Search, Information Retrieval

**🏁 Race, Code, Repeat – Post-Australia GP Data Jam** The lights just went out in Australia — now it’s our turn to go green. Join us for the very first *Formula 1 (F1) Data Science & Machine Learning* meetup, happening the Monday after the season-opening Grand Prix. We’ll take the chaos, strategy and storylines from the race weekend and turn them into real, buildable data. This is a hands-on, low-ego, high-signal session where we’ll explore: * fresh race and lap-time datasets, * early-season performance trends, * and how raw F1 timing data becomes features, visualisations and ML-ready inputs. No slides. No hype decks. Just real race data, live notebooks and fast feedback. We’ll be working from an open F1 dataset built specifically for this community — and showing how it plugs into modern analytics stacks and modelling workflows. Whether you’re: * a data scientist, * an ML engineer, * a student, * or just dangerously curious about turning motorsport into machine learning… this is your pit stop. **Come for the race talk.** **Stay for the code.** **Leave with a dataset and something you actually built.**

We're fed up of boring, monotonous exercise - let's play ourselves fit! **TO BOOK**: It's essential that you book onto sessions via our website, using the link below; due to restrictions on games and preparation times we cannot accept walk-ins, or late arrivals. [https://joinrabble.com/locations/london/](https://joinrabble.com/locations/london/) Use the code **FREEPLAY** to get your first game free! *** Rabble is a fitness club with a difference: * Every 1 hour session is a mixture of team games, such as Capture the Flag, Frisbee or Kickball - no two sessions are alike! * We are SUPER friendly and often host socials after the game * All abilities are welcomed * Our aim is to have **FUN**, make **FRIENDS**, and get **FIT** without even noticing * Bring your friends along! Please come in comfortable sports clothing and bring a bottle of water and hand sanitizer. Trail shoes or studs (weather dependent) are recommended, or a good pair of trainers. Please arrive 5-10 minutes before the session to allow us to start on time. We play every: * Monday in Highbury & Islington (19:00 - 20:00) * Tuesday in Shoreditch / Haggerston (19:00 - 20:00) * Wednesday in Elephant & Castle (19:00-20:00) * Saturday in Southwark Park (10:30 - 11:30) * Saturday in Finsbury Park (11:00 - 12:00) * Sunday in Clapham Common (12:00-13:00) We hope to see you playing soon! PS. We have a group of dedicated regulars, so numbers are usually much higher than Meetup might suggest. Book your place here: [https://joinrabble.com/locations/london/](https://joinrabble.com/locations/london/) **Love Rabble**

Hi everyone, We hope everyone's year has gotten off to a great start. We'd love to invite you to our after-work networking event on Monday 9th March for a quick drink and a chat after the workday is done! This event will be relaxed and informal, with the chance to meet and connect with other Women in Product London members. Please join us at [The Jack Horner Pub ](https://www.jackhornerpub.co.uk/)on Tottenham Court Road (nearest station), on Monday from 6:00pm until around 8:00pm. Spaces are limited so please make sure you book now. As this event is not sponsored, any food or drinks you order will need to be paid for at the bar. See you soon The WIP London team x

**Hello there!** Our Face-to-Face Afternoon Classes are back this March in London! Are you learning English as a second language and looking for an opportunity to practise your English? Interested in **free, in-person classes**? We’ve got you covered! Here at **Stafford House,** our teachers-in-training are gaining hands-on experience by teaching enthusiastic English learners. Each lesson is interactive and fun, with plenty of opportunities to practise speaking, meet other learners, and improve your English along the way. We also offer **free online English classes (London and Canterbury)**. Check out our other events for more information! Please see the **updated** details below! 🕑 **When:** From **2nd March - 26th March (4 weeks)** ➡️Mondays, Tuesdays, Wednesdays, and Thursdays 2:30 p.m. – 4:30 p.m. ➡️Fridays 1:30 p.m. - 3:30 p.m 📍 **Where:** Stafford House London, 2 Southampton Place, WC1A 2DA (just 2 minutes from Holborn Station) 📚 **Level: Both levels available** **\- Pre\-Intermediate \(A2\-B1\)** **\- Upper\-Intermediate \(B2\)** Spaces are limited and allocated on a first-come, first-served basis. Please arrive **15- 30 minutes early** to secure your spot. We will ask for your name and email upon arrival. *Please note: confirming attendance on Meetup does not guarantee a place in the classroom.* **Please note that class times or dates may occasionally change due to the nature of the course. If this happens, we will inform you by email.** We look forward to seeing you all very soon! Got Questions? send us an email at [teachertraining@staffordhouse.com](mailto:teachertraining@staffordhouse.com)

Welcome to our 50-50 Trivia Quiz and afternoon social get-together. **Bring a pen please.** Thirty interesting tricky questions, each with two answers to choose from. (No sport or maths). Is the answer obvious or not? I set the quiz so expect surprises. Check photos below or similar events for previous question sheets. When you go on walks, you see and learn things. With this Trivia Quiz, you'll definitely be learning a bit more! Four players max per team, but the lower number teams get a point per player start from the biggest team. For example, four teams of one, two, three and four. Four player team, no advantage, (the biggest and theoretically the more knowledge between them, except it doesn't always work like that). Three player team. one point start. Two player team. two point start. One player team. three point start. Scores are always close and around the 23-25 points mark. How many players do you want in your team? There's a dilemma! Prizes of interesting flavour chocolate and also for the funniest team name chosen by Sue, my glamorous assistant. On Mondays at various central London Wetherspoons. Event time is from 2-4pm, which allows plenty of time to get away for transport. Twenty five minutes for the quiz, five for marking up, and socialising time for the remainder period. There is a small charge of £5 card/cash to cover prize and Meetup costs. This is a great way to make new friends or catch up with old ones. See you there!

BOOK YOUR TICKET 👉🏼 [HERE](https://itsadate.club/event/games-themed-speed-dating-45/). Connect(4) with fun-loving, young-at-heart single players (ages 30–45) at a relaxed, board games-inspired evening. Draughts is a super-fun concept bar located in the iconic Leake Street Graffiti tunnel just steps away from Waterloo Station. This unique games-themed event is hosted in a private area of the venue – The Loft, with a contemporary vibe, beautifully exposed brickwork, and our own private bar. This is a doubles speed dating event, so be prepared to get to know other single people in an entertaining and interactive way as you move between tables playing new and nostalgic games in groups of four. Designed for social singles booking individually or with friends, you will be welcomed by our host at 19:15 and have the chance to grab a drink from the bar before we begin. Ladies will be paired and seated comfortably on tables with various board games. These are selected to be short in duration (approximately 12-minutes) and great for helping you break the ice as you get to know your fellow players. Gents will be invited to rotate around the tables in pairs, playing a variety of entertaining games, having no shortage of laughs along the way. There will be a half-time comfort break and lots of opportunity to mingle with others in this informal yet lively setting. Post-event matching will be available on your It’s a Date dashboard where you could find you’re on a winning streak in love as well as in Jenga! If you have any questions on the event or how things will work, please get in contact with James on 07517 065 492 or [james@itsadate.club](mailto:james@itsadate.club).

Hi Everyone, We’re thrilled to announce that Meet-Up #9, the first one for 2026, is now confirmed for Thursday, 12th March! 🎉 Join us at our London HQ, 100 Liverpool Street, for an evening packed full of insightful talks, great conversations and plenty of opportunities to connect with like-minded individuals. We'll confirm the speakers next week! Of course, it wouldn’t be a proper meet-up without pizza and refreshments to keep the energy high all night! 🍕🥤 🕕 Doors open for networking at 18:00 🎤 The first talk kicks off at 18:30 🚪 Wrapping up at 20:30

***In partnership with MentorX*** A practical, hands-on session for founders and business owners who want to transform unpredictable sales into **clear, scalable systems powered by AI, automation, and repeatable organic growth**. No hype. No complicated funnels. Just structured thinking that helps your business generate consistent opportunities — even when you’re not actively selling. ## Why Attend? Most businesses don’t actually have a sales problem. They have a **system problem**. This focused session is designed for decision-makers who want: * Predictable lead generation * Reduced founder dependency * Scalable processes that work in real life, not just on slides Clear frameworks. Real execution. ## What You’ll Receive (Free) 🎁 * **200+ ready-to-use sales and automation templates** * **Business Owner Habit Tracker (Excel)** to build consistency and execution * **Practical frameworks** you can immediately adapt to your own business You won’t leave with just ideas — you’ll leave with **months of direction**. ## What We’ll Cover 📌 Three short, implementation-focused sessions: * **Systemising sales in the AI era**: Move from random outreach to structured, measurable pipelines. * **Reducing founder dependency through automation**: So growth continues without constant manual effort. * **Designing repeatable, scalable sales processes**: Workflows your current — and future — team can actually follow. * **Designing Organic Growth Systems with SEO in the AI Era**: How to turn search visibility, AI, and structured content into a repeatable engine for sustainable business growth. ## Networking & Atmosphere 🤝 Between sessions, you’ll connect with other business owners in a **relaxed, informal environment**. Complimentary drinks and light refreshments include: * Red & white wine * Prosecco * Bottled beer * Soft drinks * Olives, nuts, and crisps Comfortable, focused, and built for real conversations. ## Final Note This meetup is a **clear thinking space for founders who want scalable sales and sustainable organic growth** — without burnout or unnecessary complexity. If you’re ready to build systems that grow your business quietly in the background, this room is for you.

Seektag is a **sneaky outdoor spy game** that's like **competitive hide and seek! 🏃** The goal is to **spot other players without getting seen** (+5pts) and to tag checkpoints (+3pts) 👀 \*\*\*\*\*\*\* Watch the **Player Tutorial Video** to learn how to play! https://youtu.be/zuxzIOce8DA \*\*\*\*\*\*\* **📍 LOCATION/HOW TO FIND 📍** Meet at the Red Bridge over the river in the Coal Drops area 5mins walk north of Kings Cross train station. Look for the bright pink vest! Map: **[https://maps.app.goo.gl/ExQ6Bkwe7S4sAGGq8](https://maps.app.goo.gl/ExQ6Bkwe7S4sAGGq8)** \*\*\*\*\*\*\* **Play with a friend or go solo!** Games last 10mins and we usually play about 6 games in total. There are lots of ways to play – some people like to run around, while others like to **be more sneaky!** If you like hilarious situations, outdoor fitness, social times, group activities, games, adventures, sports or new ways to exercise, **you will love Seektag!** It's also a fantastic way to **make friends for life!** ❤️ Our Gameplay Meetups are **100% FREE** and open to everyone (kids are allowed if accompanied by an adult). We are LGBTQ+ friendly and encourage everyone to be who you are - **we love you for you!** \*\*\*\*\*\*\* **📱 Get the PlayCulture App:** You'll be using the 100% free PlayCulture app to play at our meetups. Get it here: **[www.playculture.com/app](https://www.playculture.com/app)** (and if you're feeling creative, start designing your avatar!) **❤️ Support PlayCulture!** If you are loving our free gameplay meetups please consider supporting us on Patreon! **[patreon.com/playculture](https://www.patreon.com/playculture)** or drop us a one-off donation **[playculture.com/donate](https://www.playculture.com/donate.php)** \*\*\*\*\*\*\* **REVIEWS** ⭐⭐⭐⭐⭐ *Fun, engaging and intense, my new favourite workout!* \- Adrien ⭐⭐⭐⭐⭐ *The extremely welcoming and wholesome vibes, the beyond awesome people that you could connect with immediately, I could let out my inner kid again* \- AnonymousLemur ⭐⭐⭐⭐⭐ *Seektag means feeling like a kid again!* \- Stefan ⭐⭐⭐⭐⭐ *I had so much fun! Definitely a very welcoming environment with lots of great people. It was a great way to unwind/de-stress - AnonymousGoat* \*\*\*\*\*\*\* **🚀 WHAT HAPPENS AT OUR MEETUPS? 🚀** Your friendly game leader will explain the rules and hand out your numbered vests, then we'll play some games! Games last 10 minutes, with about 5 minutes of social time in-between to laugh about who saw who and who didn’t! At the end of the meetup we get food and hang out until the owls are hooting **⚡ HOW DOES THE GAME WORK? ⚡** Every player wears a vest with a number on the front and back. Players open the PlayCulture App ([playculture.com/app](https://www.playculture.com/app)) and if you spot another player, put their number into the App. You can also tag zones for extra points. At the end you will see a leaderboard showing everyone’s scores **🎈 CAN I BRING MY FRIEND? 🎈** Absolutely! If you want you can stick together and play as a ninja team! Just select extra tickets if you are bringing someone with you **🥾 WHAT TO BRING** 🌊 \- Smartphone with mobile data\, fully charged battery and PlayCulture App installed \([playculture.com/app](https://www.playculture.com/app)) \- Comfy shoes \- Bottle of water **🛍️ WHAT NOT TO BRING 🎒** Please try not to bring a bag/backpack as we don't have anywhere to store bags. If possible try not to wear your hair down/long or wear a hoodie, as this could obscure the number on your back **📜 RULES 📜** Seektag takes place in public spaces, so please remember these rules: \- Non\-players always have priority \- Safety first: don’t do anything to endanger yourself or anyone else \- Don’t run around blind corners or across roads\, no risk\-taking\! \- Smile and enjoy\! **❤️ MORE INFORMATION 🤔** We're very happy to answer any questions you may have, just message us on Meetup, or email [info@playculture.com](http://info@playculture.com/), or visit [www.playculture.com](http://www.playculture.com/) **📷 PHOTOGRAPHY 🎥** Please note that we may film or take photos at our events, either for promotion or for our YouTube channel. By attending our events you agree to feature **📢 REMEMBER 📢** These events are free-to-attend social meetups organised by passionate people. You are responsible for yourself and for your own safety. By attending you are agreeing to our terms (available here: [playculture.com/disclaimer](https://www.playculture.com/disclaimer)) Take care out there in the big wide world, and let us know if anything is troubling you **❤️**

## Allies of Women in Data & AI A panel discussion spotlighting women’s careers in data & AI. **📍 Venue:** [Datatonic](https://datatonic.com/) HQ **🎙️ Panellists:** * [Hazal Muhtar (Wise)](https://www.linkedin.com/in/hazalmuhtar/) * [Laura Lewis (Monzo)](https://www.linkedin.com/in/lauralewisuk/) * [Josie Williams (Global)](https://www.linkedin.com/in/josiewilliams/) * [Lina Mikolajczyk (Venatus)](https://www.linkedin.com/in/linajczyk/) **🎤 Compere:** [Adam Dathi](https://www.linkedin.com/in/adam-dathi-384a4329/) Event & Afterparty Sponsor: [Meltano](https://meltano.com/) This event centres the real career journeys of women working in data and AI — from breaking in, to navigating challenges, to stepping into leadership. Through an open, honest panel discussion, our speakers will share: * The realities of building a career in data & AI * Barriers they’ve faced (and how they’ve worked around them) * Practical advice for women aspiring to senior and leadership roles The panel will be followed by an audience Q&A and relaxed, meaningful networking with women in data & AI and the allies who support them. *** ### Why this event exists Despite progress, women are still underrepresented in data & AI leadership. This event is about visibility, learning from lived experience, and creating space for better conversations. Delivered in collaboration with [Stacked Pathways](https://cognifysearch.com/stackedpathways/), a free mentoring initiative for women working in Data & AI, organised by [Cognify](https://cognifysearch.com/). *** **Who should attend** * Women working in (or moving into) data & AI * Allies who want to listen, learn, and actively support change

Hello and welcome to the next GenAI UK Meetup #18. This event brings together engineers, practitioners, builders, and leaders working across cloud-native platforms, open-source ecosystems, Gen AI, Data and Agentic AI. Our meetups are friendly, welcoming, and community-driven; everyone is welcome, whether you’re experienced or just curious. This session will include practitioner talks, demos, Q&A, and time for networking with like-minded peers. Food and refreshments will be provided for in-person events where a host venue is supporting. We are delighted to host this event in **London** on the **10th of March** with [Nearform ](https://nearform.com/)and [Tessl](https://tessl.io/) **Speakers and Sessions:** Speaker: ​Luke Philips-Sheard, Engineering Manager, Vercel Session: Luke will break down GPU performance optimisation and AI sandboxing. Drawing on experience in finance and high-growth environments, he’ll explore how to manage GPU resources, isolate workloads, and prevent performance bottlenecks in real systems. Speaker: ​Jack Foxabbott, Founding Member of Technical Staff, Stealth Startup Session: Jack will dive into Neural Kernel Search and the evolution of custom CUDA for non-standard architectures. A practical look at how low-level optimisation unlocks performance gains that frameworks alone can’t deliver. **Agenda (GMT /UK ):** * 18:00: Welcome and refreshments * 18:30: Introduction * 18:35: Speaker 1 * 19:10: Break * 19:20: Speaker 2 * 19:55: Close and Networking **Get Involved:** We are always keen to hear from: • Speakers — case studies, engineering deep dives, lessons learned, open-source talks • Hosts — organisations able to provide space for future meetups • Sponsors — support with refreshments, marketing, or accessibility If you would like to speak, sponsor, or host a future event, please get in touch with **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/)**[ ](https://www.linkedin.com/in/ethansumner404/)via LinkedIn. You can find our YouTube Channel **[here](https://www.youtube.com/@CommunityStackHQ)[.](https://www.youtube.com/@CommunityStackHQ)** This community forms part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)**[ ](https://www.meetup.com/pro/generative-ai-uk-community/)and follows the Community Stack [Code of Conduct](https://www.communitystack.io/code-of-conduct) and[ Privacy Policy](https://www.communitystack.io/privacy-policy) to ensure a respectful, inclusive, and welcoming environment for all attendees. By registering for this event, you agree to these terms.

Hello and welcome to the next GenAI UK Meetup #18. This event brings together engineers, practitioners, builders, and leaders working across cloud-native platforms, open-source ecosystems, Gen AI, Data and Agentic AI. Our meetups are friendly, welcoming, and community-driven; everyone is welcome, whether you’re experienced or just curious. This session will include practitioner talks, demos, Q&A, and time for networking with like-minded peers. Food and refreshments will be provided for in-person events where a host venue is supporting. We are delighted to host this event in **London** on the **10th of March** with [Nearform ](https://nearform.com/)and [Tessl](https://tessl.io/) **Speakers and Sessions:** Speaker: ​Luke Philips-Sheard, Engineering Manager, Vercel Session: Luke will break down GPU performance optimisation and AI sandboxing. Drawing on experience in finance and high-growth environments, he’ll explore how to manage GPU resources, isolate workloads, and prevent performance bottlenecks in real systems. Speaker: ​Jack Foxabbott, Founding Member of Technical Staff, Stealth Startup Session: Jack will dive into Neural Kernel Search and the evolution of custom CUDA for non-standard architectures. A practical look at how low-level optimisation unlocks performance gains that frameworks alone can’t deliver. **Agenda (GMT /UK ):** * 18:00: Welcome and refreshments * 18:30: Introduction * 18:35: Speaker 1 * 19:10: Break * 19:20: Speaker 2 * 19:55: Close and Networking **Get Involved:** We are always keen to hear from: • Speakers — case studies, engineering deep dives, lessons learned, open-source talks • Hosts — organisations able to provide space for future meetups • Sponsors — support with refreshments, marketing, or accessibility If you would like to speak, sponsor, or host a future event, please get in touch with **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/)**[ ](https://www.linkedin.com/in/ethansumner404/)via LinkedIn. You can find our YouTube Channel **[here](https://www.youtube.com/@CommunityStackHQ)[.](https://www.youtube.com/@CommunityStackHQ)** This community forms part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)**[ ](https://www.meetup.com/pro/generative-ai-uk-community/)and follows the Community Stack [Code of Conduct](https://www.communitystack.io/code-of-conduct) and[ Privacy Policy](https://www.communitystack.io/privacy-policy) to ensure a respectful, inclusive, and welcoming environment for all attendees. By registering for this event, you agree to these terms.

**When nothing happens: Bayesian approaches to testing for "no effect"** We are delighted to have Mircea Zloteanu for the first Bayesian Mixer of 2026, please register here: https://www.tickettailor.com/events/bayesianmixer/2066946 **Abstract:** Non-significant p-values do not constitute evidence for the absence of an effect, yet researchers often wish to make claims about “no difference.” Often this will lead to publications that make incorrect statements (i.e., claim no difference when the data is just uncertain) or even deter researchers from pursuing specific hypotheses or publish their work. This talk presents Bayesian alternatives for evaluating null results. First, I demonstrate Bayes Equivalence Tests for interval (composite) hypotheses. Second, I illustrate the default Bayesian t-test method relying on model comparison (using the JZS Bayes factor), showing how routine analyses can quantify evidence for or against a point null. Third, I introduce posterior-based equivalence testing using the Region of Practical Equivalence (ROPE) via bayestestR. Together, these approaches provide principled tools for publishing credible null findings. **Bio:** Mircea Zloteanu is a Lecturer in Psychology and Criminology at King’s College London, where his focus is on Research Methods and Statistics. He received his PhD in Experimental Psychology from University College London and has previously held posts at UCL, Teesside University, and Kingston University. His recent work focuses on meta-research, statistical methodology, and improving research practice, with particular emphasis on Bayesian methods, equivalence testing, and transparent reporting. Mircea is actively involved in the open science movement as UK Reproducibility Network Local Co-Lead and a member of ReproducibiliTea, promoting reproducible, rigorous, and cumulative psychological science.

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. 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)

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

**Our March pick is *God of the Woods* by Liz Moore.** **This month’s novel is an award-winning literary mystery that blends family drama with psychological suspense. It explores women’s voices and relationships while delivering an exciting, eerie, and deeply suspenseful story. The book is 576 pages in print or 14 hours and 35 minutes on audiobook.** Early morning, August 1975: a camp counselor discovers an empty bunk. Its occupant, Barbara Van Laar, has gone missing. Barbara isn’t just any thirteen-year-old: she’s the daughter of the family that owns the summer camp and employs most of the region’s residents. And this isn’t the first time a Van Laar child has disappeared. Barbara’s older brother similarly vanished fourteen years ago, never to be found. As a panicked search begins, a thrilling drama unfolds. Chasing down the layered secrets of the Van Laar family and the blue-collar community working in its shadow, Moore’s multi-threaded story invites readers into a rich and gripping dynasty of secrets and second chances. It is Liz Moore’s most ambitious and wide-reaching novel yet.

**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

A great movie deserves a great dinner! Join us after PROJECT HAIL MARY for another fun and tasty dinner at a CMG-favorite restaurant, FUGU SUSHI! RSVPs are limited for the dinner portion of this event! Here are complete details: FUGU SUSHI: Fugu Sushi offers a truly authentic experience that keeps customers (and the Movie Group) coming back for more. They offer an extensive menu with a delightful array of options and something for everyone! From their top-rated sushi, to tasty appetizers, soups, salads, bento boxes, tempura, delicious teriyaki dishes (including chicken, shrimp, salmon, tofu, vegetable and more), and vegetarian and vegan options, you’ll be certain to find something you love! MENU: https://www.fugusushicolumbus.com/menus RSVP: An RSVP here means you're signed up for the DINNER portion of this event. Seating is limited. If you also plan to join for the movie, please also RSVP in the separate event listing for the movie portion of this event. For the movie, we'll meet in the theater lobby at 2:10pm for the 2:30pm SuperScreen DLX showing. Advance ticket purchase for the movie is advised. Please RSVP in both events, if you plan to attend the movie and dinner. Look forward to seeing you there, Dan