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Friendly book group Please remember to change your RSVP if you can't make it so someone on the waitlist can take your slot. New books chosen by popular vote and read 2 months later. We look forward to seeing you there!

**Venue:** Riverbank House, 2 Swan Ln, London EC4R 3AD **Please note:** 1\. 🚨🚨🚨 A valid photo ID is required by building security\. 🚨🚨🚨 2\. This event follows the [NumFOCUS Code of Conduct](https://numfocus.org/code-of-conduct). Please familiarise yourself with it before attending. If your RSVP status says "You're going" you will be able to get in. No need to show your RSVP confirmation when signing in. If you can no longer make it, please unRSVP as soon as possible. **Code of Conduct:** This event follows the NumFOCUS Code of Conduct. Please get in touch with the organisers with any questions or concerns. As always, there will be free food and drinks, generously provided by our host, Man Group. **Main Talks** 1. [Robin Linacre](https://www.linkedin.com/in/robinlinacre/) - **Rapid deduplication and fuzzy matching of large datasets using Splink** This talk introduces Splink, a free and open source Python library for probabilistic record linkage and deduplication at scale. I’ll explain the core ideas behind the approach, show how it can be used in practice, and reflect on the opportunities of building open source tools from within the public sector. Data deduplication is a common data quality challenge: it arises whenever multiple records are collected about the same person, organisation, or entity without a shared unique identifier. This talk will introduce the core ideas behind probabilistic record linkage and show how Splink, a free and open source Python library developed at the UK Ministry of Justice, can be used to link and deduplicate large datasets quickly and accurately. I’ll cover the practical steps involved in training linkage models, using unsupervised learning, improving performance and accuracy, and visualising results and diagnostics. I’ll also touch on what it has been like to build and maintain open source tooling from within the UK public sector, and the opportunities this creates for solving problems at citizen scale. The talk is aimed at people with basic experience working with tabular data in Python, and assumes no prior knowledge of record linkage. 2. [Filip Makraduli](https://www.linkedin.com/in/filipmakraduli/) - **Small Model Inference Infrastructure: Lessons Beyond vLLM** Embedding models are evolving rapidly, from dense-only architectures, to hybrid dense+sparse (BGE-M3), multi-vector late interaction (ColBERT), and vision-language models (ColQwen2, SigLIP). Yet while LLM serving infrastructure is well-established (vLLM, SGLang), small model deployment still relies on inefficient single-model containers or custom-built systems. Production teams face a dilemma: deploy dozens of single-model containers with 5-10% GPU utilization, or invest months building complex multi-model infrastructure. This talk explains some of the key concepts of embedding inference and how it is different to LLM inference. 3. [Ian Ozsvald](https://www.linkedin.com/in/ianozsvald/) - **Build your own LLM, Live, with MicroGPT** Andrej Karpathy's MicroGPT is a single file no dependency mini GPT, you can run it live with me. We'll talk about how GPT works, we'll look at the code, we'll reflect on the Torch-based nanoGPT "big brother" and you'll end the talk with stronger intuitions about how our next best token guessing overlords are working. Plus you'll have a mini GPT running on your laptop in 200 lines of Python. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Logistics** * Doors open at **6.30 pm** (get there early as you'll need to sign in with building security). * Talks start at **7:00 pm**, with drinks afterwards from **9:00 pm** at The Banker (EC4). We have reduced capacity for this event, but there will be plenty of people to discuss data science questions with. Please unRSVP in good time if you realise you can't make it. We're limited by building security on the number of attendees, so please free up your place for your fellow community members. If you want me to trim lightning talks down to two or shorten any abstracts, say which ones.

**Welcome to Networx London** Founders, investors, and startup-minded professionals—this evening is for you. Ever wondered how startups actually get funded and how the right people connect behind the scenes? Join us for a focused yet relaxed networking evening bringing together **startup founders, angel investors, venture capitalists, and ambitious professionals** across London’s innovation ecosystem. Whether you’re building a startup, investing in early-stage opportunities, or exploring the world of venture capital, this is your space to meet the people shaping the future of business. 📍 **Venue: The Sycamore, Holborn** A modern, relaxed venue in central London, just steps from Holborn station. Perfect for after-work networking, drinks, and great conversations. 📅 **Event Schedule** **18:30 – 19:00** \| Welcome & Warm intro **19:00 – 19:30** \| Open Networking **19:30 – 21:30** \| Informal Networking \(no pitches\, no pressure\) 💡 **Why Attend?** Connect with startup founders, angel investors, venture capitalists, and ambitious professionals in a relaxed networking environment. Discover how real opportunities are created through conversations, collaborations, and connections between founders and investors. **Who Should Attend:** Startup founders, co-founders, entrepreneurs, angel investors, venture capital professionals, and startup operators, as well as professionals in finance, tech, and business interested in startups, early-stage investing, and London’s innovation ecosystem. **🎟 Tickets & Entry:** To avoid the venue getting overcrowded and ensure everyone enjoys an amazing night, we've introduced a small ticket price to keep things running smoothly. **Limited spots!** Register today and hit **Follow** for updates on future weekly events. 📸 **Event Photography** Please note that photos and videos may be taken for promotional purposes. **Instagram** 👉 [@networxldn](http://%5Bhttps//www.instagram.com/networxldn/%5D(https://www.instagram.com/networxldn/) "\[https://www.instagram.com/networxldn/\](https://www.instagram.com/networxldn/)") **WhatsApp**👉[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg](http://%5Bhttps//chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg%5D(https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg) "\[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg\](https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg)")

**Welcome to Networx London – Tax, Law, Governance & Compliance for Startups & Professionals!** Are you a startup founder, CEO, investor, or professional looking to navigate tax, legal, regulatory, and governance challenges? Join an engaging evening for innovators, leaders, and executives across industries. Whether you’re building a startup, managing corporate compliance, or exploring investment opportunities, this is your space to connect, share insights, and explore practical strategies in tax, law, governance, compliance, and risk management. 📍 **Venue: The Sycamore, Holborn** A modern, relaxed venue in central London, just steps from Holborn station. Perfect for after-work networking, drinks, and great conversations. 📅 **Event Schedule** **18:30 – 19:00** \| Welcome & Warm intro **19:00 – 19:30** \| Open Networking **19:30 – 21:30** \| Informal Networking \(no pitches\, no pressure\) 💡 **Why Attend?** Connect with founders, CEOs, investors, and finance or legal professionals in a focused setting. Gain practical insights on tax, law, governance, compliance, and risk. **Who Should Attend:** CEOs, founders, startup leaders, investors, and professionals in legal, compliance, and finance looking to connect and expand their network. **🎟 Tickets & Entry:** To avoid the venue getting overcrowded and ensure everyone enjoys an amazing night, we've introduced a small ticket price to keep things running smoothly. **Limited spots!** Register today and hit **Follow** for updates on future weekly events. 📸 **Event Photography** Please note that photos and videos may be taken for promotional purposes. **WhatsApp**👉[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg](http://%5Bhttps//chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg%5D(https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg) "\[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg\](https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg)")

*This event is supported by [languagecalendars.com](https://www.languagecalendars.com/)* Get **£5 off** their language calendars, posters & tees 👉 use code **HOLA5** or click this link: [https://www.languagecalendars.com/discount/HOLA5](https://www.languagecalendars.com/discount/HOLA5) **🌍 Connecting locals and internationals in London 🌍** Join us every Tuesday evening in Holborn for the London Language Exchange, where over 60 people gather each week to practice new languages, share cultures, and make new friends. See pics of our previous events on our [Instagram](https://www.instagram.com/babblelondon), and chat to other members who are coming via our [whatsapp group](https://languagexchanges.com/whatsapp/). **🙋 Who is this for?** All languages and levels are welcome, and we are inclusive of all ages, races, religions etc. Whether you're a polyglot, a beginner just starting with Duolingo Spanish, or you just want to come and socialise, you will be welcomed to our community of language learners and international friends. **🙌 What to Expect:** * **Language Practice:** Whether you’re fluent in Spanish, Italian, English, Arabic, Russian, Mandarin, or any other language, our hosts will help you connect with people who match your language interests. * **Friendly Hosts:** Our hosts will greet you at the entrance, give you a label where you can write the language(s) you speak and the ones you’d like to learn or practice. * **Inclusive Atmosphere:** We welcome all languages and levels, and make sure everyone feels comfortable—especially if you're coming alone! It’s a relaxed environment perfect for making new friends and practising languages at your own pace. * **Socialising:** Coming alone or with friends, this is a great opportunity to meet new people in the city. Unlike some other meetup ‘groups’, we do not fill our events with fake members, and you can check how many people attend each week via our [Instagram](https://www.instagram.com/babblelondon). **👋 How does it work?** * **Arrive!** No need to register, just come to our event any time between 7-9pm and our event host will welcome you. They will have an orange lanyard and will be sitting next to our sign. * **Write your ‘Language Label’.** Here you can write your name, the languages you are learning, and the languages you can help others with. * **Pay.** Our £1 event fee pays for our lovely event hosts and keeps the event going. Card only please. * **Get talking!** With the help of our host you will be able to find other people attending the event with compatible language interests - we are all very friendly and the majority of our attendees come alone, so there’s no need to worry about getting involved! **📌 Where are we?** We’re normally located in the downstairs room of The Penderel's Oak Pub, 283-288 High Holborn, London WC1V 7HP [https://g.co/kgs/57H1Wbr](https://g.co/kgs/57H1Wbr) However, always check the location on this meetup event and in our [WhatsApp Group](https://languagexchanges.com/whatsapp) just in case there is a change. **💡 Important Info:** Please disregard the attendee numbers shown on Meetup or Facebook. Because we meet at the same time and place every week, many regulars do not sign up beforehand, but we always have a great turnout, often exceeding 70 people. We also have many more participants who join through other platforms. **🔗 Connect With Us:** Stay updated by joining our WhatsApp and Facebook groups or following us on Instagram. You’ll get event updates and stay connected with the community! [https://linktr.ee/londonlanguageexchange](https://linktr.ee/londonlanguageexchange) **FAQ:** **Who is this for?** Anyone interested in languages, from complete beginners to fluent speakers! We welcome all levels and languages. **Do I need to sign up?** You don’t need to sign up, but feel free to join our WhatsApp group for updates and announcements. **Can I come alone?** Absolutely! Many people come solo, and it’s a great way to meet new friends in a relaxed environment. **How does the event work?** When you arrive, you’ll get a sticker to write your native language and the one(s) you’d like to practice. Our hosts will help you find people to chat with based on your preferences. **What if I don’t speak multiple languages?** No problem! Whether you’re fluent or just starting out with a new language, everyone is welcome. **More Questions?** Check out our [full FAQ here](https://languagexchanges.com/what-is-a-language-exchange/) **💛 WHAT THEY SAY** **🗣** “It's so great that people are very friendly and nice here. I practised my English speaking and listening.” - Gerome 🗣 “The language exchange events are a really great way not just to practise languages but also to meet new people in your area. I’ve made many local friends since I moved to the area” - Monika 🗣 “Everything was perfect. The host was so friendly and wonderful!” - Mojtaba 🗣 "It was a lovely language exchange, with lovely people. I practised so much German!" - Sara **About Languagexchanges:** We started in Leeds back in 2014 with the desire to provide a welcoming space that brings people together from all different walks of life, with a shared love of learning languages and culture. We now have communities across the UK including Birmingham, Bristol, Edinburgh, Glasgow, Leeds, London, Liverpool, Manchester, Newcastle, Sheffield and York - [see all our locations.](https://languagexchanges.com/product-category/events/) 👔 Interested in working with us? [https://languagexchanges.com/work-with-us/](https://languagexchanges.com/work-with-us/) ✍️ Feedback form: [https://languagexchanges.com/events-feedback](https://languagexchanges.com/events-feedback) 📩 Email: [info@languagexchanges.com](mailto:info@languagexchanges.com)

**Welcome to Networx London!** Are you a finance, banking, investment, or fintech professional looking to grow your network? Join an engaging evening for leaders, innovators, and executives across industries. Whether you’re a CEO, founder, investor, or business professional, this is your space to connect, share insights, and spark new opportunities in finance, corporate banking, risk, and investment management. 📍 **Venue: The Sycamore, Holborn** A modern, relaxed venue in central London, just steps from Holborn station. Perfect for after-work networking, drinks, and great conversations. 📅 **Event Schedule** **18:30 – 19:00** \| Welcome & Warm intro **19:00 – 19:30** \| Open Networking **19:30 – 21:30** \| Informal Networking \(no pitches\, no pressure\) 💡 **Why Attend?** Connect with professionals in finance, banking, investment, and fintech in a focused networking setting. Share insights, explore opportunities, and meet people driving innovation across the industry. **Who Should Attend:** CEOs, founders, co-founders, finance and banking professionals, investment managers, fintech professionals, investors, and business leaders looking to expand their network and connect with industry peers and innovators. **🎟 Tickets & Entry:** To avoid the venue getting overcrowded and ensure everyone enjoys an amazing night, we've introduced a small ticket price to keep things running smoothly. **Limited spots!** Register today and hit **Follow** for updates on future weekly events. 📸 **Event Photography** Please note that photos and videos may be taken for promotional purposes. **Instagram** 👉 [@networxldn](http://%5Bhttps//www.instagram.com/networxldn/%5D(https://www.instagram.com/networxldn/) "\[https://www.instagram.com/networxldn/\](https://www.instagram.com/networxldn/)") **WhatsApp**👉[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg](http://%5Bhttps//chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg%5D(https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg) "\[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg\](https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg)")

2nd Sunday of every month, join us for a relaxed and fun language exchange, where meaningful conversations flow as freely as delicious coffee and tea! This isn't just practice; it's **accelerated progress** in a supportive setting, designed to quickly boost your **Mandarin, Cantonese and English** skills. **How We Make It Effective & Enjoyable:** * **Perfect Groupings:** We carefully match you with native speakers and learners at a similar level, ensuring comfortable and productive conversation practice. * **Forget awkward silences!** We provide fun, engaging discussion topics to spark lively chats and keep the conversation flowing. * **Maximise Your Practice:** Rotate between groups if you wish to connect with more people and strengthen your conversation skills! * **Expert Support:** Our experienced tutor is always on hand to help. 👌 **All levels welcome!** Native speakers and learners alike. 💛 Please support the cafe by buying a drink or snack while you are here - they've kindly let us use the space. We can't wait to welcome you! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Take your Mandarin beyond the exchange.** 🤝 If you’re looking for a bit more structure to go along with your conversation practice, let’s chat! We're offering **complimentary 1-on-1 advice sessions** to help you find the perfect learning path. Get a professional assessment of your level so you can study with confidence. **No commitment** required. [Book your Free Session](https://eu.bigin.online/org20070515371/bookings/course-advice) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **China Unbound** is the best place to learn practical Chinese for adults. While most schools prioritise grammar and writing, China Unbound empowers you to confidently communicate in Chinese in real-world situations. Join us and discover a fun, fast, and personalised way to master Chinese! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🤘 FAQs:** **I'm learning Chinese, are the sessions suitable for beginners?** Yes! Come and speak as much or as little as you like, or just come and listen! There is no pressure! **Are there any discounts for Chinese lessons for members?** Yes, you can use code MEETUP10 for your exclusive £10 discount on our [Chinese courses](https://china-unbound.co.uk/personal/) site-wide! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 每个月的第二个星期天，来加入我们，享受一场轻松又有趣的语言交流体验！在茶香与咖啡的陪伴下，开启一场自然流畅、充满收获的双语对话。 这不仅仅是练习，而是一种更快提升你英语水平的高效方式。我们为你打造一个轻松友好、真正有用的语言环境，让你的口语交流能力飞速进步！ **我们如何让语言交换高效又好玩：** * **精准匹配，聊天不尴尬**：我们用心将你和母语者或相近水平的学习者配对，确保每一次对话都轻松自在又高效实用。 * **话题有趣，轻松破冰**：拒绝冷场！我们提前准备了有趣又实用的聊天话题，让你一开口就停不下来，交流自然顺畅。 * **灵活轮换，提升更全面**：想多练一点？欢迎自由选择是否换组，认识更多人、接触不同语言风格，快速提升真实沟通能力。 * **专业老师现场支持**：我们的资深语言导师会在现场提供实时帮助，确保你在交流中不断进步、有信心开口！ **活动详情：** 🗓️ **时间**：每月第二个星期日 ⏰ **时段**：下午 2:30 - 4:30 💰 **费用**：免费参加 不只是练语言，这里还有文化的碰撞、朋友的陪伴和成长的喜悦。现在就来加入我们，开启你的高效交流之旅吧！ **🤘 常见问题解答：** **我最后会不会一直说中文而一无所获？** -不会，因为我们的“快速聊天”模式鼓励大家用中/英文交换来交流。 **会员有折扣吗？** 有，欢迎你跟你学中文的朋友分享代码**Meetup10**，他们会获得10镑的独家折扣！

Alt Ladies go back to the 90's with Type Of Negative (a tribute band of Type O Negative) supported by Robbed Zombie (a tribute band of Rob Zombie and White Zombie) at the New Cross Inn. Tickets are £13.20 from Dice. We will be meeting inside the New Cross Inn at 6pm when the doors open. There is a seated pub area downstairs also - we will update the whatsapp group and this meetup comments section with where we are when we get there. It is a small venue so you should be able to spot us. This is a mixed event, guests welcome! If you would like to join the Whatsapp group, please message an organiser.

Please read the full description! **Spanish Conversational Club** **Club de conversación en ESPAÑOL** **How does it work?** The Spanglish club is for all people wanting to improve their Spanish outside of a class room. Depending on numbers, there are going to be groups of max 6 people, the groups will be Beginners (A2), Intermediate and Advance. Each group will have a Spanish native speaker who can help you with your Spanish :) We will first meet our table amig@s and socialise, then we will make a fun and interesting activity for you to have a better Spanish speaking experience. Please book only if you are 100% sure to attend as there will be other Spanglishers waiting for you. **Where? Time?** Royal Festival Hall Riverside Bar Southbank Centre, Belvedere Rd, London SE1 8XX 19:30 to 21:00 **Google Maps:** **[https://maps.app.goo.gl/8ZY6zDymAM7M6Lju5](https://maps.app.goo.gl/8ZY6zDymAM7M6Lju5)** **Note:** We will be at the front of the Riverside Bar. Although, this might change depending on tables’ availability. Please look for Spanglish Flag/t-shirt or simply call us +447870776718. We don’t have a private area, we’ll be at a public space. There will be public noise. You can join the **Whatsapp [https://chat.whatsapp.com/LSUpj7m1tCZ2Vj86dmJR76](https://chat.whatsapp.com/LSUpj7m1tCZ2Vj86dmJR76)** for the latest updates. **How much does it cost?** £10 Your attendance is confirmed once you have booked in this website and paid in our online store. Store: **[https://www.spanglish-lc.com/page/events](https://www.spanglish-lc.com/page/events)** FREE for Native Spanish Speakers. Únete! No pagas por el evento :D **Why should I come?** You should come if you want to be immersed in a Spanish conversation with native speakers for 90 mins and more! You should also come if you want to make new friends and learn about different cultures at the same time. **Can we have a drink during the session?** Of course, it is all about feeling comfortable and we all know that a drink help us with fluency, there is a coffee shop and a bar at the center. **Can I suggest topics or just make an open suggestion?** Of course, just bring your suggestions to the session or send us an email. Your event planner will ensure your suggestion has the right execution. We are here to help and provide you guys with the best environment possible for you to have fun and improve your Spanish speaking. **Note:** This event is not suggested for beginners A1 Zero Spanish learners. Please get in touch if you need some lessons. **Suggestions or Qs** Just drop me a WhatsApp, message or email. Our events are advertised on different platforms. For this event we expect around 20 people. **[Whatsapp](https://wa.me/message/VHD2GRUCYYBDP1),** Calls or MSNs **[+447870776718](https://wa.me/message/VHD2GRUCYYBDP1)** **Instagram** and **Facebook** as **[@spanglishlc](https://www.instagram.com/spanglishlc/)** We have more events and great teachers to enhance your learning, check all our **[events](https://www.spanglish-lc.com/events), [courses](https://www.spanglish-lc.com/learning)**[ ](https://www.spanglish-lc.com/learning)and **[teachers.](https://www.spanglish-lc.com/learning)**

**Unleash Your Voice at Society Speakers** > **Next Session: Wed 6th May \| 7PM \| Oxford St\, London** Whether you're pitching investors, cracking jokes at open mics, or giving a toast that doesn’t tank—**public speaking is your secret weapon**. And the only way to master it? Practice. (And ideally, not alone.) At **Society Speakers**, we give you the mic—and the *confidence* to own it. **Here’s what goes down:** * 3 prepared speeches (5–7 mins) * Lightning-round impromptu speeches (1–2 mins) * Constructive, empowering feedback * Laughs, insights, and mic-drop moments **As a guest:** You can chill and observe—or jump in with a mini speech if you're feeling spicy. **When & Where** Every 1st and 3rd Wednesday 7PM (doors), 7:10PM (kick-off) 📍 Speak Up London, 139 Oxford St, London W1D 2JA 🍻 **Afterglow** We wrap at 9PM and head to the pub for drinks and debriefs. Great convos, zero pressure.

**FREE FOR MEMBERS, REGISTER WHEN YOU ARRIVE!** English conversation group for non-native speakers. Join us for 1 hr 30 minutes of varied, interactive, fun and creative English conversation practice. This is a free group which runs from 2 to 3:30 p.m. every Wednesday at Living Room Club Glendale Grove. You will have the opportunity to meet new people, build friendships and improve your spoken English. For further details contact Neide at 07585 560 345

PLEASE READ the event information below 👇 Welcome to the Highest Rated International Language Exchange group in London🏆 with 1600+ reviews rated 5 stars ⭐⭐⭐⭐⭐ Join us every **Friday** for our weekend global language exchange and social 😊🍻🥂 TO ATTEND THIS EVENT YOU **MUST**👇👇 🔘 Have your Meetup confirmation visible on your phone when you arrive. 🔘 BEFORE buying your drinks, collect & wear your badge as soon as you arrive. 🔘Pay the £2 event fee. The event starts at 7pm. **The event fee is £6 if you arrive after 8:30pm** Start meeting the community and having fun...lots of fun! [www.languages.london](www.languages.london) 🇬🇧🇪🇸🇫🇷🇯🇵🇮🇹🇩🇪🇮🇳🇨🇳🇧🇷🇰🇷🇪🇬🇭🇰🇺🇸🇨🇴🇺🇦🇹🇷🇷🇺🇦🇺 WHEN & WHERE We're returning to The Craft Beer Co, St Mary Axe.** **Address: 29-31 Mitre Street, London, EC3A 5BU** [https://maps.app.goo.gl/49HnHGap8hQMbQNWA](https://maps.app.goo.gl/49HnHGap8hQMbQNWA) **HOW WE DO IT** It's simple .... 🔘When you arrive please collect your personalised language badge from us. We'll be waiting to give you a warm welcome 😃 🔘Please wear your badge during the event and always return it before you leave ♻️ You're expected to buy something from the bar to support the venue, who kindly offer us a dedicated space. 🇵🇱🇹🇼🇲🇽🇻🇳🇧🇬🇵🇸🇸🇪🇮🇱🇨🇦🇳🇱🇿🇦🇭🇺🇹🇭🇵🇪🇧🇴🇳🇬🇳🇿🇨🇭 **WHO** Languages in London events are organised for our community - being social, making new friends, building cultural bridges and always very relaxed. We have the largest number of languages and countries represented in our weekly language exchange and social events in London. This is **not** a dating event. Our events are open to Internationals, Locals, Expats, Students, Travellers...Everyone! Are you an 18 to 24 year old? Come and explore our events. Our events are for a truly global community and citizens from around the 🌎 It's your international language hub in London 💂 Is this the Intercambio you've been looking for? Want to practice your ingles, espanol , francais, italiano, Deutsch, portugues or other European languages? Asian languages ? Or maybe prefer to only speak English.... that's just fine. **All languages and all fluency levels are welcome** Spread the word...Bring your friends, colleagues and family 💚 The creator and organiser of **Languages in London - Girish**, will always be visible at the event and there to support you and help with introductions, if you prefer. We want to remain the BEST language events group in London, being the biggest isn't our focus. These are real events with real people. We don't fill our events with inflated numbers and fictitious attendees 👻 **Inactive community members and those that "no-show" at our events are regularly removed from our group.** **LANGUAGES** Here's a selection of some of the languages that our community speak or have been practicing ... English, Spanish (incl Latin American), French, Italian, Portuguese (incl Brazilian), German, Japanese, Chinese (Mandarin & Cantonese), Russian, Korean, Hindi, Turkish, Arabic, Ukrainian, Polish, Hebrew, Swedish, Bulgarian, Vietnamese, Hungarian, Bengali, Dutch, Catalan, Farsi, Greek, Urdu, Welsh, Romanian, Norwegian, Czech, Slovakian, Estonian, Danish, Finnish, Turkmen, Latvian, Lithuanian, Nepali, Yoruba, Filipino, Thai, Albanian, Croatian, Serbian, Ebo, Afrikaans, Tamazight, Tagalog, Creole, Malagasy, Mongolian, Tok Pisin and more... you get the idea! 🇷🇴🇬🇹🇨🇿🇳🇴🇩🇰🇫🇮🇨🇾🇺🇾🇪🇬🇧🇬🇦🇷🇰🇪🇱🇰🇲🇦🇹🇳🇩🇿🇸🇬🇲🇾 **SUSTAINABLE** 🌎🌳 Like you, we really care about our planet. We don't like single use paper name tags, stickers or wristbands as they can't be reused or recycled and can even damage your clothing ☹️ The Solution? ...Our personalised and completely reusable Languages in London badges! 🏆👍 So, please make sure you return your badge to us, before you leave the event. We'll sanitise it (anti bacterial & disinfectant cleaners) and use it again & again & again. Thanks for helping us do the right thing and keep our costs down🙏 **SAFE SPACE FOR EVERYONE** 👮‍♂️ We don't tolerate prejudice or harassment of any kind, at any time. Be polite and respectful to everyone else and they will reciprocate. Let's keep the space safe, welcoming for everyone and free of any political agendas. Please report any concerns to the Organiser immediately. Please look after your belongings, the venue is a public place. We may take photos or video at the event for future promotional use. Let us know if you'd rather not be included, we respect your choice 📸 **SPREAD THE WORD** 🗣️💬 If you enjoy our events, please tell your friends and colleagues and help us grow **your** community, thank you ♥️ Join our community - [https://www.languages.london/](https://www.languages.london/) We're looking forward to welcoming you at Languages in London 😊👋 🇲🇰🇳🇵🇧🇩🇵🇭🇦🇪🇦🇱🇧🇪🇮🇪🇰🇿🇱🇦🇯🇴🇱🇹🇱🇻🇪🇪🇰🇭🇨🇱🇲🇳🇨🇺

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

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

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We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

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