Natural Language Processing

**🏁 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.**

Writers, learn more about writing fiction well through our constructive feedback, comradery and lively discussion. You'll be amazed at what you can learn by listening, and sharing your own words once you feel ready. No pressure. In our regular feedback workshops, we have three writers sharing a sample of their writing for immediate feedback, advice and encouragement. Critique is led and moderated by your host Lisa Goll. Listening to the writing of others and the feedback their piece receives on the night is how we learn. We've been running these sessions since 2010 and there's a reason they fill up so fast! Usually, our workshops are limited to a group of 15 writers in total. Three reading; the rest listening, commenting and giving feedback. For people reading, pieces must be **3,500 words or less** as you'll have about 45mins for reading and discussion on your excerpt from around the table. Most people bring 3,500 words from their novel or a short story of all genres and styles. If you'd like to read, please **post a comment below**. ***You must have booked your place before making a request to read.*** If you are reading, **please bring enough printed copies (at least 10)** of your pages so members can make additional feedback/editing notes for you during the reading. All copies will be returned to you after the feedback has concluded. New members are always welcome in these groups. Most people come along to a few sessions before offering feedback, commenting or requesting to read but it's up to you. If you want to read right away, great, but if you want to come along and see how we roll first, that makes sense too. Again, you'll be surprised by how much you can learn from others by listening to the pieces and their feedback. After the workshop, most of us head to the bar for a social drink or two and extended conversation about the highs and woes of writing. **TICKETS:** £18.00 and please follow the steps to pay via PayPal when you RSVP. Ticket price pays for workshop fees, planning, hosting and organising which involve time and effort. A community of 4,500+ writers takes time to manage. PLEASE NOTE: Refunds or credits will only be provided if the workshop is cancelled by us. We cannot offer refunds or credit for another session if you decide not to attend on the day. **Please change your RSVP if you no longer plan to attend.** We often have people on the waiting list and we'd hate for others to miss out. Location: **The Sutton Arms EC1,** 6 Carthusian St, Barbican, London EC1M 6EB. Closest stations are Barbican, Farringdon and Moorgate. Use the official Meetup app to update your RSVPs, check what's on and last-minute notifications about our events as they happen to your phone. [Download it now](https://www.meetup.com/apps/). These workshops are hosted by me - Lisa Goll, Boss Lady at London Writers' Cafe - I'm a publishing professional with more than twenty years of working within the publishing industry. Added to that, I've been leading LWC workshops for writers since 2010 too. See more about [me on LinkedIn](https://www.linkedin.com/in/lisagoll/) or Insta me @LisasShare @LondonWritersCafe Question? Post a comment below.

**Hello there!** Are you learning English as a second language and looking for an opportunity to practise your English? Interested in **free, in-person lessons**? We’ve got you covered! Here at **Stafford House London**, 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**. For more information, please email us at \*\*[teachertraining@staffordhouse.com**.](http://teachertraining@staffordhouse.com%2A%2A./) Please see the **updated** details below! 🕑 **When:** From **26th Jan** \- 8th April 2026 \(12 weeks\) ➡️Mondays and Wednesdays 6:30 pm - 8:30 pm 📍 **Where:** Stafford House London, 2 Southampton Place, WC1A 2DA (just 2 minutes from Holborn Station) 📚 **Level:** **\- Pre\-Intermediate \(A2\) \- Mondays** **\- Upper\-Intermediate \(B2\) \- Wednesdays** 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.* We look forward to seeing you all very soon!

This is our regular club meeting with prepared speeches, speech evaluations and "Table Topics" - a chance to practice impromptu speaking. Please arrive from 6:35pm for a prompt 6:45pm start. **Guests are always welcome and it's completely free**, but we do request that you buy drinks at the bar on arrival and during the break to support the venue. ABOUT BLOOMSBURY SPEAKERS Hello! Bloomsbury Speakers is a fun and friendly Toastmasters club near Farringdon in central London. We meet twice a month to improve our communication and public speaking skills by practising in a safe and supportive environment. New guests are always welcome and it's completely free. No need to book in advance (other than to receive a helpful reminder) - just show up on the evening! TYPICAL MEETING AGENDA A typical meeting agenda is as follows: 6:35 Doors open - meet and greet 6:45 Welcome from Club President 6:50 Introductions from Toastmaster and other meeting roles 7:00 Prepared Speeches (from club members) 7:40 Guest Introductions (a quick hello from the guests) Short break for refreshments 8:00 Speech Evaluations (of earlier speeches) 8:15 Table Topics (impromptu speeches of 1-2 minutes each) 8:35 Table Topics Evaluations 8:40 Reports and General Evaluation (of the meeting) 8:55 Awards (best speech, best evaluator, etc.) and announcements 9:00 Meeting close - retire to the bar! COME ALONG TO FIND OUT MORE! Visit our website for more information: https://www.bloomsburyspeakers.org.uk Toastmasters has helped thousands of people overcome nerves and improve their speaking confidence. Come along and find out how! Find your voice at #BloombsurySpeakers!

**Hello there!** Are you learning English as a second language and looking for an opportunity to practise your English? Interested in **free, in-person lessons**? We’ve got you covered! Here at **Stafford House London**, 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**. For more information, please email us at \*\*[teachertraining@staffordhouse.com**.](http://teachertraining@staffordhouse.com%2A%2A./) Please see the **updated** details below! 🕑 **When:** From **26th Jan** - **8th April 2026** (12 weeks) ➡️Mondays and Wednesdays 6:30 pm - 8:30 pm 📍 **Where:** Stafford House London, 2 Southampton Place, WC1A 2DA (just 2 minutes from Holborn Station) 📚 **Level: Both levels available on Mon & Wed** **\- 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.* We look forward to seeing you all very soon!

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

Discover tango in a truly magical setting at St Matthew’s Church. An open-level class where music, movement and connection meet. No partner needed — just curiosity and a desire to dance. Come explore tango beyond steps, in a warm, welcoming space where the embrace leads the way.

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.

Hi Everyone, The next Euroclub Spanish / English language exchange will be on **Sunday 15 March from 4 p.m.** at Blooms cafe, Royal National Hotel, 38-51 Bedford Way, London WC1H 0DG. Blooms cafe is behind the courtyard of the London Pub which is at 39 Woburn Place, close to Russell Square tube station. The group will normally be inside the cafe at the far side from the entrance. Newcomers welcome! Please note that though it is free to attend this meeting you need to buy a drink from the bar. We speak Spanish for the first hour and then English. At least 1 hour of practice with native speakers (You need to be comfortable talking in spanish for this event as we talk for an hour in each language. Not suitable for beginners). Spanish native speakers particularly welcome. This is a FREE event organised by EuroClub. If you are a Spanish native speaker living outside the UK (or in the UK) you can join in our online Spanish-english exchanges or English conversation evenings on Zoom. For more info on online exchanges send a text or Whatsapp to Ray on +447760231383

Come and join us for a coffee/tea and chat as we discuss what’s hype and what’s real as well as how analytics helps us fight human trafficking. All Food and drink must be paid for as you consume it. A minimum of a drink must be orders can be water soft drink or coffe/tea etc excellent cocktails available.

Product Is… is BACK! After a break since April last year, we're excited to return in 2026 with lots of really interesting new themes and discussions to be had. Let's start with one. Here's the thing: you've been learning to write better prompts. But what if the prompt is the easy bit? What if context is where all the real work lives - and what if product people are the only ones who know how to do it properly? Will Chan, Senior Product Manager at Risk Ledger and organiser of the AI Signals meetup, will lead us through why context engineering might be the most important skill you're not thinking about. This event will be at Synechron's office on the seventh floor, 95 Gresham Street, London, EC2V 7NA. A massive thank you to Synechron for providing the venue. Doors open at 6:30 PM, we kick off at 7:00 PM, and wrap up by 8:30 PM. Drinks and snacks will be provided. Come ready for proper discussion, new connections, and ideas worth thinking about. \-\-\- THE THEME \- PRODUCT IS\.\.\. PROMPT AND CONTEXT ENGINEERING \-\-\- For product managers, designers, and researchers, context is everything. Context is the currency that sets product people apart from other disciplines like development or commercial teams. Product professionals need to understand the widest range of contexts - from users to business to implementation. As AI tools become embedded in our work, something interesting is emerging. To create effective prompts, context has to be injected accurately. But here's where things get fascinating - you may need to create prompts to create context to create prompts. It's turtles all the way down. The more time you spend using AI in products, the more you find yourself going back in your process. You're creating prompts for the final prompt, for the output you need to be as effective as possible. You might spend longer creating the prompt than doing the work itself. Join us as we explore what context engineering means for product people. How do you manage context in a rapidly changing world? What does this look like in a qualitative world where product people live in the grey area? Is context engineering the right term, or is it something else entirely? These are the questions we'll be tackling together. \-\-\- THE SPEAKER \- WILL CHAN \-\-\- Will is a Senior Product Manager at Risk Ledger and organiser of the AI Signals meetup. With over 10 years of experience building and scaling SaaS products in regulated, data-heavy environments, Will specialises in taking complex problems and turning them into products that drive measurable outcomes. Across legaltech, telecoms, workforce management, and retail media, Will has led discovery through delivery for AI and automation initiatives, improving adoption, containment, conversion, and operational efficiency at scale. Most recently, he's owned AI strategy and delivery for customer-facing platforms, doubling feature adoption and embedding AI safely into real workflows rather than demos or prototypes. Alongside delivery, Will enjoys developing product talent. He's coached PMs, shaped product playbooks, and led teams through clearer discovery, prioritisation, and execution practices. Will is passionate about practical AI application and real customer impact over hype. \-\-\-\-\-\-\-\- ABOUT 'PRODUCT IS\.\.\.' \-\-\-\-\-\-\-\- PMs, UX & UI designers, user researchers, developers - you like to dream big when it comes to digital products… Now it's time share your perspective! 'Product is…' grounds itself in informed, knowledgeable context and healthy conversation - vital ingredients to tech success. One keynote speaker sets the tone on a theme of less travelled subject matter before all attendees add their perspective during the second half of round table-style discussion. Don't expect standard tech meetup fare like "How to improve your CV/Portfolio for that dream job at Facebook" or "How this new framework/approach will improve your workflow" - this meetup is food for the mind, but also a place to meet like-minded big-thinkers! We welcome everyone who works in tech - EVERYONE has a valuable perspective that we learn from. \-\-\-\-\-\-\-\- WHY WE CHARGE FOR TICKETS \-\-\-\-\-\-\-\- We do not aim to make a profit from this meetup, our goal is to create healthy and interesting conversations, meet new people and make new connections. Speakers and the organising team give up their time free of charge to ensure the events are enjoyable for all. A small charge is required for attendance - this allows the organisation team to cover overheads, including the Meetup.com subscription, plus food and drink for the evening.

Let's grab some coffee/food and share a morning chat! The East Market has an ample parking lot and outdoor and indoor seating. Grab a cup of coffee from Winston's Coffee & Waffles or on your way to East Market and meet us on the second floor - table behind or east of the elevator. Per what this group is about: "Everyone is welcome! International transplants to Columbus who want to improve language skills, Columbus residents who want to discuss international travel and culture, and anyone who enjoys getting together for good conversations."

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

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.

Hey Everyone! Let's meet at Belle's Bread Bakery and Cafe. There is lots of free parking and easy access to the cafe and many shops and restaurants as well. This is a great way to meet new and old friends while chatting about life and practicing English language speaking skills. All are welcome and encouraged to join us anytime between 11am and 1pm. Looking forward to seeing you soon.

**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

Free at Bexley Library Adventures in Ecological Horticulture with Rebecca McMackin Wednesday, March 18 1:00pm - 2:30pm Gone are the days when a garden could be ornamental alone. We now recognize the impact that our land care practices have on the ecosystems around us, and can see the importance of encouraging biodiversity. Thankfully, we do not need to sacrifice beauty when we invite butterflies and songbirds into our gardens. Rebecca McMackin has cultivated gorgeous landscapes in the toughest environments possible: urban parks, school playgrounds, and the sidewalks of New York City. She will take lessons from her work at Brooklyn Bridge Park, the Brooklyn Museum, and decades of research to share how those of us who are fortunate enough to care for land, can do it beautifully and ecologically. Rebecca McMackin is an ecologically obsessed horticulturist and garden designer. She writes, lectures, and teaches on ecological landscape management and pollination ecology, as well as designs the rare public garden. She is currently Lead Horticulturist for the American Horticultural Society, an Associate with the Harvard Divinity School’s Thinking with Plants and Fungi Initiative, and Consulting Arboretum Curator for Woodlawn Cemetery in the Bronx, NY. Rebecca spent a decade as Director of Horticulture of Brooklyn Bridge Park, where she managed 85 acres of diverse parkland organically. Their research into cultivating urban biodiversity and ethical management strategies has influenced thousands of people and entire urban parks systems to adopt similar approaches. She has been published by and featured in the New York Times, Gardens Illustrated, on NPR and PBS. Her garden for the Brooklyn Museum recently won the PPA’s Award of Excellence and her TED Talk has been viewed over a million times. She holds M.Sc. from Columbia University and University of Victoria in landscape design and biology and recently completed the Loeb Fellowship at the Harvard Graduate School of Design. This program is presented in partnership with Rooted in Bexley and generously funded by the Bexley Community Foundation and Bexley Community Author Series Fund.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.