Information Science

**Don’t miss the latest announcements from AWS re:Invent 2025!** Stay up to date with the newest innovations and hear firsthand insights from speakers who are already building and experimenting with these features in the real world. 🚀 **Seats are limited** 📍 **BDD 1075 Rooftop** 🗓 **Saturday, February 7** **⏰ 12:30 PM sharp** **Speakers:** * **Peter Bardawil** // Associate Director of Engineering @ Speedlane Peter Bardawil is a Lead Engineer and Associate Director at Speedlane, with over a decade of experience in web development and cloud systems. He's a full-stack engineer who also specializes in DevOps and cloud architecture, working with AWS, GCP, and Azure. Peter has led teams and helped build and scale large, high-impact projects used by thousands of people * **Awedis Keofteian** // Senior DevOps Engineer @ Washmen, AWS Hero Awedis (Avo) is a Senior DevOps Engineer at Washmen and an AWS Community Hero, passionate about building scalable, reliable, and efficient cloud architectures. Outside of work, he enjoys playing basketball, going for a jog, and staying active while exploring new tech ideas. * **Omar Chouman** // Senior Software Engineer @ Aspire Software A software engineer with hands-on experience building and scaling cloud-native systems on AWS, focusing on backend engineering, microservices, and performance optimization, and an active open-source contributor. * **Jean-Pierre Fakhry** // Head of AI @ Chizl, AI consultant at MITAI Jean-Pierre Fakhry is the Head of AI at Chizl, driving the company’s AI vision to redefine how investors and analysts access equity insights. He also serves as an AI Consultant for the Ministry of IT & AI in Lebanon, contributing to national AI strategy and digital transformation initiatives. An AI strategist and educator, Jean-Pierre works with startups and institutions on applied and generative AI and is a frequent speaker known for bridging technical depth with real-world impact. * **Hadi Abou Daya** // AI Engineer @ Savencia Hadi Abou Daya is a Data Scientist and AI Engineer currently working as a consultant in Paris. He builds LLM agents, RAG systems, computer vision, and causal inference projects for SaaS, ad-tech, mobility, and fnb companies. 🎯 **An afternoon packed with insights, networking, and innovation**

Join members of the local UX and Digital Design community for a casual monthly breakfast. There _might_ be a little snow, but there _will_ be effectively infinite serve-yourself coffee, so it evens out if you ask me. Just a reminder, while the other locations are great too, we’re at the Lane Ave one this time.

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

**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)

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

OWASP is ending use of Meetup, so I built an eventbrite for the event. https://www.eventbrite.com/e/ai-development-risk-case-studies-and-how-agentic-ai-is-the-future-of-appsec-tickets-1981450622150?aff=oddtdtcreator AI is transforming how software is designed, developed, and deployed, dramatically accelerating velocity while introducing new categories of risk. As organizations adopt AI-assisted coding, autonomous agents, and increasingly complex model interactions, traditional application security approaches struggle to keep pace. This talk examines emerging AI-driven risks through real case studies from the field, highlighting issues such as insecure code generation, data-leakage pathways, model manipulation, and evolving supply-chain threats. We will explore how engineering teams must adapt their people, processes, and governance models to secure AI-augmented development workflows effectively. The session will then introduce agentic AI as the next evolution in application security—autonomous systems capable of continuous analysis, multi-step reasoning, and real-time remediation. Attendees will learn how combining agentic AI with modern practices can reduce developer friction, improve coverage, and create a future-ready application security strategy designed for the demands of AI-native software development

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

[MOVIE DESCRIPTION BELOW] *Survivors of the apocalypse send a convict in a small submarine to explore a desolate moon that's an ocean of blood.* \~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ **PLEASE SEE GROUP BIO FOR FULL FAQ. Meetup only allows a certain amount of characters when posting events from a mobile device and out FAQ is longer than that limit. A condensed version is posted below here** \~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ First-time attendees: below are some Frequently Asked Questions about events for your consideration: * **What is involved in this type of event? (_Group Watch & Socialize Event)** * We typically arrive before the movie, maybe chat and catch up with folks a bit, watch the movie in the theater, then afterwards have a more extended chat with everyone who saw the movie. * **Do I have to chat before the movie?** * Nope! Totally understandable if you'd rather just watch first so you can have something in common to discuss afterwards. * **Will people approach me/talk to me?** * Not a guarantee as it depends on who is hosting, but a good host or other group members will try to at least say hi to members after the movie and may make an effort to include newer faces in the conversation in some way. Please feel free to jump into the conversation as you feel comfortable and understand this is done with good intent :) We are happy to have you! * **How will I know who is the host or where people are gathering to talk about the movie?** * This depends on each host, but good practice is for the host to indicate a notable item of clothing they are wearing for other members to look out for. But generally we gather in a loose circle in the theater lobby or outside the theater to talk, so if you recognize the host or other group members - that's the spot we've decided on! Just kind of depends on the feel of the group where we gather. * **What is with posting the seat numbers?** * A good practice we've found is to post our seat numbers when we have ordered tickets for a movie. This is just another way for members of our group to find each other as it might not be immediately obvious who is here as part of the group event: some events are at public movie theaters, after all. You are not by any means obligated to post your seat number if you do not feel comfortable doing so, just something we've found that works nicely for encouraging some socialization. * **Will there be food?** * General guideline: if the movie starts at 7ish pm or later, you might wanna have dinner first or plan on buying movie snacks. Restaurant kitchens tend to close around 9-10pm. We sometimes do go to restaurants after movies as a group, but moreso bars whose kitchens may or may not be open. Plus, kind of bad manners for a group to descend upon a bar when the kitchen is closing is 10 minutes lol. Bars are just convenient social places, there is zero pressure to drink but there just aren't many places open late when we may leave movies. There is potential to order or provide food for group events, but it should not be expected unless stated in the event description. * **How do I stay in contact with the group after the movie?** * We have another app we use for discussion because Meetup is somewhat cumbersome to use for casual conversation. The app we use is called Discord. The link is posted below: * Link: https://discord.gg/4r7QxzmSvH * [Place link here] \~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ * **Can I create events as a member?** * Initially, no but this group is open to members suggesting events or becoming part of the Event Organizers over time. We don't want to open the opportunity for everybody initially to create events because that kind of role has some responsibility towards it. There are certain permissions granted to that role that not every member should have. However, if a member has a proven track record of treating every group member with due respect, and a willingness to plan events: they can become and Event Organizer and create their own events. Please reach out to leadership if this sounds like something that would interest you. * **Can I donate to the group?** * Absolutely! See group bio