Data Engineering

🎙️ **Webinar Coming Soon!** What if your analytics didn’t just show you what happened… but helped you decide what to do next? Join us for an upcoming live session on: **Agentic Analytics: Analytics That Acts** 📅 5 March, 2026 ⏰ 11 AM ET \| 9:30 PM IST \| 4:00 PM GMT \| 8:00 AM PT In this webinar, we’ll break down: • What Agentic Analytics really means (beyond the buzzwords) • How AI agents operate across the entire data-to-insight workflow • The shift from reactive reporting to proactive decision support • Why semantic layers and governance matter more than ever • What the future of analytics could look like by 2027 If you’re exploring how to move from dashboards to intelligent action — this session is for you. 👉 Save your spot and be part of the conversation: https://lumenore.com/events-and-webinars/agentic-analytics-webinar?utm_source=webinar&utm_medium=community&utm_campaign=organic #AgenticAnalytics #AI #BusinessIntelligence #Data #DecisionIntelligence #Lumenore #Webinar

Register: [https://luma.com/london-mar5](https://luma.com/london-mar5) **Join our meetup for AI nerds, engineers & founders!** We share the latest insights about: *AI dev tools, Agent frameworks, RAG, vibe coding, and more!* ​​\*\*// FOR WHO\*\* ✅ Devs, Product peeps, Data lovers, ML engineers, Founders ✅ Anyone building with AI ⚠️ Some LLM knowledge required!\* Neo4j Session: **Living in an Agentic World (model) by Andreas Kollegger** What if we onboarded AI agents the same way we onboard employees? That's the key insight of "context graphs" - giving agents access to why decisions are made improves their performance. This leads to \*Agentic World Models\*: the convergence point where agent memory, knowledge graphs, and context graphs meet. Agents discover written policies and unwritten tribal knowledge, learn formal org structures and informal influence networks, and capture the \*decision traces\* that explain not just what happened, but why it was the right call. We'll cover: \- how to capture decisions traces \- how to query the context graph when making decisions \- a demo of what this looks like Together, we'll put context in context.

*📌Abstract* Vibe coding captures something real: momentum. The ability to move from an idea to a working prototype at surprising speed, guided by intent, context, and AI assistance. But in an enterprise environment, speed alone isn’t enough — software must also be secure, compliant, observable, and built to last. We'll see how teams can build applications in a single, end-to-end development flow — from business requirements and early prototypes to engineering, testing, delivery, and production — without breaking context or introducing late-stage rework. At the center of this flow is the software catalog: a living system of record that connects services, APIs, data, ownership, dependencies, and standards. More than documentation, the catalog becomes the shared interface for developers, platform teams, and AI agents to understand the system and act consistently, within enterprise rules and guardrails. The goal isn’t to limit creativity, but to make flow sustainable — turning AI-driven momentum into software that’s ready for production. 🔍 *Key topics* • From vibe-coding to ai-assisted delivery in production • Software catalog as the system of record for enterprise context • AI agents operating in context continuity within guardrails ⏲️ *Agenda* 18.30\* Welcoming 18.45 Talk 19:30 Q&A 19:45 Closing remarks & Networking and Pizzas! 🍕 See you at the next Meetup! \*To access the venue, a staff member will be at the building's front entrance. The venue is on the first floor. 🎙️*Speaker* Giulio Roggero CTO @ Mia-Platform 25 years of experience in software engineering, serial entrepreneur with more than 10 business initiatives launched, today is co-founder and CTO at Mia-Platform, the Internal Developer Platform named by Gartner Cool Vendor for Software Engineering Technologies and in the Cloud Application Platforms Magic Quadrant. Principal focus: cloud native, platform engineering, data fabric and omnichannel experience. He likes to paint Blood Bowl miniatures, construct Lego, build and drive RC Cars and learn piano.

🎟️ **Get tickets: [https://lu.ma/ai-builders](https://lu.ma/ai-builders)** 🎟️ ☝️This is a free meetup however a Luma ticket is required! **Join our meetup for AI engineers & founders!** We share the latest insights about: *AI dev tools, Agent frameworks, RAG pipelines, automation hacks, Cursor/Claude code hacks, and new gen-AI models.* ​\*\*:: FOR WHO ::\*\* ✅ Anyone actively building with Generative AI ✅ Devs, Product peeps, Data lovers, ML engineers, Founders ⚠️Technical LLM knowledge required!\* ​ :: **FORMAT** :: * ​💻⚡️ **Speed Demos** (10 min) Builders share real-world AI solutions and how it's built. Including code, prompts & architecture examples! * ​**🎤 🦄 Pioneer Talks** (20 min) Inspiring talk/demo from emerging Gen-AI leaders from Europe or Silicon Valley * ​**🤝🍕🍻 Informal Vibes** Lots of time to network with other builders over some yummy pizza & drinks. ​\*\*:: AGENDA ::\*\* 17:30 **🤝** Walk-in 18:00 **🍕** Pizza (be early!) 18:30 **🎤** Pioneer Speaker 19:00 ---- 💬 BREAK TIME ----- 19:30 💻 Demo (TBA) ​19.45 💻 Demo (TBA) 20.00 🍻 Drinks 21.00 End ​ **:: FAQ ::** • What is **AI Builders?** A self-organizing nonprofit community of 3000+ AI nerds🤓. and yes.. we're building a democratic AI CEO and run on [opencollective.com](http://opencollective.com/aibuilders) donations. • **Can I demo, give a talk, or just help out?** Message Arthur [(+31636570260)](https://aib.club/whatsapp-arthurp) in case you want to shine✨ on stage and grow your network! • \***I'm not technical. Can I come?** Yes! To fully enjoy the meetup, we recommend chatting with AI to understand these basic LLM concepts: *Multimodal, Vector Embeddings, RAG, Chaining, Structured JSON Output, Function Calling, API calls, Knowledge Graphs, Reinforcement Learning, Fine-tuning, AI Agents.* • **Why hangout at AI Builders?** * NETWORKING: Connect with 80+ technical attendees and a larger community of 3000+ across Europe * ​LATEST KNOW-HOW: We focus on innovative AI demos + slides with diagrams, code/prompt examples. * ​FUN: a lot of time to chill, 10min demos, informal good vibes! **​Location** We look forward to hang out with you: 207 Old St, London EC1V 9NR, United Kingdom It's close to the Old Street Tube Station **Thanks to our friends at [Beyond](https://www.wearebeyond.work/beyond-the-bower)** ![]()🎟️ **Get tickets: [https://lu.ma/ai-builders](https://lu.ma/ai-builders)** 🎟️ ☝️This is a free meetup however a Luma ticket is required!

​**📅 Thursday\, March 5th \| 6:00 PM \- 9:00 PM GMT** ​Join us for another evening of all things machine learning! Hugging Face London is a monthly IRL meetup bringing together ML enthusiasts of every level, whether you're just starting to explore what a transformer is or you're fine-tuning models in your sleep. ​**What to expect:** ​🎤 Talks from practitioners and researchers in the ML community 🛠️ Hands-on workshops to level up your skills 🍕 Plenty of time to network, chat, and geek out over the latest in AI. ​No gatekeeping here. We're a friendly, welcoming group and we genuinely mean it. Come as you are, bring your curiosity, and don't be shy about asking questions. We're all here to learn and grow together. ​Whether you're looking to break into ML, share what you're building, or just meet like-minded people in London, this is your spot. https://luma.com/hugging-face-london ​🔗 Learn more at [huggingface.london](https://huggingface.london/) ​See you on March 5th! 🤗

This month we have a visiting speaker from think-cell, Sebastian Theophil, who will talk to us about error handling in C++26 (with sprinkles of C++23). We also have space for a shorter talk, or lightning talks. If you would like to speak - even for just five minutes, please drop something into cppldn.uk/speak. **think-cell** will also be supporting the group by providing pizza and drinks - thanks **think-cell**! Thanks, also, to **Maven Securities** for hosting us again, this month. **As usual we'll need your full name for the door list, so we'll be asking for this on registration** (as this may be different to your username). This data will only be used for the door list/ registration and not published anywhere or used for other purposes. If you'd like to speak at a future event please get in touch at [cppldn.uk/speak](http://cppldn.uk/speak). **Here's the approximate schedule:** **18:30** *Doors open* **19:00** "Intro and news" - *Phil Nash* **19:10** *"compile_assert - Compile time C++ assertions" - Jonathan Grant* I present compile_assert(expression, message), a new C++ keyword proposal for enforcing assertions at compile time within ordinary (non-constexpr) functions. compile_assert provides advanced asserts at compile time, not runtime. Used for bounds checking, parameter validation and data validation at compile time. All three major compilers (GCC, Clang, MSVC) are supported with a sample implementation. The example implementation does this by using GCC’s attribute error which works with Clang. **19:25** "Compile-Time Data Layout Transformation with C++26 Reflection" - *Arturs Kalnins* We’ll use C++26 static reflection and injection to convert an AoS into a SoA at compile time, live on the latest GCC, with zero macros and zero boilerplate. **19:40** *break* **20:00** "To Err is Human: Robust Error Handling in C++26" - *Sebastian Theophil* A walk through the new error handling features in C++26 — including \`std::expected\`, \`std::stacktrace\`, contracts, and more — and how they can help us write more robust, maintainable code. **21:00** *Conclusion, and moving on somewhere else* \-\-\- **About the speakers** *Sebastian* has been working at think-cell since it was founded in 2002. In the last few years, among many other things, he has ported think-cell to run on macOS. He also maintains the typescripten project, which lets programmers call JavaScript libraries from C++ code compiled to WebAssembly in a convenient and type-safe way. He enjoys leaving his desk from time to time to talk at international C++ conferences. *Jonathan* has been a Software Engineer since 2003, worked in the video games industry and also embedded space for a long time at Renesas in safety critical systems for the automotive sector in C and C++. He also develops bespoke machine learning software in C++. He has a BSc Computer Science and an MSc Software Engineering. *Arturs* is a C++ software engineer with a background in aerospace engineering, where he developed a strong foundation in mathematics and systems thinking. He builds reliable, high-performance systems across embedded software, networking, and distributed platforms, with a particular focus on modern C++ (23/26), Rust, and performance-critical design. He enjoys tackling complex engineering challenges, designing clean abstractions, and contributing to the standards and practices that help teams deliver robust systems effectively.

More Infro and Sign: https://www.eventbrite.co.uk/e/from-insight-to-impact-womens-health-design-jam-manchester-tickets-1982205961390?aff=ebdsoporgprofile

## \*Please note - to be admitted to this event you must register for approval here: [https://luma.com/lcsqwmf3](https://luma.com/lcsqwmf3) This weekend hackathon brings together LangChain and SurrealDB to explore how agents can move beyond demos by grounding themselves in structured, persistent context. As agentic systems become more autonomous, their biggest failure mode isn’t model capability - it’s context. Agents struggle with accuracy, consistency, and reasoning when memory is shallow or unstructured. Knowledge graphs provide a powerful way to represent relationships, state, and history, enabling agents to reason over how things connect, not just what text is retrieved. Over the weekend, you’ll build practical agent projects using the LangChain ecosystem, with a strong emphasis on knowledge graphs and real-world retrieval workflows, using SurrealDB as a unified data layer for graph, document, vector, and temporal data. You’ll also have plenty of time to connect with both the LangChain and SurrealDB communities in London, collaborate with other builders, and get hands-on support from mentors. *** ## Schedule **Friday** * 18:00 - Doors open, check-in, pizza & drinks * Hackathon kickoff, team formation & briefing (time TBC) **Saturday** * All day - Build, iterate, mentor support (details TBC) **Sunday** * Final build, demos & judging (details TBC) * 15:30 - Closing, winners & wrap-up Full challenge details and rules will be shared ahead of the event. *** ## What you’ll work on * Agent workflows built with LangChain * Knowledge graph–driven context and memory * Hybrid retrieval patterns (vector + graph) * Persistent agent state and evolving context * Practical, production-oriented agent use cases *** ## Prizes * Swag and LangSmith credits from LangChain * Swag from SurrealDB *** ## Why attend? This is a hands-on opportunity to build credible agent projects in a single weekend, learn production-oriented patterns, and explore how structured context improves agent accuracy and reliability. You’ll collaborate with experienced builders, get direct support from the LangChain and SurrealDB teams, and connect with the wider London agent and AI engineering community. **FAQs** **Is the venue accessible?** Absolutely! There is a lift that takes you up to Level 4 where the event is held. **Is this event for me?** SurrealDB events are for software engineers, developers, architects, data scientists, data engineers, or any tech professionals keen to discover more about SurrealDB: a scalable multi-model database that allows users and developers to focus on building their applications with ease and speed. **Am I guaranteed a ticket at this event?** Our events are tech-focused and in the interest of keeping our events relevant and meaningful for those attending, tickets are issued at our discretion. We therefore reserve the right to refund ticket orders before the event and to request proof of identity and/or professional background upon entry. **Are there any House Rules?** At SurrealDB, we are committed to providing live and online events that are safe and enjoyable for all attending. Please review our [Code of Conduct](https://surrealdb.com/legal/code-of-conduct) and [Privacy Policy](https://surrealdb.com/legal/privacy) for more information. It is compulsory for all attendees to be registered with a first **and** last name in order to attend. Any attendees who do not adhere to these requirements will be refused a ticket.

**Please note that this event will take place IN PERSON on Saturday, 7 March, 2026 and Sunday, 8 March, 2026 in London from 9am London time until 5pm London time on each of the two days.** **In collaboration with Imperial College MathSoc!** **Full title:** A Weekend with Robert Carver in London: Backtesting Properly **Speaker:** Robert Carver **Training Agenda:** This workshop will run through the process required to construct backtests that provide realistic historic returns and provide the best chance of creating a strategy that will be profitable in the future. It is not about fancy ML or AI techniques, nor is it designed to give you a magic formula for making infinite money from trading. Instead it will focus on understanding: \- statistical significance \- optimisation \- the importance of robustness and how to achieve it \- avoiding the three different types of overfitting **Pre-requisites for workshop:** \- Attendance at the talk: https://www\.meetup\.com/thalesians/events/312539371/ \- Ability to use python / pandas ecosystem to the level of [https://www.oreilly.com/library/view/python-for-finance/9781492024323/](https://www.oreilly.com/library/view/python-for-finance/9781492024323/) \- A laptop with a full Anaconda stack **Venue:** Huxley Building, Imperial College London, 180 Queen's Gate, South Kensington, London SW7 2AZ **Biography:** Robert Carver is an independent systematic futures trader and writer. He is a visiting lecturer at [Queen Mary, University of London](https://www.qmul.ac.uk/sef/staff/carverrob.html), and is research advisor to [Stylus Capital](https://stylus.digital/), a hedge fund trading digital assets. He is the author of four books: “[Systematic Trading](http://www.systematictrading.org/)", "[Smart Portfolios](https://www.systematicmoney.org/smart)", "[Leveraged Trading](https://www.systematicmoney.org/leveraged-trading)" and "[Advanced Futures Trading Strategies](https://www.systematicmoney.org/advanced-futures)". [Until 2013](http://news.efinancialcareers.com/uk-en/151380/key-departures-at-man-groups-ahl-fund/) Robert worked for [AHL](http://www.ahl.com/), a large systematic hedge fund, and part of the [Man Group](http://www.man.com/). He was responsible for the creation of AHL's fundamental global macro strategy, and then managed the funds multi billion dollar fixed income portfolio. Prior to that Robert worked as a research manager for [CEPR](http://cepr.org/), an economics think tank, and traded exotic derivatives for [Barclays](http://www.barclays.com/) investment bank. He spent his early career in the Middle East. Robert has a Bachelors degree in Economics from the [University of Manchester](http://www.manchester.ac.uk/), and a Masters degree, also in Economics, from [Birkbeck College](http://www.bbk.ac.uk/), University of London. **Links**: Rob's blog: [https://qoppac.blogspot.com/](https://qoppac.blogspot.com/)

Ready to build wholesome, deeper, more fulfilling relationships? Join us for a practical relationship skills where we learn essential connection skills through hands-on group practice. Leave theory at the door — this is a skills-building adventure for real life! ✨ This event's focus: **Being Heard & Understood** 🎯 a part of the Wholesome Relationships series — that help you build a complete relationship toolkit. **See below** **Why should you sign up?** ✅ Practical toolkit you can use immediately ✅ Small group practice ✅ Private, quiet venue for focus ✅ Standalone session - Previous parts help, but not required **What is Wholesome Relationships?** Practical relationship skills for everyday life — helping you connect deeper, communicate clearer, and show up more fully in love, friendship, and beyond. You'll learn through pair work, small groups, and real practice spread across **different sessions:** 1. **Attachment Theory to Skills** — Feeling safe in love 2. **Being Heard & Understood** — Listening and expressing needs 3. **The Art of Saying No** — Setting and holding boundaries 4. **Opening Up Safely** — Building trust and healthy vulnerability 5. **Fighting Better Together** — Conflict that connects (not destroys) 6. **Picking the Right Person** — Choosing partners wisely Each session works standalone — attend one, some, or all. ***Want to join all?*** Speak to the facilitator about discounted pricing for the full series ✅ **Who is it for?** * You want deeper, more meaningful relationships * You keep repeating patterns and want to understand why * You struggle to communicate what you actually need ️ * You find it hard to set boundaries without guilt * You want to learn through practice, not just reading about it No relationship experience required — just show up ready to practice. **What's in it for you?** * Understand your relationship patterns and where they come from * Communicate needs without blame or mind-reading expectations * Set boundaries that stick (without becoming a wall) * Navigate conflict without destroying connection * Show up as a whole person, not half of one ✨ * Connect with others doing the same growth work **How does it work?** * Facilitated practice session (2 hours) with structured exercises ⏱ * Small group discussions (4-6 people) * Pair work for hands-on practice * Individual reflection moments * Whole group sharing (optional, not required) Everything is timed and guided — you'll know exactly what to do at each stage **What to expect** Collaborative discovery, without competitive learning. Practicing together, without performing for each other. What happens in the room stays in the room. * **Depth**: Beyond small talk, but it's not therapy — we're developing relationship skills * **Safety**: Wholesome Agreement principles apply — respect, curiosity, no judgment * **Practical**: You'll leave with tools, not just concepts — things you can actually use the next day ️ * **Participation**: These are practice sessions — your active participation creates the learning environment **Ready to upgrade your thinking skills?** Join us for a Wholesome Relationships practice session and walk away with real tools for deeper connection — it's for anyone who wants to love better, communicate clearer, and show up more fully. We really hope to see you there! **About Deeper Connections** We have a mission at Deeper Connections to improve the quality of people's lives through conversation. All our events are centred around the concept of connecting deeply, because we believe we all deserve to be seen, felt and understood for who we really are. To have the 'deeper conversation' approach when relating with others can change our lives and can change the world. **Our Values** * **Respect:** Treat everyone with kindness and consideration. ❤️ * **Open-mindedness:** Be open to different perspectives and ideas. * **Active Participation:** Share your thoughts and engage in meaningful discussions. ️ **Staying in touch** Interested in finding out about all the events sooner than on Meetup or staying in touch beyond the events, you can join our WhatsApp channel and community using [Deeper Connections WhatsApp Channel](https://whatsapp.com/channel/0029Vb6CBAdIN9ijrEYdv33z) [Deeper Connections WhatsApp Community](https://chat.whatsapp.com/EqGsmF3021RKTwBpGcuR80)

Ready to think clearer, reason better, and express with clarity? Join us for a practical wholesome philosophy practice where we learn essential thinking skills through hands-on group practice. Leave academics and theory at the door— this is a skills-building adventure for everyday life! ✨ This event's focus: **Constructing Your Position** 🎯a part of the Wholesome Philosophy series — that help you build a complete thinking toolkit. **See below** **Why should you sign up?** ✅ Practical toolkit you can use immediately ✅ Small group practice ✅ Private, quiet venue for focus ✅ Standalone session - Previous parts help, but not required **What is Wholesome Philosophy?** Practical philosophy for everyday life - helping you build useful skills for thinking clearer and communicating better in work, relationships, and daily conversations. You'll learn through pair work, and group practice. spread across **different sessions:** * **Clear Thinking & Better Arguments** — How to reason * **Develop Thinking Habits** — Spotting biases and fallacies * **The Art of Dialogue** — Having productive disagreements * **Constructing Your Position** — Building solid viewpoints * **Decision-Making Frameworks** — Choosing wisely under uncertainty * **Self-Examination & Growth** — Questioning your own beliefs Each session works standalone — attend one, some, or all. ***Want to join all?*** Speak to the facilitator about discounted pricing for the full series ✅ **Who is it for?** * You want to think clearer and communicate better * You feel frustrated when your point doesn't land * You want to spot weak reasoning (including your own) * You enjoy learning through practice, not just theory * You crave thoughtful conversation with curious people * You want practical tools you can use tomorrow No philosophy background needed — just show up ready to practice. **What's in it for you?** * Make your points stick (without fighting) * Think more clearly about any topic even complex ones * Have disagreements that don't turn into arguments * Understand the world better * Connect with curious, thoughtful people ✨ * Gain confidence in your reasoning abilities **How does it work?** * Facilitated practice session (2 hours) with structured exercises ⏱ * Small group discussions (4-6 people) * Pair work for hands-on practice * Individual reflection moments * Whole group sharing (optional, not required) Everything is timed and guided — you'll know exactly what to do at each stage **What to expect** Collaborative discovery, without competitive learning. Practicing together, without performing for each other. What happens in the room stays in the room. * **Depth**: Beyond small talk, but it's not therapy — we're developing thinking skills * **Safety**: Wholesome Agreement principles apply — respect, curiosity, no judgment * **Practical**: You'll leave with tools, not just concepts — things you can actually use the next day ️ * **Participation**: These are practice sessions — your active participation creates the learning environment **Ready to upgrade your thinking skills?** Join us for a Wholesome Philosophy practice session and walk away with various thinking tools — it's for anyone who wants to navigate life with a sharper, kinder mind. We really hope to see you there! **About Deeper Connections** We have a mission at Deeper Connections to improve the quality of people's lives through conversation. All our events are centred around the concept of connecting deeply, because we believe we all deserve to be seen, felt and understood for who we really are. To have the 'deeper conversation' approach when relating with others can change our lives and can change the world. **Our Values** * **Respect:** Treat everyone with kindness and consideration. ❤️ * **Open-mindedness:** Be open to different perspectives and ideas. * **Active Participation:** Share your thoughts and engage in meaningful discussions. ️ **Staying in touch** Interested in finding out about all the events sooner than on Meetup or staying in touch beyond the events, you can join our WhatsApp channel and community using [Deeper Connections WhatsApp Channel](https://whatsapp.com/channel/0029Vb6CBAdIN9ijrEYdv33z) [Deeper Connections WhatsApp Community](https://chat.whatsapp.com/EqGsmF3021RKTwBpGcuR80)

**Whose knowledge is centred in design? Whose voices are heard, and whose are overlooked?** Join us for an interactive workshop that goes beyond surface-level inclusion to critically explore power, culture, and equity in design practice. **What’s the event about?** We want to create a space where we can talk honestly and practically about what it means to go beyond inclusive design — to question who design is for, how it’s done, and how we might do it differently. It’s not a lecture, nor is it about having the “right” answers. It’s about exploring the topic together in a way that’s open, hands-on… and a bit of fun too. This event will include an interactive activity designed to provoke thought and discussion about what it means to design beyond inclusivity, creating space for deeper shared reflection. **Who’s it for?** This is for anyone working in or around design — whether you’re in services, research, strategy, policy, or community roles. You might: •⁠ ⁠Be curious about the term “decolonising” but not sure where to start •⁠ ⁠Feel a bit disconnected from this kind of conversation •⁠ ⁠Be looking for a more grounded, less academic way in •⁠ ⁠Just want to meet others thinking about design and equity in new ways **What can you expect?** •⁠ ⁠A hands-on group activity inviting you to explore an unfamiliar world, challenge assumptions, and think differently about power, culture, and design •⁠ ⁠Facilitated group reflection and conversation on how we talk about — and act on — the idea of decolonising design in our work •⁠ ⁠Informal conversations and networking at the pub to follow What you’ll take away •⁠ ⁠A practical framework you can adapt or reuse in your own work •⁠ ⁠A more grounded sense of what “decolonising design” can mean in everyday practice •⁠ ⁠A chance to connect with others exploring similar questions Whether you're completely new to decolonising design or already working with these frameworks, you'll find space to reflect, learn, and connect with others navigating similar questions. **About the Ticket** The ticket cost is to hold your place and ensure commitment from attendees. **All participants who attend the event will be offered the option to request a full refund of their ticket price.** This approach helps us plan effectively while remaining accessible to those with financial constraints. Come ready to participate, question, and imagine design differently.

**THE GUESTLIST** **Private Curated & Matched Social Events** We’re launching a new wave of private, curated and matched events across London. Small group socials. Activity & games nights. Live music. Food experiences. UK day trips. International trips and much more. Most of these will **not** be listed publicly on Meetup. This page is the gateway. **HOW IT WORKS:** 1. RSVP to this event. 2. Leave a short intro comment below. 3. We’ll DM you a quick 60-second form so we can match you to the right events. **EXAMPLE:** Hi, I’m *[Name]*. Based in *[Area]*. I’m into *[Drinks/Games/Food/Music/Day trips/Travel/Other]*. I'm available mostly *[Weekdays/Fri/Sat/Sun]*. **WHY COMMENT?** We are building curated groups based on: **• Interests • Location • Availability • Vibes** People who engage get priority invites and access to private event drops. **WE'RE ALSO GIVING AWAY:** • Event tickets • Trip discounts • Gift cards • Partner prizes Winners are selected from engaged members. This isn’t a generic high-volume drinks meetup. It’s **curated**. It’s **matched**. It’s **intentional**. If you’re ready for better socials, **RSVP now**!

**Please note that this event will take place IN PERSON on Friday, 6 March, 2026 in London at 6pm London time (1pm New York time).** **In collaboration with Imperial College [MathSoc](https://imperialmathsoc.com/)!** **Full title:** Heisenberg's Backtest **Speaker:** Rob Carver **Abstract:** What is a backtest for? In fact, like electrons, backtests have two contradictory natures. Firstly, they tell how well a particular trading strategy would have done in the past. Secondly, they help you design a strategy that will perform well in the future. These are not the same thing. In this talk Rob discusses this problem and how to reconcile these two objectives. **Venue:** Huxley Building, Imperial College London, 180 Queen's Gate, South Kensington, London SW7 2AZ **Biography:** Robert Carver is an independent systematic futures trader and writer. He is a visiting lecturer at [Queen Mary, University of London](https://www.qmul.ac.uk/sef/staff/carverrob.html), and is research advisor to [Stylus Capital](https://stylus.digital/), a hedge fund trading digital assets. He is the author of four books: “[Systematic Trading](http://www.systematictrading.org/)", "[Smart Portfolios](https://www.systematicmoney.org/smart)", "[Leveraged Trading](https://www.systematicmoney.org/leveraged-trading)" and "[Advanced Futures Trading Strategies](https://www.systematicmoney.org/advanced-futures)". [Until 2013](http://news.efinancialcareers.com/uk-en/151380/key-departures-at-man-groups-ahl-fund/) Robert worked for [AHL](http://www.ahl.com/), a large systematic hedge fund, and part of the [Man Group](http://www.man.com/). He was responsible for the creation of AHL's fundamental global macro strategy, and then managed the funds multi billion dollar fixed income portfolio. Prior to that Robert worked as a research manager for [CEPR](http://cepr.org/), an economics think tank, and traded exotic derivatives for [Barclays](http://www.barclays.com/) investment bank. He spent his early career in the Middle East. Robert has a Bachelors degree in Economics from the [University of Manchester](http://www.manchester.ac.uk/), and a Masters degree, also in Economics, from [Birkbeck College](http://www.bbk.ac.uk/), University of London. **Links**: Rob's blog: [https://qoppac.blogspot.com/](https://qoppac.blogspot.com/)

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

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.

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

**Details:** This talk reviews the fundamental academic research literature in financial economics, distilling key findings with rigor while debunking suboptimal investing decisions. It draws on decades of empirical research and statistical analysis with the aim of guiding how to think about sound investing. **Audience Takeaway:** Attendees will gain a practical, research-based approach to assessing investments, interpreting risk, and making choices that support long-term financial independence, informed by decades of published financial studies. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/87434065239?pwd=mK8gkDO6FTL2NBCXrgnViDwVJU14YT.1 Meeting ID: 874 3406 5239 Passcode: 826532 **Sponsor:** **[Tegus by AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **Tegus by AlphaSense's Overview:** Tegus by AlphaSense is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to the most challenging questions they face to help them make better informed decisions. We are an end-to-end investment intelligence and research platform that modernizes the research processes. With an ecosystem that combines at-cost, on-demand expert calls with a 55K+ transcript library; quantitative financial workflows that streamline research across company disclosures, management presentations, earnings calls and filings; and 4K+ fully-drivable financial models and company benchmarking data, including every KPI and comparison that matters, Tegus by AlphaSense enables investors to move faster, gather deep research and surface high-quality insights to drive better decisions. The company serves customers worldwide, including investment analysts, portfolio managers and key decision makers across public and private businesses in markets of all sizes. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Mar 18. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️

Join membersrs of the Central Ohio UX and digital design community for a casual monthly breakfast.

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