volta vi propongo una passeggiata al Parco dell'Idroscalo. Il parco ha una superficie di 80 ettari, si estende intorno al lago artificiale dell'Idroscalo ed è situato nelle vicinanze dell'Aeroporto di Milano-Linate. L'Idroscalo è un polo di attività sportive e ricreative: ogni anno vengono organizzati numerosi spettacoli, festival e concerti. Dopo la passeggiata, per chi vuole, possiamo bere qualcosa o fare aperitivo. Ci troveremo all'uscita della metro blu Linate M4 (uscita 'Aeroporto'). Programma Ore 15.30-15.40: Raduno dei partecipanti Ore 15.45: Partenza Vi aspetto! Trovate altre info sui gruppi Telegram e Facebook: Telegram: https://t.me/+ImpLzLM9vRcyODQ8 Facebook: https://m.facebook.com/groups/1185913102643016/?ref=share ‐----------------- ENGLISH Free event Hi all, this time I propose a walk in Idroscalo Park. This Park has an area of ​​80 hectares, it extends around Idroscalo artificial lake and it is located near Milan-Linate airport. The Idroscalo is a pole of sporting and recreational activities: every year numerous shows, festivals and concerts are organized. After the walk, if you want, we can have a drink or happy hour. We will meet at the exit of Linate M4 Station of the blue subway ('Airport' exit). Program 3.30-3.40pm: Meeting 3.45pm: Departure See you! You can find other info on Telegram and Facebook groups: Telegram: https://t.me/+ImpLzLM9vRcyODQ8 Facebook: https://m.facebook.com/groups/1185913102643016/?ref=share

Hi, I’m **Ozzy**. I’ve been teaching yoga in Milan for 5 years, bringing together internationals and locals. **How to Join?** Add your name on Meetup. [Message me on WhatsApp](https://wa.me/393500966059?text=Hi%20I%20saw%20your%20weekend%20park%20yoga%20classes%20on%20Meetup%20and%20would%20like%20to%20join) to receive payment details: **Drop-in or discounted class packs available** Your spot is confirmed once payment is completed. **You can see the vibe of the classes here:** Instagram: @ozzyoga.milano **Weekend Park Yoga in Sempione with Ozzy** Join us for a mindful yoga session in the park **Time:** 11:30 **Duration:** 60 minutes **Language:** English **Level:** All levels Beginner-friendly **Location:** Parco Sempione Exact meeting point will be shared via WhatsApp after booking **Pricing** **Drop-in:** €15 **2 classes:** €28 **4 classes:** €50 All prices are final and include VAT All packs are valid until the end of July Valid for all regular group classes (weekend & future weekday sessions) Packs can be used for classes as they are released on Meetup **Before you come** Bring your mat (or a towel), wear layers for changing weather, and consider water, sun cream, and insect spray. **Cancellation policy** – **More than 24 hours before:** Cancel directly on Meetup → no charge – **Up to 1 hour before the class:** Please message me on WhatsApp → your credit is kept – **Less than 1 hour before, no-show, or no notice:** The class is counted → no refund or credit (no exceptions) *If a class is cancelled due to weather or by the organizer, your credit will not be lost and can be used for another class.* **Safety & Notes** Please listen to your body and practice at your own pace. This class is not suitable for pregnant women. If you have any health concerns, please consult a doctor before joining. By attending, you take responsibility for your own practice. **About me** I’m Ozzy, a certified and Yoga Alliance registered yoga teacher. 👉 https://linktr.ee/ozzyoga.milano

#### 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

**N.B. Per partecipare occorre registrarsi al seguente link: [https://www.eventbrite.it/e/biglietti-dietro-il-salone-del-mobile-insight-idee-e-criticita-1986439404733](https://www.eventbrite.it/e/biglietti-dietro-il-salone-del-mobile-insight-idee-e-criticita-1986439404733)** Durante i **giorni del Salone del Mobile Milano**, Milano diventa il centro mondiale del **design**, dell’**innovazione** e della **creatività.** Ma spesso le conversazioni più interessanti nascono proprio fuori dai padiglioni ufficiali: **nei momenti di confronto**, nelle **discussioni spontanee** e negli **scambi di prospettive** tra professionisti curiosi. Questo meetup nasce proprio con questo spirito. **Un incontro informale ma strutturato** per riflettere insieme su ciò che **il Salone ci ispira**: le idee che funzionano, le sfide che emergono e le opportunità che possiamo intravedere per il **futuro del design**, dell’**innovazione** e dei **processi creativi.** Per facilitare la conversazione utilizzeremo **Rose, Thorn, Bud**, una microstruttura molto efficace per generare insight e riflessioni condivise

The Alpe del Vicerè is a plateau located in Albavilla, near Erba. It takes its name from Eugène de Beauharnais, stepson of Napoleon Bonaparte and appointed by him as Viceroy, who purchased this plateau in the early 1800s and used it to build a large structure that served as a summer shelter for his prized horses. From here, our hike will begin, leading us along a beautiful trail surrounded by vegetation to the summit of Monte Bolettone (1,317 m), where we will enjoy an incredible view over Lake Como and the entire Brianza area. **PROGRAM** 11:00 Meeting point at Alpe Vicerè, “Alla Salute – Ristoro”, Via Partigiana, 22031 Albavilla (CO) 11:15 Departure towards Monte Bolettone 12:45 approx. Arrival and lunch (packed lunch or arranging independently with facilities along the route) 15:00 approx. Return **Medium–Good Level** – About 3.5 km and roughly 1h30 of walking each way, 420 m elevation gain. No special equipment or clothing required, but always bring food and water “to keep you going”, plus trekking shoes. **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)

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. 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)

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

**Abstract:** This is a practical playbook for building a production-grade data lakehouse. It walks through foundational principles — naming conventions, least-privilege access, automated CI/CD testing — before diving into medallion architecture. Furthermore, metadata-driven design patterns show how configuration tables and dynamic notebook orchestration eliminates hard-coded pipelines. The deck covers star schema modeling, guidance on choosing between Spark, Pandas, and SQL, and data quality enforcement using DQX with YAML data contracts. Finally, we dive into security best practices and performance optimizations. **Host:** Justin Shea, Mehdi Jeddi, Erik Pak, and Sou-Cheng Choi **Talk Format:** This is a hybrid event. To attend online, join us on Zoom here at 6pm: https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** Adyen, UIC College of Business, and PyData Chicago co-host this event. UIC will provide the meeting site. Adyen will sponsor pizza and soft drinks for the onsite participants. **Address:** University of Illinois - Chicago, Douglass Hall, Room 220, 705 S Morgan St, Chicago, IL 60607 **Logistics:** “UIC Douglass Hall” is recognized on Google Maps, which can guide you through campus. Once you arrive, proceed to the second floor, room number 220

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

**History** The history of [Blendon Woods Metro Park](https://www.metroparks.net/parks-and-trails/blendon-woods/) began long before its 1951 opening, rooted in a landscape of rugged ridges and deep ravines that made the land unsuitable for traditional farming. In 1945, a report proposing a metropolitan park system for Franklin County specifically highlighted these cliffs of Bedford Shale as some of the "wildest land in the vicinity". Following this recommendation, the recently formed park district purchased the first 229 acres in early 1949. Because the terrain was so uneven, developers had to cut a mile-and-a-half-long roadway through dense woods just to bring in heavy equipment. This initial preservation effort ensured that the mature second-growth hardwood forests remained largely untouched by the urban expansion spreading toward Westerville. Opening day arrived on Labor Day, September 3, 1951, marking Blendon Woods as the second park in the Columbus and Franklin County Metro Parks system. The final push to open was a frantic race; the State Highway Department only finished the primary gravel access road four days before the gates opened. Early staff members, consisting of just four full-time employees, had to hand-dig pit toilets and learn construction skills on the fly to build the first picnic shelters. Despite the dusty conditions and limited facilities, the park was an immediate success, drawing massive crowds from across Central Ohio. By the end of the 1950s, annual visitation had already climbed to over 190,000 people. As the surrounding suburbs grew in the 1960s, the park faced severe overcrowding that threatened its natural habitats. In response, Franklin County voters passed the first Metro Parks levy in 1960, providing the funds necessary for a decade of steady expansion. During this era, the park nearly doubled in size, growing from 264 acres to over 570 acres by 1968. Planners also addressed a critical water shortage by collaborating with the U.S. Soil and Conservation Service to build a lake in 1964. This body of water originally served as a temporary reservoir before its role shifted toward conservation and wildlife support. The 1970s marked a transition toward the specialized wildlife and educational focus for which the park is known today. In 1971, the Walden Waterfowl Refuge was established around the 11-acre Thoreau Lake, creating a sanctuary that remains restricted to provide a quiet habitat for migratory birds. A formal nature center was also developed during this period, expanding on the guided Sunday walks that had been a park staple since the early 1950s. The park’s famous "Monarch Mansion" also became a prominent fixture, starting a long tradition of raising and releasing thousands of monarch butterflies each September. These initiatives cemented the park’s reputation as a premier destination for birders and nature enthusiasts. In more recent decades, Blendon Woods has continued to modernize while maintaining its wilderness character. The 10-acre Natural Play Area was added in 2017, encouraging kids to explore the ravines and woods off-trail. This was followed by the opening of a $1.5 million inclusive playground in April 2025, designed to accommodate children of all physical abilities. The nature center also underwent major renovations to include immersive, three-dimensional exhibits and a new butterfly house. Today, the park encompasses 653 acres, preserving a unique geologic and biological corridor amidst the bustling Westerville and Northeast Columbus area. **Map of the Park** Here is a map of [Blendon Woods](https://www.metroparks.net/wp-content/uploads/2025/05/BLN_map_Inclusive-Playground-and-Butterfly-Trail_May-2025_1980px.png). **Summary** For this event, we will hike the Lake View, Hickory Ridge, Ripple Rock, Overlook, Brookside, and Sugarbush Trails. This sounds like a lot, but it will really be only a little over five miles. Blendon Woods has a few hills here and there, but it's not one of the more strenuous metro parks. **Where We'll Meet** We'll meet just in front of the Nature Center. This is about a mile into the park from the main entrance. You have to go past the Ranger Station and the Shadblow Reservable Area to get to it, so don't stop too early at the Ranger Station and get it confused with the Nature Center. **After the Hike** Afterward, we will head over to [Forbidden Root Restaurant & Brewery](https://forbiddenroot.com/restaurants/columbus-ohio/) at Easton for [drinks](https://forbiddenroot.com/restaurants/columbus-ohio/#dinner-menu) and [food](https://forbiddenroot.com/wp-content/uploads/Cbus-Food.pdf). We should be there by 5 if you can't make the hike and just want to join us for drinks. The brewery's actual address is [4080 Worth Ave, Columbus, OH 43219](https://www.google.com/maps/place/4080+Worth+Ave,+Columbus,+OH+43219/data=!4m2!3m1!1s0x88388a86d10b6619:0x4d42b470a5cf11d3?sa=X&ved=1t:242&ictx=111); however, I recommend pointing your GPS to the [Worth Garage](https://www.google.com/maps/place/Worth+Garage/@40.0542293,-82.9137962,17z/data=!3m1!4b1!4m6!3m5!1s0x88388b4df6082825:0x17582f0eccd9dda1!8m2!3d40.0542293!4d-82.9137962!16s%2Fg%2F11rzfvvv8b?entry=ttu&g_ep=EgoyMDI2MDQxNS4wIKXMDSoASAFQAw%3D%3D) across the street. Parking in this garage is free as long as you're not on the first floor, and it is literally right next to the brewery.