Big Data for Social Media

When I went freelance, I wanted someone I trusted to tell me exactly how they’d done it. I didn’t want vague blogs. So that’s what I’m doing. I'm **[Isabel Woodford](https://www.isabelwoodford.com);** a former Reuters reporter, and now freelancer - featured in The Atlantic, The FT, The Times, The Guardian, The Observer, and more. Join me for my in-person, freelancing [Masterclass](https://www.tixtree.com/e/how-to-crack-freelance-journalism-the-finances-with-isabel-woodford-a5a3da7dc7fd) (RSVP here to gurantee your spot). This is targeted at journalists thinking about going solo, or those who've recently made the jump. If you've ever wondered how your peers got their bylines, what they earn ($), and how they've built their careers outside of a newsroom, this is for you. **WHAT TO EXPECT** Join me for a candid, off-the-record discussion on tackling freelance life. I'll be sharing a practical framework for how to build a successful career, as well as discussing the raw truths about tackling the industry. That includes money chat! This is intentionally not another webinar; it's an in-person event to meet real people, and to be part of a live conversation. *Special guests: I'll be joined by top commissioning editors, with experience at the Boston Globe, New Scientist, and Bloomberg.* We'll be discussing: * The 'open secret' of freelance journalism * Building a financial roadmap * How to pitch (and land) major publications * How to think long-term \*\* --- **EVENT DETAILS** **Schedule**: Doors open at 7pm, and final entry will be at 7.15pm - just before the fireside chat begins. We'll be wrapped up by 8.30pm. Spaces are extremely limited. Please note, there is unfortunately no wheelchair access to the venue. **We can't wait to see you!** For any questions, contact: **[isabel@lfjcollective.org](mailto:isabel@lfjcollective.org)**

The Data Science Speakers Club is a Toastmasters International club enabling the current and next generation of Data Scientists to improve their Public Speaking Skills. This is a HYBRID Meeting! So join us Online via ZOOM or In-Person. Joining the Data Science Speakers Club means joining a supportive environment to build your confidence in public speaking and to practice speaking in front of an audience. You will also gain the opportunity to receive feedback on your speeches in a friendly environment, including what you have done well and guidance on the areas you can improve upon. We also run a mentorship program where an experienced mentor supports you on your public speaking journey. Meeting Theme: **TBC** Tentative Schedule: 18:30 - President's welcome 18:40 - Prepared Speeches (3 prepared speeches with evaluation) 19:25 - Guest introduction 19:30 - Break 19:40 - Table Topic 20:30 - Wrap up, awards, announcements End of Meeting The theme is to do with exploring various aspects of power, including how it is distributed, challenged, and transformed in different contexts. In the first part, there will be speeches. In the second half, we will have impromptu speeches preparation in groups called Table topics where guests can participate. We meet on the 1st, 3rd, and 5th Mondays of each month from 6:30 pm online. Each meeting is a mixture of prepared speeches by our members, speaking roles, and impromptu speaking challenges by members and guests. Our meetings are free to attend and you only have to speak if you want to. For in-person attendance, snacks will be provided. Entrepreneurs, Innovators, and Mathematical and Logical Thinkers aiming to focus on their communication and leadership development are always welcome to attend our meetings, to increase their self-confidence, become better speakers, and become better leaders. TEAMS LINK: [https://teams.microsoft.com/meet/3590758490979?p=Uhe84WWRIJm3uci7v3](https://teams.microsoft.com/meet/3590758490979?p=Uhe84WWRIJm3uci7v3 "Meeting join") FACEBOOK: [https://www.facebook.com/datasciencespk/](https://www.facebook.com/datasciencespk/) LINKEDIN: [https://www.linkedin.com/company/data-science-speakers-club](https://www.linkedin.com/company/data-science-speakers-club) TWITTER: [https://twitter.com/datasciencespk](https://twitter.com/datasciencespk) INSTAGRAM: [https://www.instagram.com/datasciencespk/](https://www.instagram.com/datasciencespk/)

We're fed up of boring, monotonous exercise - let's play ourselves fit! **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! *** Rabble is a fitness club with a difference: * Every 1 hour session is a mixture of team games, such as Capture the Flag, Frisbee or Kickball - no two sessions are alike! * We are SUPER friendly and often host socials after the game * All abilities are welcomed * Our aim is to have **FUN**, make **FRIENDS**, and get **FIT** without even noticing * Bring your friends along! Please come in comfortable sports clothing and bring a bottle of water and hand sanitizer. Trail shoes or studs (weather dependent) are recommended, or a good pair of trainers. Please arrive 5-10 minutes before the session to allow us to start on time. We play every: * Monday in Highbury & Islington (19:00 - 20:00) * Tuesday in Shoreditch / Haggerston (19:00 - 20:00) * Wednesday 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. Book your place here: [https://joinrabble.com/locations/london/](https://joinrabble.com/locations/london/) **Love Rabble**

A free, in person, 6 day event for professionals looking to renter the marketing, PR and comms industry after a career break. Confidence and skills workshops, inspiring speakers, job search techniques, networking opportunities.

Mondays at Wimbledon Salsa & Bachata Club Wimbledon Salsa & Bachata Club, Drake House Dance Hall, 44 St George’s Rd, Wimbledon, London SW19 4ED 7pm – 11:00 pm Bachata classes: 7:30 pm – 8:30pm Salsa classes: 8:45pm – 9:45pm Social Dancing from 9:45pm Closed at 11pm) No prior bookings needed, just turn up and dance Absolute beginners warmly welcomed High quality lessons from Beginners to Advanced. Fun & friendly classes for dancers of all levels. Plenty of high quality social dancing to the best and latest Salsa, Bachata, Cha Cha and Latin grooves. Wear comfortable shoes and light clothes, to keep you dancing comfortably all night £15 Classes + Club 4 min walk from Wimbledon Main Line station. Parking on surrounding streets. To buy any of our awarding winning Salsa courses online, simply click on the course of your choice. The course credits can be used at any of our venues at any time in a 12 month period: New Salsa course for any level: 3 weeks SALSA BRONZE @ £42 6 weeks SALSA SILVER @ £78 9 weeks SALSA GOLD @ £99 Incognito Dance Company also teaches regularly at Earl's Court Salsa & Bachata Club, Putney Salsa & Bachata Club, Hammersmith Salsa & Bachata Club. As well as Online

## What to Expect – Ripple Social Studio Ripple Social Studio is a practical, beginner-friendly Social Media Workshop designed to help you turn intention into published content. This is not a passive training session. You will learn, apply, and leave having taken real action. ### Session Flow **9:30am – Meet & Greet** Welcome, introductions, and clarity on your individual goals for the session. **10:00am – Strategy Presentation (30 minutes)** You’ll learn: • How to build a clear, commercially aligned social media strategy • Strategic visibility – showing up where it counts • Simple frameworks you can apply immediately **10:30am – Practical Implementation** This is where the real work happens. You will begin implementing what you’ve learned with guided support in the room. **11:15am – Reflection & Publishing** • Refine your content • Share learning • Post or schedule your content • Leave with visible progress, not just notes ### What to Bring • A laptop, tablet or electronic device (essential) • Access to your social media accounts • Any existing content ideas or drafts • An open mindset and willingness to take action This is a working session. You will be creating. ### How to Find Us The session will take place at: 38 Celebration Avenue, Stratford, E20 (Opposite Stratford International Station) Look out for Ripple Social Studio signage at reception. If you arrive early, feel free to introduce yourself — we will begin promptly at 9:30am. This is a structured, supportive environment designed to help you build consistency, confidence and commercial clarity in your online presence. We look forward to welcoming you.

Join us on March 17th from **6:00pm** for a Data Streaming meetup hosted by **Snowflake** and supported by **Dremio** and **Streambased!** 📍**Venue:** **Snowflake** One Crown Place, London EC2A 4EF, U.K. 5th & 6th floors · London **PLEASE bring your PHOTO ID and REGISTER with your details for security purposes.** 🗓 **Agenda:** * 6:00pm – 6:30pm: Food/Drinks and Networking * 6:30pm - 7:00pm: Celeste Horgan, Developer Advocate, Snowflake * 7:00pm - 7:30pm: Tom Scott, Founder & CEO, Streambased * 7:30pm - 8:00pm: Will Martin, EMEA Evangelist, Dremio * 8:00pm: Q&A Networking 💡**Speaker One:** Celeste Horgan, Developer Advocate, Snowflake **Title of Talk:** I have no idea what I’m doing, or: building an Apache Spark to Apache Iceberg pipeline from scratch for data ingestion **Abstract:** Transitioning to Apache Iceberg requires a shift in how we think about data storage and ingestion. Enter: Apache Spark… maybe? Exactly how is an open question. In this talk we’ll go through the trial-and-error process of ingesting data into an Apache Iceberg table using Apache Spark. We’ll learn about file formats for Apache Iceberg tables, when to partition (and what the consequences are), common integration mistakes (as made by me in the learning process), and what Apache Spark does best, and when a different tool might work better. Most importantly, we’ll learn how to learn a new piece of software fast using AI to help rather than hinder. **Bio:** Celeste Horgan is a Sr. OSS Advocate at Snowflake. She got her start in open source at the Linux Foundation, where she supported the Kubernetes project on their documentation. From there, she went on to work at Aiven on open source data platforms, and now continues that work evangelizing data systems for Snowflake. Her work on inclusive language has been featured in the New York Times, and she lives in London. 💡**Speaker Two:** Tom Scott, Founder & CEO, Streambased **Title of Talk:** Turning The Database Inside Out **Abstract:** Over a decade ago, Martin Kleppmann's Turning the Database Inside Out reshaped how we think about data systems, putting the event stream at the heart of storage and computation. That vision inspired a generation of systems built atop Kafka, Flink, and event-driven materializations. But what if we never finished what Martin started? This talk takes the next leap, reimagining not just the transaction log, but the entire database through the lens of streaming. We'll keep Kafka as our canonical source of truth, but enrich it with the missing primitives: long-term storage, indexes, and projections. To achieve this, we'll move beyond Kafka's simple produce/consume model and embrace Apache Iceberg as the new foundation for durable, queryable event data. **Bio:** Long time enthusiast of Kafka and all things data integration, Tom has more than 15yrs experience in innovative and efficient ways to store, query and move data. Tom is currently CEO at Streambased a company focused on unifying operational and analytical data estates into a single, consistent and efficient data layer. 💡**Speaker Three:** Will Martin, EMEA Evangelist, Dremio **Title of Talk:** From Stream to Table: Building Kafka-to-Iceberg Pipelines **Abstract:** While Kafka excels at streaming data, the real challenge lies in making that data analytically useful without sacrificing consistency or performance. This talk explores why Apache Iceberg has emerged as the ideal streaming destination, offering ACID transactions, schema evolution, and time travel capabilities that traditional data lakes can't match. Learn about some foundational tools that enable streaming pipelines and why they all converge on this industry standard table format. **Bio:** Will Martin is the EMEA Evangelist at Dremio. Beginning with a background of statistical analysis in particle physics, his professional journey has spanned multiple industries, including banking, shipping logistics, entertainment, healthcare, defence, and customer 360. With experience as a data engineer, solutions architect, and software developer, he has spent 15+ years collaborating with companies and organisations across EMEA and APAC, including roles at CERN, Deloitte, and Tamr. \*\*\* If you are interested in hosting/speaking at a meetup, please email community@confluent.io

***Please note: signing up to this event does not mean you are booked onto the course. For full details and booking information, please visit [Cademy.](https://datacove.cademy.io/introduction-to-r-shiny)*** **Introducing Datacove** Datacove are a Data and Analytics Consultancy Team based in Brighton, with experience in founding many well-attended R & Python events. Plus, home of the EARL Conference! We work across multiple streams - from marketing and consumer analytics, to bespoke dashboards, process automation, and training! :) **Introduction to R in Shiny** Thursday 19th March, online 10am-12pm. £99 + VAT **Understand what Shiny is and when to use it** * What Shiny does, how it fits into the R ecosystem, and common use cases (apps, dashboards, internal tools, data products) * Differences between static R outputs (plots, reports) and interactive Shiny applications **Learn the basic structure of a Shiny application** * The roles of ui and server components * How shinyApp() brings the UI and server together * File structures for a multi-file Shiny app **Build user interfaces with Shiny layouts** * Using layout functions such as fluidPage() , sidebarLayout() , sidebarPanel() , and mainPanel() * Organising content with rows, columns, tabs, and panels * Adding titles, text, and spacing for clean, readable app design **Work with Shiny input and output elements** * Common inputs (sliders, dropdowns, text inputs, buttons, checkboxes) * Displaying outputs such as plots, tables, and text * Connecting inputs to outputs through the server logic **Introduction to Shiny’s reactive programming model** * What reactivity is and why it matters in interactive apps * How Shiny automatically updates outputs when inputs change **Create a foundation of a complete, working Shiny app** * Combining UI layouts, inputs, outputs, and reactivity into a functional application * Running and testing apps locally * Leave with a foundation app, ready to learn more advanced content to build upon. **Be ready to build your first dashboard or application** * Understanding next steps, such as theming, modules, and deployment options **How to Join** Please visit [Cademy](https://datacove.cademy.io/introduction-to-r-shiny) to book your space.

For the second event of the year I'm excited to be hosting at the Meta Offices. We'll have 2 speakers and a fireside chat again. Details below with more to come closer to the time. **PLEASE NOTE:** Guests will HAVE TO SIGN UP to the event with first name and last name to be allowed into the building. If you're bringing someone with you, they'll need to register for the event as well. Registration will close 24 hours before the event. If you've not been to one of our events before then here is what you can expect. CRAP (Conversion Rate Optimisation, Analytics, Product) Talks is a cross-discipline event. We don't work in silos so why network and learn in silos. In the past we've had speakers from Data, Analytics, CRO, Product, Marketing, Data Science, Design and Research and so many more. If you work in tech, chances are you work cross-functionally, so come along and meet people doing amazing things in tech. **Hosts:** Meta **Venue:** Meta Brock, 10 Brock St, London NW1 3FG **Date:** 17/03/2026 6pm doors open Talks kick off at 630 Wrap up approximately 9:00pm. **Speakers:** * **Speaker Name:** [Tom Collingburn](https://www.linkedin.com/in/tom-collingburn-7b7b5a16a/) \| [Tom Milne](https://www.linkedin.com/in/thomas-milne-3422482b/) * **Title:** Senior Data Analyst \| Head of Experience Insights * **Talk Name:** The Measurement Dilemma: ITV's Long Term Holdout Group * **Talk Summary:** ITVX reaches more than 15 million viewers each month across web, mobile and 16 different TV applications. Our Product & Tech teams are rapidly expanding and updating the viewer experience to meet the challenges of an extremely competitive entertainment marketplace. But how do we know the cumulative impact of these Product changes is positive, in a content-driven business that is hugely influenced by competition and seasonality? In this talk we’ll show how we adopted a Long Term Holdout Group to answer this critical business question. We’ll share the technical successes, the inevitable hurdles, and the hard-won learnings we gathered along the way. * **Speaker Name:** [Igor (Iggy) Skokan](https://www.linkedin.com/in/igorskokan/) * **Title:** Director, Marketing Science, Meta * **Talk Title:** Measure What Matters with Incrementality * **Talk Summary:** Shifting consumer behaviors and the rise of formats with limited click opportunities like video have made the attribution models most advertisers rely on less effective. To capture a fuller picture of performance, advertisers must build a trusted suite of tools and methods to get closer to measuring incrementality, i.e., the true, additive value of their campaigns. This session covers how to build a practical measurement stack to estimate incrementality - the true impact of campaigns.. **Fireside Chat hosted by Parveen Downer:** * **Guest in the hot seat:** [Manasi Goel](https://www.linkedin.com/in/manasi-goel-9aba52a1/) * **Title:** Head of People & Culture at EE * **Talk Title:** Stop the Slop: Building a Real AI Builder Culture * **Talk Summary:** Most organisations are currently caught in the "AI Slop" trap: generating pages of meaningless text , chasing "10x productivity" myths , and seeing zero actual return on investment. But for product teams in mature, complex organisations (or most organisations for that matter), the real opportunity isn't about doing more work—it’s about doing better work. Join us for a candid, hype-free conversation on what it actually takes to integrate AI into the heart of a "legacy" organisation. We’re moving past the scaremongering and the "human-in-the-loop" clichés to explore how teams can "slow down to speed up". Forget the tech-bro manifestos. This is a session for those who want to build a career that is inspired, hopeful, and—most importantly—slop-free.

***[We're leaving Meetup! Going forward, tickets on Meetup will be limited. We encourage you to register via our Luma calendar instead, where the full number of tickets will be available.](https://aisignals.org.uk/events)*** **Agenda** 06:00pm - Doors open, food and drink served 06:30pm - Welcome 06:35pm - [Ana Catarina de Alencar](https://www.linkedin.com/in/ana-catarina-de-alencar-6b022990/), Resident Philosopher at The AI Collective, "AI That Reads Emotions: What It Means for Data Privacy, Consent, Your Teams" 07:00pm - Break 07:15pm - [Will Chan](https://www.linkedin.com/in/will-chan2125/), Senior Product Manager at Risk Ledger, "How to Scale Yourself with an AI Digital Twin" ​07:45pm - Lightning Talk: [Jethro Reeve](https://www.linkedin.com/in/jethroreeve/), Full Stack Developer at Coefficient, "Explore the Kingdom - Cursor tool use with messy data" 09:00pm - Wrap up and social at [Well & Bucket](https://maps.app.goo.gl/ZrUAiLyRjUddQzVQ6) **Please note you will be unable to enter the venue before 6.00pm.** RSVPs will close 24 hours before the event, you may be unable to register after this time but you can still watch online. If you can't join us in person you can watch remotely via [our YouTube channel](https://youtube.com/@ai-signals-community). **Our hosts may require that we provide a list of all attendees, please ensure that you register with a name that matches your government issued ID or bank card: if you do not we cannot guarantee you entry to the building.** Please RSVP for the event well in advance if you plan to attend in person and unRSVP if you can no longer attend as limited spaces are available.

Our next Experimentation London Meetup will take place on **Wednesday, 18th March 2026**. You **must** sign up on the [Experimentation London website](https://www.experimentationlondon.com/) to purchase your ticket and be allowed entry due to health and safety! We have a fantastic lineup of speakers, including: Emma Travis, Director of Research at Speero: "AI x UX Research - Embracing Efficiency Without Losing Empathy" And Iqbal Ali, Fractional AI solutions engineer and Experimentation lead. Sustainable and Responsible AI specialist. Consultant, developer, trainer. Builder and founder @Ressada: "The AI sustainability problem, and the small model solution" To help us manage the space's capacity (and ensure we have the right amount of food and drink for everyone), please sign up for your ticket on our [Experimentation London website](https://www.experimentationlondon.com/). \-\-\- **Location** *Central London location - see full address and details on the [Experimentation London website](https://www.experimentationlondon.com/)* \-\-\- **Agenda** 6:00 PM - Welcome drinks, pizza and networking 6:30 PM - Introductions 6:40 PM - Emma Travis 7:10 PM - Short break 7:30 PM - Iqbal Ali 8:00 PM - More Networking 8:30 PM - Official end \-\-\- **Event & Speaker Guidelines** * No Sales Pitches: Our group is a space for genuine connections and learning. Tell stories. * Respect and Open-Mindedness: Embrace diversity, treat everyone with respect, and value different perspectives. * Community Spirit: Engage positively to build a supportive and collaborative community.

### **Automate Your Instagram. Create With AI. No Code Needed.** Join our hands-on, **3-hour in-venue workshop** where we build a complete **AI-powered Instagram automation system** using **n8n**, **ChatGPT**, and **Meta Developer tools**. If you're an **influencer**, **social media marketer**, **content creator**, or someone who loves **no-code, low-code, or vibe-coding**, this workshop gives you everything you need to automate your content workflows from scratch. *** ## ⭐ **What You’ll Learn** ### **1️⃣ n8n Fundamentals – Quick & Practical** * How n8n workflows work * Trigger nodes, data flows, scheduling * Running your first automation in minutes ### **2️⃣ Instagram Setup via Meta Developer Portal** * Creating an app in Facebook Developer * Connecting your Instagram Professional Account * Granting correct permissions * Making the account fully ready for automation ### **3️⃣ ChatGPT API Setup & Integration** * Adding your API key * Connecting ChatGPT to n8n * Sending prompts + handling responses in real time ### **4️⃣ AI Content Creation** * Generating Instagram captions with ChatGPT * Creating hashtags, prompts, tone styles * AI Image generation (photos, posts, mood graphics) * Preparing assets for Instagram publishing ### **5️⃣ Automated Scheduling & Posting** * Scheduling posts inside n8n * Auto-posting images or carousels * Error handling & optimization * Scaling workflows for multiple accounts *** ## 🎯 **Workshop Goal** You will leave with a fully functioning Instagram automation pipeline that can: ✔ Generate text with AI ✔ Create AI images ✔ Schedule posts ✔ Publish automatically to Instagram ✔ Run without writing code *** ## 👥 **Who Is This For?** Perfect for: * Influencers & creators * Social media managers * Marketers * Entrepreneurs * No-code / low-code builders * Anyone curious about AI-driven content automation No coding experience required — just bring your laptop. *** ## 🕒 **Event Details** **Duration:** 3 hours (full practical workshop) **Minimum attendees required:** 10 participants **Format:** Hands-on, build-as-you-learn **Bring:** Laptop + Instagram Professional Account + Meta Developer access *** ## 🎟 Why Join? You will learn how to automate your social media presence using modern AI and no-code tools — giving you more time to focus on creativity and growth. ## ⭐ This workshop requires a minimum of 10 confirmed attendees. If fewer than 10 participants register, the event will be cancelled and **all attendees will receive a 100% refund automatically**. No action is required from your side.

**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: Type Annotations with John Cassidy 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

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

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/

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

Is your business taking more of your time than you would like? [Rob Young](https://www.linkedin.com/in/cinci-robyoung/) principal at [Stage 3 Group](https://www.linkedin.com/company/stage-3-group/), hosts this workshop series and is the author of Stage 3 Success. * Provides a framework and a playbook for leaders of emerging businesses * Reviews business management tools and techniques for scaling and maturing a business * How to recognize and leverage stories hidden in financial statements * How to implement financial and operational controls and use leading indicators to spot trouble before it occurs * How to manage your time for maximum effect * How to deal with nonperforming employees * How to create standard operating procedures throughout your organization Four sessions will include two hours of content and an optional 90-minute hands-on lab. Reserve your spot via this link: https://clintonvilleba.com/calendar/#!event/2026/3/20/chaos-to-clarity-to-control ($200 for non-CABA members.)