Quantum Algorithms

A Rabble session is 1 hour of fun and social team games. Each game disguises high-intensity intervals within the rules, giving you an effective, all-body workout without even realising it. We play a bunch of different games at each session (like British Bulldog, Capture the Flag, Dodgeball, Frisbee and many more), and every class is different. Sessions are open to all, no matter your sporting ability. Each game is explained before we start, so there's no need to have played any of the games before. Come solo or bring friends! And stay at the end for the social part! Who knew getting fit could be this fun? **HOW 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! *** We play every: * Monday in Finsbury Park (19:00 - 20:00) * Tuesday in Shoreditch Park (19:00 - 20:00) * Wednesdays 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. Sign up at: [https://joinrabble.com/locations/london/](https://joinrabble.com/locations/london/) **Love Rabble**

Welcome to SQUAD Advanced Volleyball sessions. PLEASE READ: Level: Advanced/Upper Intermediate only. (Players MUST know the 5-1 rotation system and positions and have strong all-round skills) We meet at Bacon's College Sports Centre in Canada Water for fun but competitive volleyball! Cost: £ 12 per session Maximum Capacity: 14 players. Attitude: Positive and friendly atmosphere Please NOTE: you might be asked to leave the session if your level isn't up to the standard of ADVANCED Book your place ASAP and any question please contact us here or via our Facebook page. https://www.facebook.com/S.Q.U.A.D.VC/

**Picture Hunt Meetup:** **Please note the 1.30pm start.** Oxford Circus tube exit 8 in Argyll St outside the Argyll Arms. Picture Hunt length: 270 metres. Quiz Finish: O’Neils Carnaby St. Oxford Circus nearest Tube. Although the famous *Carnaby Street* became known worldwide for its influence on ***‘Sixties’*** London – it does have an interesting history that dates back centuries before that. Before the street was built, a windmill used to stand on the land where *Carnaby Street* is today. The land surrounding *Carnaby Street* as we know it today – was once the location for ***‘Pest Houses’***, where victims of the ***Great Plague*** of the ***1660’s*** were cared for – treated and buried in pits when they eventually passed away. *Carnaby Street* as we known it today was initially laid out as a street in ***1682*** by a local bricklayer names *Richard Tyler*. The street took its name from the first house built on the street – ***‘Karnaby House’***. The \*\*\*Shakespeare’s Head \*\*\*pub halfway down *Carnaby Street* – was once owned by direct relatives of the great playwright ***William Shakespeare***. In the late ***1700’s*** the very first female butchers operated from *Carnaby Street*. ------------------------------------- Picture Hunts are a great new way to get up to speed with slices of London history while sleuthing around the area. Everyone is presented with twenty partial photos of objects around an area. Your team mission is to find them. Some well known, some well unknown! This makes Picture Hunts more interesting and challenging, bringing out the best of your teams detecting skills. You will also have a map of the area. It will be sub-divided into four sections, P, Q, R, S. Each photo will come from one of these. 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 15-20 points mark. How many players do you want in your team? There's a dilemma! The clipboard holder enters one of the letters to note its area location. Dead simple, right? 90 minutes to do the hunt. We have the usual prizes of chocolate, including some great new varieties. There is also an equal prize for the funniest team name judged by Sue, my glamorous assistant. Names win prizes too! So there’s everything to play for. We mark up at the quiz finish point. Hunts are good fun and the proven experience so far is that members get to know each other better after working in teams as you all have to communicate. Great icebreakers. This is what Meetup is all about. Come and join us. **There is a £7 cash/card charge for this event. Pay on the day.** Contact number on the day is 07422334411 if your transport is delayed. **If you can’t make it, please cancel using the “Edit RSVP” button. Your consideration is greatly appreciated.** .

The world is in crisis and many people think we've gone past the tipping point and the planet is doomed. However, there are those who have hope and faith in science that some can survive the polycrisis and get to live in a sustainable society and planet. But there's a problem... **There's no clear vision of what a sustainable society and planet should be**, and without that destination, how can we set out on the journey to get there? Please join like-minded people to discuss this. We'll agree an agenda at the start of the meeting. Bring an open mind, suggestions and perhaps a pad of paper. **Here are some topics to be covered.** Please use the comments/chat to suggest other areas for consideration *Depending on the mood of attendees, the frequency of further meetups can be agreed.* **WHAT DO WE WANT A SUSTAINABLE SOCIETY AND PLANET TO LOOK AND FEEL LIKE?** · A planet with clean atmosphere, oceans and soil with systems in place to keep them that way · The abolition of poverty and hunger · Equality of opportunity for all to achieve a peaceful and contented life without fear of physical or other violence · Access to healthcare, hygiene and sanitation for all · Access to quality education for all · A more responsible system of financial structures which embraces the best of co-operative production, capitalism and other systems · A safe justice system for all · Societies which respect for the diversity of opinion, ethnicity, sexuality, religion · Respect for the natural resources and fragility of Planet Earth and their finite capacity · Societies where the more fortunate, stronger and healthier help those less strong, less fortunate or less healthy. · Peaceful co-existence between the varying communities of the planet **What Freedoms ?** · Freedom to travel anywhere · Freedom to worship (should there be limitation such as worship should not be based on destroying the existing system…??) · Freedom from violence · Freedom from hate · Freedom from poverty (how define?) · Freedom of speech · Freedom from anxiety about the future · Freedom from concentration of power · Freedom to preserve culture and arts · Freedom to make decisions about one’s body · Freedom to seek representation and to represent others · Freedom to be different · Freedom to be heard

THIS EVENT IS ADVERTISED IN OTHER SITES TOO. So the numbers shown attending here does not reflect how many may attend ! :) £10 cash to tutor on the day Further class info at www.hulaboogie.co.uk Come and learn to dance 1950s style in the fabulous 1930s pub The Stag's Head, in Hoxton N1 NRA ! Come early and have a drink and learn a great new skill and open up your social life! No experience required No need to come with a partner Classes are easy, fun and friendly £10 per person for the class. Pay cash to the teacher on the night or online in advance http://www.hulaboogie.co.uk/mondays---absolute-beginners-hoxton-n1.html After class you can sit, dance and socialise with your fellow students. THIS EVENT IS ADVERTISED IN OTHER SITES TOO. So the numbers shown attending here does not reflect how many may attend! Further class info at www.hulaboogie.co.uk email: info@hulaboogie.co.uk See you there! Julie

Share and discuss your work on Monday 11th May (5:30pm to 6:50pm) with a small, friendly and constructive creative writing group. Meeting on the first floor of Mayfair Library, we cover all forms of writing (from novels to poetry, short-stories to plays), and support a wide range of standards.

BOOK YOUR TICKET 👉🏼 [HERE](https://itsadate.club/event/games-themed-speed-dating-49/). Designed for guests aged 25 to 38 looking to connect(4) with fun-loving singles during a relaxed and informal 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 Ollie on 07517 065 492 or ollie@itsadate.club

Dear Members, As the **early evening from 5pm** [https://luma.com/he99iszf](https://luma.com/he99iszf) unfolds toward sunset, the tone deepens. Conversations shift from introductions to alignment: * Capital meets narrative * Ideas meet execution * Ambition meets backing * Complimentary nibbles & drinks What to expect: Guests arrive at Flex @ Tide, stepping off the street into a space that feels deliberately curated—minimal, elegant, quietly confident. **630-730pm There will be 5 Roundtables** \- Investment\, Tech & Ai\, Film & Music\, Scaleups & GovTech\. If you would like to head a table for discussion please reach out \(Zee Whatsapp 07588812528\)\. **Thank you to Flex @ Tide, The Master Collective**, **YouYaa**, and the **Future Crowd.** Floor-to-ceiling windows frame the river like a living artwork. There’s a subtle soundtrack—low, ambient, almost cinematic—punctuated by the clink of glasses and the first bursts of laughter from early connections forming. Feel free to bring friends and colleagues. If you are looking for future collaborations please let us know. **8pm Carriages** With warm regards, Zee & Team NB For Partnerships or Sponsors zee@picnicbank.com & [zm@mastercollective.xyz](mailto:zm@mastercollective.xyz)

**The London AI Agents Showcase: Real-World Agents @ Databricks** **Please Note, We are only taking registration from the [Luma](https://luma.com/rduuz4od) for this event. Please RSVP On** [Luma ](https://luma.com/rduuz4od) ***👉 RSVP Link : [https://luma.com/rduuz4od](https://luma.com/rduuz4od)*** ***🙏 Luma badge needed for entry.*** **The Meetup RSVP might be opened on last moment.** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **2026 is the year of working agents not just demos.** Databricks and London Agentic AI are hosting the real world AI Agent Showcase which brings together teams from **[Databricks](https://www.databricks.com/?utm_source=luma), [PEI](https://www.pei.group/?utm_source=luma) Group, [Mondra](https://www.mondra.com/?utm_source=luma), [Thomas](https://www.thomas.co/?utm_source=luma) International, and [E.ON Next](https://www.eonnext.com/?utm_source=luma)** to showcase **real-world AI agents**systems being being built and deployed in enterprise. **🎤 London AI Agent Showcase** ​We will have 5 sessions of the AI Agent showcase. 💻 Ask PEI: Speed to Insight for Private Markets Professionals, Powered by Databricks Company: **[PEI](https://www.pei.group/?utm_source=luma) Group** [Donal Simmie](https://www.linkedin.com/in/donal-simmie-29924714/?utm_source=luma) : Head of Data Science & AI, PEI Group ​**💻 From Assessment to Action: Architecting an AI Coaching Agent on Databricks** Company: **[Thomas](https://www.thomas.co/?utm_source=luma) International** [Samantha Fernandez](https://www.linkedin.com/in/samanthakfernandez/?utm_source=luma) : Senior Data Scientist - Applied AI at Thomas ​**💻Wiki Whisperer: Reducing ‘Dead Air’ by Empowering Live Supports Reps with Agentic RAG** Company: **[E.ON Next](https://www.eonnext.com/?utm_source=luma)** [Christian Creenan](https://www.linkedin.com/in/christian-creenan/?utm_source=luma) : Lead GenAI Architect at E.ON **💻 Ingredients digital twin classification. Modelling retailers carbon footprint.** Company: **[Mondra](https://www.mondra.com/?utm_source=luma)** [Antonio Velasco Fernandez ](https://www.linkedin.com/in/antonio-velasco-fernandez-9b662b192/?utm_source=luma): Senior Data Scientist at Mondra 💻 **Databricks Lightning Demos: Genie Code, Agents Bricks, and Lakebase** Company: **[Databricks](https://www.databricks.com/?utm_source=luma)** Presented by: ​[Sultan Al Awar](https://www.linkedin.com/in/sultan-al-awar/?utm_source=luma) : Solutions Architect, Databricks (Host) ​[Som Natarajan](https://www.linkedin.com/in/somasekar-natarajan/?utm_source=luma) : Snr. Solutions Architect, Databricks ​[Sanjay Ashok](https://www.linkedin.com/in/sanjaynatrajashok/?utm_source=luma) : Solutions Architect, Databricks ​ **👥 Who should attend** ​This event is for people actively building or exploring Agentic AI: ​**Builders** * ​AI / ML Engineers * ​LLM & Agent Developers * ​Data Scientists ​**Product & Design** * ​Product Managers working on AI systems * ​Product Designers shaping AI experiences ​**Leadership** * ​CTOs / CEOs exploring Agentic AI * ​Engineering & Data Leaders *** ​👉 If you are building agents, planning to build them, or trying to understand what actually works, this is the room to be in. **🗓️ Agenda** ​**5:45 – 6:15** Arrival & refreshments ​**6:15 – 6:20** Welcome and Opening Remarks ​**6:20 – 6:45** Databricks Lightning Demos: Genie Code, Agents Bricks, and Lakebase ​**6:45 – 7:00 pm** Ask PEI: Speed to Insight for Private Markets Professionals, Powered by Databricks ​**7:00 – 7:15 pm** From Assessment to Action: Architecting an AI Coaching Agent on Databricks ​**7:15 – 7:30 pm** Break ​**7:30 – 7:45 pm** Wiki Whisperer: Reducing ‘Dead Air’ byEmpowering Live Supports Reps with Agentic RAG ​**7:45 – 8:00 pm** From Back-of-Pack to Recipes: Modelling Retail Carbon Footprints ​**8:00 pm+** 🍻 Networking at [Rising Sun Pub](https://www.greeneking.co.uk/pubs/greater-london/rising-sun?utm_source=luma)

uSwitch is located on the first floor of the ZPG building at 5 Copper Row, London, SE1 2LH, London (Click on the map for directions) What 3 words location: [https://what3words.com/puts.sudden.else](https://what3words.com/puts.sudden.else) The Clojure dojo is a collaborative way to learn Clojure/ClojureScript through practice. The aim is to learn a little more than before you started. This event is for those new to coding through to more experienced developers. We organise into small groups (2-4) people and write code to solve challenges great and small, chosen by those at the event. We aim to ensure someone in your group has some Clojure experience, so you shouldn't feel lost (well no more than all developers do when Stack Overflow is broken). Example challenges for the coding dojo are listed on this website: http://www.londonclojurians.org/code-dojo/ Various past exercises have been loaded to [https://github.com/ldnclj](https://github.com/ldnclj/lisp1.5/blob/master/src/lisp1/5.clj) # Approximate schedule: 18:40 Doors open and start collecting suggestions 18.45 Pizza should have arrived 19:00 Quick intros and vote on suggestions 19:15 Break out into groups and start practising 20:45 Gather together for a quick show and tell # What should I bring? We organise into small groups, so if you have a laptop with a working Clojure environment please bring it along (there are lots of online Clojure environments, so you can just use your browser too). # How do I get in to the building? At the glass doors press the buzzer to inform the security guard you are here. Say you are here for the event on the first floor. Is there way to talk with the Clojure community? Why yes. The Clojurians Slack channel is full of friendly people who love to try and help. People based in London are often in the #clojure-uk channel. Sign up for a free account to the Clojurians Slack community via http://clojurians.net/ What is Clojure? Clojure is a JVM language that has syntactically similarities to Lisp, full integration with Java and its libraries and focuses on providing a solution to the issue of single machine concurrency. Its small core makes it surprisingly easy for Java developers to pick up and it provides a powerful set of concurrency strategies and data structures designed to make immutable data easy to work with. If you went to Rich Hickey’s LJC talk about creating Clojure you’ll already know this, if not it’s well worth watching the Rich Hickey “Clojure for Java Programmers” video or Stuart Halloway “Radical Simplicity” video .

**DUE TO LIMITED SPACE PLEASE ONLY RSVP IF ATTENDING. IF NO LONGER ATTENDING PLEASE UPDATE YOUR RSVP.** Join us in the upstairs room of the Grafton Pub in Camden for another writing-focused session. Bring whatever you’re working on, whether you’re outlining a new idea or deep into your current WIP. This is a space for writers to connect, share ideas, and find inspiration. Whether you’re looking for feedback, want to brainstorm with others, or simply need a quiet place to write, our goal is to build a supportive and collaborative community for sci-fi and fantasy authors at all stages of their journey. Writing will start at 6:30, but feel free to arrive and leave at your own convenience! We will end at 8:30pm, but the pub is open till 11pm so after it ends people can mingle or go home as they please. **While we encourage collaboration and occasional chat, we ask everyone to be mindful of those focused on writing until 8pm.** **Also please support the venue by buying food or drink from the pub!**

Register: [https://luma.com/hack-night-tessl-may13-2026?utm_source=neo4j](https://luma.com/hack-night-tessl-may13-2026?utm_source=neo4j) ## What's Hack Night? ​Five hours. One room full of builders. Zero fluff. As many demos as we can. ​Hack Night at Tessl is a London evening for people who would rather build than posture. You show up with an idea, find a team if you want one, spend a few focused hours shipping with a DJ in the background, and demo what you made before the night ends. Then we head to the pub. ​**When**: May 13\, 2026 \| 4:00 PM \- 8:45 PM BST **Where**: Tessl office, London ## Here's How It Works ​**4:00 PM - Doors Open** Check in, grab food, meet other builders, form groups, (or solo hack if you want) and decide what you're making. ​**4:30 PM - Opening Context** Quick welcome from the host and venue partner so everyone knows the flow for the night. ​**5:00 PM - Short Technical Remarks** If there are host or sponsor remarks, they stay short. The point is to get useful context, then get people building. ​**5:30 PM - Build Time** Heads down. Music on. Ship something. Use the time to test an idea, explore a tool, or finally build the thing you've been sitting on. ​**7:30 PM - Demo Time** Show what you made. Get feedback. See what everyone else shipped. ​**8:45 PM - Wrap Up** Final demos, shout-outs, and a clean finish to the night. And of course, Pub! We're heading to a pub nearby for a pint and a proper debrief. Come if you want to keep the conversation going.

🎉 Come along to the London Scala Talks! 🎉 In this event you'll hear from Caroline Morton and Katrina Petrevice. **Agenda** 6:00pm - 🥤 Doors open. Come along and grab a drink! 6:35pm - 🗣️ Introduction 6:40pm - 🗣️ Katrina Petrevice: Caching in Scala using Ref 7:20pm - 🍕 Intermission: Join us for some free food and drinks! Vegan and vegetarian options are provided. Let us know if you'd like something special - we'd be happy to accommodate. 7:50pm - 🗣️ Caroline Morton: Accidental Functional Programming in Rust (From an Epidemiologist's Perspective) 8:30pm - 🥤 Socialising: Grab a drink and let's discuss the talks. 9:00pm - 🍻 Join us in a pub to discuss the talks! 🌐 **This event may have a live stream** Watch this space for more details. **🗣️ Katrina Petrevice: Caching in Scala using Ref** Caching in memory is often one of the first strategies used to improve system performances. However, implementing caching in a purely functional way introduces unique challenges, specifically around state management and testability. In this talk, we will look at how to utilise functional programming principles with [Ref](https://typelevel.org/cats-effect/docs/std/ref), while maintaining clarity and composability. We will also deep dive into some common pitfalls and look into practical ways to test Ref effectively. ⭐ Katrina Petrevice ⭐ Katrina comes from a non–computer science background and was first introduced to Scala while working at JPMorgan. She credits much of her Scala knowledge to hands-on experience within her team, where she works on building and maintaining data pipelines and managing data systems. Since then, she has developed a strong interest in functional programming and now co-leads the Functional Programming Group at JPMorgan, where she helps share knowledge and foster a community around these ideas. **🗣️ Caroline Morton: Accidental Functional Programming in Rust (From an Epidemiologist's Perspective)** I don't have a background in functional programming - and I never set out to write it. But somewhere between writing trait-based epidemiological pipelines, composing data transformations, and leaning hard on Result, enums, and pattern matching, I started hearing from others: “That's pretty functional.” In this talk, I'll explore what it means to write “functional-ish” Rust as someone solving real-world scientific problems. I'll walk through the patterns I reach for - like chaining iterators, avoiding shared state, and embracing expressive types - and reflect on which functional programming ideas emerge naturally in Rust, even if you're not trying. I'll also share how designing for epidemiologists - most of whom are used to chaining functions in Python (like Pandas) or R - has pushed me toward creating ergonomic Rust APIs with Python and R bindings. These tools aim to feel familiar to scientists while leveraging Rust's power and safety under the hood. This is a talk for functional programmers curious about Rust, and for Rustaceans wondering if they've been functional all along. No formal theory required - just real code, real use cases, and a pragmatic perspective from someone building public health tools in Rust. ⭐ Caroline Morton ⭐ Dr. Caroline Morton is a medical doctor, epidemiologist, software engineer, and PhD candidate specialising in synthetic data, epidemiology, and Rust. With 60 peer-reviewed papers and two books on software, she combines deep technical expertise with a commitment to improving scientific workflows. Caroline co-founded the first [Women in Rust](https://www.meetup.com/women-in-rust/) group, fostering diversity and encouraging more women to explore opportunities in systems programming. She leads an open-source project improving codelist management in epidemiology using Rust, creating efficient, reliable tools for health data research. Her PhD focuses on synthetic data methods for epidemiology, particularly using Rust to generate large, realistic datasets. A strong advocate for open science and reproducibility, she contributes extensively to improving software practices through publications, workshops, and open-source projects. ———————————————————— 🗣️ Would you like to present, but are not sure how to start? Give a talk with us and you'll receive mentorship from a trained toastmaster! Get in touch through [this form](https://forms.gle/zv5i9eeto1BsnSwe8) and we'll get you started 🏡 Interested in hosting or supporting us? Please get in touch through [this form](https://forms.gle/3SX3Bm6zHqVodBaMA) and we can discuss how you can get involved. 📜 All London Scala User Group events operate under the [Scala Community Code of Conduct](https://www.scala-lang.org/conduct/). We encourage each of you to report the breach of the conduct, either anonymously through [this form](https://forms.gle/9PMMorUWgBnbk1mm6) or by contacting one of our team members. We guarantee privacy and confidentiality, as well as that we will take your report seriously and react quickly.

We're delighted to announce an exciting LSCC event on Wednesday 13th May, in partnership with our friends at Zopa Bank! Join us at the Zopa Canary Wharf office in London for this session and get the chance to flex your architectural design muscles! "So how are we supposed to get great architects, if they only get the chance to architect fewer than a half-dozen times in their career?" — Ted Neward. This quote highlights the need for practice, which is what our LSCC architecture katas provide: a safe, repeatable way to hone your software architecture design skills by simulating architectural challenges. **What's the format?** You'll be split into groups and have a business problem to solve. You'll be tasked with designing a technical architecture to meet that problem context. As with real-life you'll have to manage various trade-offs in your design and interact with a Product Owner to clarify your questions. At the end of the task each team will showcase their architecture and technology choices back to the wider group as part of a group discussion. Whether you're a seasoned coder, software architect or new to the scene, you're invited to share insights, discuss best practices, and learn from fellow participants. No prior session attendance or architecture knowledge is required – just bring your enthusiasm. No laptop is required for this session, we'll provide each group with paper, pens and sticky notes to support the activity. Thank you to the Codurance team that will run the event at Zopa Bank's office. Find out more at https://www.codurance.com/ Food and drinks will be provided with vegetarian, vegan and non-alcoholic options available - thanks to Zopa Bank for sponsoring refreshments and hosting in their great office. **About Zopa** Founded in 2020 with a full banking licence and backed by some of Silicon Valley’s most iconic investors, digital bank Zopa is building the Home of Money. This is a place where financial products deliver good value and managing money is made effortless; deep and long-lasting relationships mean customers are left confident about their choices. One of the UK’s highest rated and most celebrated financial brands, Zopa has been recognised with over 10 British Bank Awards, holds a Trustpilot rating of 4.6/5, and has one of the highest customer satisfaction scores in the industry. Zopa Bank Limited is authorised by the Prudential Regulation Authority and regulated by the Financial Conduct Authority and the Prudential Regulation Authority. https://www.zopa.com/ We look forward to seeing you soon!

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) $15 for One Class $20 for Both Free Parking & Plenty of Dance Space.

# **Saturday, May 16, 2026** **Beginners’ Session 1:30 to 2:00 PM** **Dancing 2:00 to 4:30 PM** **Please note that this is an afternoon dance!** **You are invited to join us for dinner at Olive and Lime (in the church’s back parking lot) after the dance.** **Kim Thompson, from Athens, will take the mic and we’ll dance to the music of Roscommon Sessions. Kim will lead us through a variety of old and new dances that welcome newbies and delight experienced dancers.** **Roscommon Sessions, a traditional Irish music quartet from Columbus, Ohio, began their musical journey centered around the energy and spontaneity of Irish sessions. They are excited to bring their lively jigs and reels, a couple of flowing waltzes, and the occasional musical surprise to the All Soles contra dancers!** **Roscommon Sessions is Steve Steele (guitar), Jim Lindroth (percussion), Carol Metheny (fiddle) and Sarah Sigmon (fiddle).** **We hope to see you dancing!** **Location: First Unitarian Universalist Church, 93 W. Weisheimer Road, Columbus, OH 43214.** **Cost is $10 for adults, $5 ages 12-25.** **New to dancing? A beginners’ session, from 1:30 to 2:00 PM, will get you started. You will learn some basic figures that will be repeated in the afternoon’s dances. All dances will be taught and no partner is needed. Dancing is from 2:00 to 4:30 PM.** **Please bring your own refillable water bottle.** **All Soles Dance upcoming dance dates are, as follows:** **June 20, 2026** **Tentative:** **July 25, 2026–Summer Potluck and Dance** **No August Dance** **September 26, 2026** **October 17, 2026** **November 21, 2026** **December 19, 2026** **Visit our website at: https://firstuucolumbus.org/connection/all-soles/**

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)

Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

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