Data Engineering

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

Join us for Grafana talks mixed with snacks and community conversations! Schedule 18:00-18:30 Welcome, snacks, drinks and networking 18:30-19:00 **From Service to Line Number: Getting Started with Continuous Profiling** by Christian Simon, Principal Engineer at Grafana Logs, metrics, and traces tell you which service is slow or expensive. Profiles tell you which code path - down to the line number. With profiling now part of OpenTelemetry, and the eBPF profiler requiring zero instrumentation, there's never been a better time to add this missing piece to your observability stack. 1\. Value of Continuous Profiling 2\. How do you set up continuous profiling \(Pyroscope \+ OTel eBPF profiler\) 3\. Deriving insights from Profiles using Grafana Assistant 4\. Demo 19:00-19:40 **My Cool Grafana Dashboard Show and Tell - Lightning Talks** **Lightning talks:** **1\. What if Your Career Had Metrics?** **Roxana Turc, Software Engineer at BNY**, will show how she used Grafana to build a **career dashboard—tracking learning, work, and growth**, and why seeing her progress this way changed how she thinks about development. **2\. Using Grafana for Visualising IoT Air Quality Sensor Data** by John Sinha, Lead Technical Business Analyst IoT air quality sensors produce noisy, high-resolution time series data, but how you visualise it determines what you actually see. This lightning talk walks through a Grafana dashboard designed to **present environmental data clearly, covering time and value scaling choices, linear vs. log views, and practical denoising techniques.** See how small visualisation decisions can dramatically change the story your sensor data tells. 3. **How I discovered pigeons sabotaging my project with Kafka and Grafana** \- by Hugh Evans\, Developer Advocate at Aiven Learn how how a lightweight Kafka + Grafana observability stack helped Hugh **catch his avian adversaries** and iterate on a hobby project **without enterprise-scale complexity or costs**.

It's a ClickHouse Observability Meetup at SRE Days London! We've joined forces with the SRE Days team to host an evening meetup at their stunning venue. Join us for a few deep-dive talks, some food, and beverages. In fact, we are so excited that we have a discount if you want to attend the entirety of the event. Just head on over to https://luma.com/sreday-2026-london-q1 and use the code CLICK80 for a massive discount. Looking forward to seeing you there! Agenda: 5:30 - Arrival 6:00 - Uncovered: The Hard Truth About OpenTelemetry's Vendor Neutrality - Adriana Villela 6:30 - Observability Updates in ClickHouse - Dale McDiarmid 7:00 - How we built an SRE Agent with Clickhouse and eBPF - Chris Battarbee 7:30 - AI Dashboards & Time-Travel Debugging Kubernetes - Rory Crispin

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

Hello and welcome to our joint **Cloud Platform Engineering London x Platform Engineering Leaders x Data & AI Leaders** meetup. This special crossover event brings together platform engineers, data and AI leaders, architects, SREs, and technology executives exploring how agentic AI systems intersect with modern platform engineering in regulated financial services environments. We are delighted to host this event at Lloyd's Banking Group in London. **Speakers & Sessions:** Panel: Agentic AI in the Enterprise Speakers: * Joseph Reeve, Growth, ElevenLabs * Chris Parsonson, CEO, Solve Intelligence * Joanna Crown, Director of Data, Moonpig * Sultan AI Awar, Solutions Architect (Digital Natives) at Databricks * Moderator: Ethan Sumner, Co-Founder & CEO at Community Stack Session: Agentic AI in Practice: How LBG is delivering scalable business value through AI Description: This session highlights LBG’s enterprise approach to scale Agentic AI, showing how the Group has built a scalable and safe foundation for Agentic AI through investments in data & AI platforms, governance frameworks, reusable agentic patterns, and AI upskilling for colleagues. Speakers: * Astitva Karunesh - AI Business Lead, AI CoE, Lloyds Banking Group * Lara Vomfell - Senior Data & AI Scientist, AI CoE, Lloyds Banking Group Session: How AI can catch what staging environments can't Description: Dylan from Overmind will spend five minutes explaining a complex Cloudfront outage that exposed the personal data of more than a hundred thousand people. Then another five minutes explaining the AI techniques that we used to simulate this exact outage using off-the-shelf models and live infrastructure state, which would have allowed them to prevent it before it ever happened. Speaker: Dylan Ratcliffe, Founder & CEO at Overmind **Agenda:** 18:00 — Arrival and refreshments 18:15 — Welcome and introduction — Ethan Sumner 18:20 — Agentic AI in Practice - LBG 18:40 — How AI can catch what staging environments can't - Dylan 18:50 — Break 19:00 — Agentic AI in the Enterprise 20:00 — Close and networking We are always keen to hear from: • Speakers • Hosts • Sponsors If you would like to speak, sponsor, or host a future event, please reach out to [Ethan Sumner](https://www.linkedin.com/in/ethansumner404/) via LinkedIn. These communities form part of the [Community Stack](https://www.meetup.com/pro/generative-ai-uk-community/) ecosystem and follow the [Community Stack Code of Conduct](https://www.communitystack.io/code-of-conduct) and [Privacy Policy,](https://www.communitystack.io/privacy-policy) ensuring a respectful, inclusive, and welcoming environment for all attendees.

Join us at the next monthly London Security Engineering meetup! **🍕 6:00pm: Arrive** \- Kick off the evening with light refreshments and networking \(30 mins\) 🎤 **6:30pm:** **Main Talk** \- Glenn Wilkinson\, CEO & Co\-Founder @ Agger Labs on "Ransomware 2026: Get Ready or Get Wrecked" **☕ 7:00pm: Break** – Refresh, connect, and recharge (15-20 mins) ⚡ **7.15pm:** **Lightning Talk** \- TBC **🍻 8:00pm: Pub** \- We usually go to a neighbouring pub for a drink after\! This event is a good opportunity to gain practical insights, meet fellow security professionals and discuss the latest trends in the industry. 📍 **Where:** **[Uncommon Liverpool ](https://maps.app.goo.gl/Qtn4JWuHd8G3xLZK9)** 34-37 Liverpool St, London EC2M 7PP 📅 **When:** Thursday March 12th 2026 *This event is made possible by the teams at MMC Ventures, Maze, and Tracebit.*

**SREday: In-Person Event on SRE, DevOps & Cloud in LONDON** Conference focused on Site Reliability Engineering (SRE), DevOps, and cloud infrastructure, bringing together engineers, platform teams, and leaders to share real-world experience building, scaling, and operating reliable production systems. 🫆[Speakers & Topics](https://sreday.com/2026-london-q1/) 🎟 [Tickets](https://luma.com/sreday-2026-london-q1?from=embed)

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

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

**DevOps Not Dead: In-Person Event on DevOps, Platform & Cloud in LONDON** Conference focused on modern DevOps, platform engineering, and cloud infrastructure. It brings together engineers, SREs, and platform teams to share practical experience in CI/CD, Kubernetes, automation, cloud architecture, reliability, and operating production systems at scale. **🎤 [Speakers & Topics](https://devopsnotdead.com/2026-london-q1/)** **🎟 [Tickets](https://luma.com/devopsnotdead-2026-london-q1?from=embed)** Get your ticket — 50% OFF with promo code: MEETUP50

Hello folks! The next Ansible meetup is scheduled for **Thursday 12th March**. **Location** Metro Bank have kindly offered us use of their offices at 1 Southampton Row, London WC1B 5HA, short walk from Holborn Tube. The entrance is just down from the bank itself on Southampton row. Facing the Metrobank branch with Sainsburys behind you, head to the right past the bank and its on your left about 25mtrs. **As always, please bring photo ID.** **Agenda** Speaker: Gregor Berginc - Xlabs CEO Session Title: Ansible Beyond the YAML: Understanding Automation as a Supply Chain Summary: This talk explores what really runs during an Ansible execution beyond playbooks and roles. We’ll look at the hidden layers of the automation supply chain and why understanding them matters as automation scales. The goal is to share a mental model that helps practitioners move fast while understanding what truly runs in production. **Lightning Talks & Discussion** We will have lightning talks, and **accepting talks and discussions on the day**, so bring your laptop and slides/Playbooks or just start a discussion. We are looking for a for 5-15 minute lightning talks. Slides and demo optional, we are here for the discussion. We've love for you to [share your Ansible story](https://github.com/ansible-community/ansible-london-meetup/issues/new?template=submit-a-talk.md). **Refreshments & Pizza** Besides the talks, we'll have the obligatory refreshments and pizza. So come along, mingle with fellow Ansiblings, and hopefully learn something interesting from the experiences shared. **Talks wanted!** We are looking for talks (5-20 minutes) for this, and future meetups. If you have something you'd like to talk about at a future meetup, submit your talk via the [London GitHub Repo](https://github.com/ansible-community/ansible-london-meetup/issues/new/choose). Here's a list of topics people would like to hear about – can you give a future talk on any of these [popular requests](https://github.com/ansible-community/ansible-london-meetup/issues/37)? We look forward to seeing you on Thursday 12th March.

The **Women Coding Community (WCC)** is celebrating International Women's Week with a high-energy, hands-on Vibe Coding in London. This isn't just a presentation. It's a community coding event where we build the future of our platform together. This is vibe-coding hours in London where we build real things together using AI tools and the Model Context Protocol (MCP). No passive watching. Just coding, experimenting, and learning from each other. **What we'll get into:** MCP in action, connecting AI agents to real tools and data sources. \- Exploring Claude\, JetBrains AI and GitHub Copilot/Codex in a Java workflow\, \- Prompt skills that actually work\, how to get AI to write better code\, \- Pair programming with AI as your co\-pilot\. **Vibe coding**: implement things together, in real time, in person **Who this is for:** Developers curious how MCP actually works in practice. Java learners who want to use AI tools to level up faster. Anyone who learns better by doing than watching. Never attended our events before? No problem, this event stands completely on its own. Just bring your laptop and curiosity. **Choose your approach:** **The Architect:** Come with a specific Java project idea and your initial implementation. Use this time to pair program with mentors to solve bugs or add features. **The Catalyst:** Just bring an idea! Connect with other attendees, form a team on the spot, and spend the evening coding a prototype together. **Project Inspiration** All ideas are centred around enhancing the WCC ecosystem. Pick a level that challenges you: **Basic: Core Java** * You can also pick a good first issue from [our open-source project](https://github.com/Women-Coding-Community/wcc-backend/issues?q=is%3Aissue%20state%3Aopen%20label%3Ajava%2Fspringboot%20label%3A%22good%20first%20issue%22) * WCC Member Directory: Build a command-line tool to manage member profiles using Java Collections and File I/O * Event Attendance Tracker: Create a system to track check-ins for our meetups using the Java Date/Time API * Coding Challenge Generator: Develop a tool that randomly selects Java exercises for members to practise **Intermediate: Spring Boot & APIs** * You can also pick an open issue related to spring-boot [our open-source project](https://github.com/Women-Coding-Community/wcc-backend/issues?q=is%3Aissue%20state%3Aopen%20label%3Ajava%2Fspringboot) * WCC Job Board: Create a REST API for members to post and filter tech opportunities * Community Blog Platform: Build a backend that supports Markdown posts and author profiles * Skill-Tracking Dashboard: Develop a platform for members to track their learning journey and visualise progress Mentors will be on hand throughout the evening to guide you, answer questions, and help you get unstuck. **Schedule: Thursday 13 March, 6:00 PM - 9:00 PM (London Time)** **6:00 PM** \- AI Tools Showcase: Claude vs ChatGPT vs JetBrains AI **6:30 PM** \- Vibe Coding: Pair programming and feature building with mentors **8:40 PM** \- Closing and Networking **To join register here: [Registration Form](https://forms.gle/vNDNg8QLNnAKodh57)** **Host:** **🎙️ Speaker Adriana Zencke Zimmermann \| Senior Software Engineer \| [LinkedIn](https://www.linkedin.com/in/dricazenck/) \| [GitHub](https://github.com/dricazenck)** Founder & Director of Women Coding Community and Senior Software Engineer at Centric Software, with 15+ years specialising in backend systems, engineering leadership, and inclusion in tech. **🎙️ Speaker Sonali Goel \| Senior Software Engineer\, Tesco Tech \| [Website](https://sonaligoel.carrd.co/) \| [LinkedIn](https://www.linkedin.com/in/sonali-goel-tech/)** Women in Tech Award 2025 Winner, with 15+ years in large-scale e-commerce, cloud-native Java, and Agentic AI. A core leader at WCC passionate about mentorship and open source. **🎙️ Speaker Dr\. Ying Liu \| Senior Data Scientist\, Magic AI \| [Website](http://www.yingliu.site/) \| [Linkedin](https://www.linkedin.com/in/yingliu-data/)** Senior Data Scientist at Magic AI with a Ph.D. in Physics. Ying builds human pose estimation models from RGB and sensor data, specializing in real-time 3D pose estimation and end-to-end ML architectures. Outside work, she builds AI agents and tinkers with robotics. **👩🏽‍💻 About Women Coding Community** Our mission is to empower women in tech through education, mentorship, community, and career support. We run workshops and events, connect members with industry mentors, and champion more inclusive practices across the industry. **[Website](http://womencodingcommunity.com/) \| [LinkedIn](https://www.linkedin.com/company/103490940) \| [Slack](https://bit.ly/women_coding_community)** **👩🏽‍💻 Code of Conduct** All attendees are expected to follow our Code of Conduct: **[womencodingcommunity.com/code-of-conduct](https://womencodingcommunity.com/code-of-conduct)**

We are back! This is going to be a monthly IN PERSON meet up in London. A very big thank you goes to Accurx who is hosting us in their amazing Shoreditch offices. This will include access to facilities including coffee! 😻☕️ **Want to know more? 👇** As with all CoffeeOps, this is an interactive, chatty, build your own adventure type of meet-up. Instead of booking in experts to *learn* *from*, we gather a group of practitioners to ***learn*** ***with***. We have been running for over 4 years now and often get feedback that this is the most useful meetup people join! The event is approximately 90 minutes and always starts by brainstorming topics to discuss. The group then votes on the most relevant/interesting to them and we then cycle through the topics trying to discuss each deeply, but in a time bound slot. To get an idea of topics, you can check out our remote board [here](https://easyretro.io/publicboard/h404NF84Uje4tCcxpJdHr4Ycs9B3/a4a35d2b-181b-409b-832e-a729be1af79c). The general gist is anything is fair game, though we tend to revolve around software delivery and definitely lean towards the more Ops-y or DevOps-y side of things.

**You must register to attend:** [https://luma.com/d04bupgn](https://luma.com/d04bupgn) ​Attention London agent tinkerers and curious humans 🤖✨ ​Come join us for **ClawClub AI Agents Hackday** \- a bring\-your\-laptop afternoon for playing with AI agents\, agent UX \(AUX\)\, OpenClaw\, Moltbot\, or any agent idea you’ve been meaning to try\. ​No talks. No demos. Just tables, power, Wi-Fi, snacks, a shared scratchpad, and maybe a place where agents can hang out together. * ​​**bring a laptop 💻** * ​bring an agent (or curiosity) 🤖 * ​​register quick to avoid disappointment! 🎟️ * £10 ​​ticket price covers food, drinks & venue costs 🍴 * ​​hosted at [Newspeak House](https://newspeak.house/), The London College of Political Technology 🏛️ **You must register to attend:** [https://luma.com/d04bupgn](https://luma.com/d04bupgn)

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.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

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! ☀️

Please Join GDG Cloud Indy for a live demonstration of latest Google AI Tools for building apps, followed by practical examples of enterprise production. Coming to central Indy. The Lineup: 11:00 AM AI-Assisted Development with Antigravity Google Antigravity is an agent-first IDE. We will move beyond standard code completion to explore how autonomous agents can orchestrate terminal tasks, manage dependencies, and perform UI testing directly within the development environment. This session includes a walkthrough of Antigravity's core interface followed by a live demo building a simple full-stack webapp to show how these agentic workflows function in practice. Speaker : Anil Yanamandra is a Solutions Architect with 17+ years of experience building global, consumer-facing applications. He is currently focused on transforming legacy enterprise processes and systems through the strategic application of Generative AI. A hands-on practitioner in the rapidly evolving AI landscape, Anil constantly explores the latest tools and methodologies to bridge the gap between cutting-edge research and production-ready AI engineering. 11:40 AM Real Life AI Coding Examples Review real-life examples of applications and utilities created with AI code-assist tooling, as well as security and safety considerations pertaining to developing and using AI tools in a large organization. Speaker : Jeff Price is a Senior Technical DevOps Manager at Red Hat, and leads a technical team responsible for Enterprise Resource Planning systems and software delivery pipelines for Go to Market systems. He has a background in IT Infrastructure, Public and Private Cloud, and DevOps. The Perks: 🎁 Exclusive GDG Swag for attendees! 🍕 Pizza & Soft Drinks (for in-person guests). 🤝 Networking & Q&A with local industry leaders. Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/ See you there! P.S.-> Parking Vouchers instructions will be available to attendees for Free garage parking. This is a hybrid event. Join the event virtually at https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-build-real-world-ai-apps-with-google-antigravity/ or in person at Lacy School of Business (LSB) , Dugan Hall (DH 118 Classroom) , Butler University - 625 Butler Way Indianapolis, 46208 *** Agenda *** Speakers Anil Yanamandra Anil Yanamandra is a Solutions Architect with 17+ years of experience building global, consumer-facing applications. He is currently focused on transforming legacy enterprise processes and systems through the strategic application of Generative AI. A hands-on practitioner in the rapidly evolving AI landscape, Anil constantly explores the latest tools and methodologies to bridge the gap be… Jeff Price - Red Hat (Senior Technical DevOps Manager) Jeff Price is a Senior Technical DevOps Manager at Red Hat, and leads a technical team responsible for Enterprise Resource Planning systems and software delivery pipelines for Go to Market systems. He has a background in IT Infrastructure, Public and Private Cloud, and DevOps. Host Olga Scrivner - Scrivner Solution Inc. (President) Olga is an Assistant Computer Science and Software Engineering Professor at Rose-Hulman Institute of Technology. She is also a President and Co-Founder of Scrivner Solution Inc. Olga’s passion is upskilling and mentoring women in STEM. She is a Women TechMakers Ambassador and a member of the Executive Committee for the IEEE Women in Engineering (Central Indiana) chapter. Olga’s current researc… Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-build-real-world-ai-apps-with-google-antigravity/.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** TBD **YouTube Link** TBA