Machine Learning with Python

The TLV PUG is back! Join us for an afternoon of talks, food, drinks, and good company at Microsoft Reactor Tel Aviv on Level 50 with those incredible skyline views. This time we've got three great talks lined up. Oh, and there will be swag. You're welcome. **Talks:** **From Zero to AI Agent: Building with Microsoft Foundry Agent Service** *[Engin Diri](https://www.linkedin.com/in/engin-diri/) \- Senior Solutions Architect\, Pulumi* AI Agents are everywhere right now, but how do you actually build and deploy one without losing your mind? In this talk, Engin will walk through how to use Microsoft Foundry Agent Service together with the Microsoft Agent Framework and Pulumi to spin up, configure, and manage AI agents, all as code. We'll go from an empty project to a working agent, covering the gotchas and the good parts along the way. **OpenClaw Bots Done Right: No Security Nightmares Included** [Dor Serero](https://www.linkedin.com/in/dorser/) \- Principal Architect\, Microsoft So you want to run an OpenClaw bot, or any agent for that matter. Cool. But have you thought about what happens when things go sideways security-wise? In this session, Dor will share real-world lessons on running OpenClaw bots without the kind of setup that keeps you up at 3 AM wondering if something just went horribly wrong. We'll cover common pitfalls, hardening tips, and practical patterns to keep your bot humming without opening the door to trouble. **OpenClaw Running My Life 🦞 (and I'm not sure If I can take them back)** *[Roey Zalta](https://linkedin.com/in/roey-zalta) \- Data & AI Solutions Engineer\, Microsoft* What happens when you stop treating OpenClaw as a demo and start letting it run real parts of your life? In this session, Roey will walk through his personal setup, showing how he balances security, privacy, and convenience while giving agents real autonomy. From always-on monitoring to reactive automations, you'll see what it actually takes to operationalize OpenClaw beyond toy examples. We'll cover the trade-offs, the unexpected behaviors, and the lessons learned when your agent becomes a system you rely on daily. Sometimes helpful, sometimes slightly too enthusiastic. **Schedule:** * 5:00 PM — Doors open, food, drinks & networking * 5:30 PM — From Zero to AI Agent: Building with Microsoft Foundry Agent Service (Engin Diri) * 5:55 PM — OpenClaw Bots Done Right: No Security Nightmares Included (Dor Serero) * 6:20 PM — OpenClaw Running My Life 🦞 (Roey Zalta) * 6:45 PM — Networking, food & drinks * 7:30 PM — See you at the next one! **Where:** Microsoft Reactor Tel Aviv Menakhem Begin Rd 144, Level 50 Tel Aviv-Yafo After the official wrap-up, we'll continue any interesting discussions at a nearby bar for those who want to keep the conversation going. Spots are limited, so grab yours early. See you there!

\*The meeting will be held in Hebrew. . . . **Winning the Room: A Masterclass on Pitching & Presentations** Your pitch is your most important tool as a founder. Whether you are standing in front of investors, partners, or your very first clients, the ability to control the room and deliver a sharp, persuasive message is what turns a vision into a reality. This masterclass provides you with the practical, high-stakes tools you need to master your performance. . . **Why You Should Join (and why does it worth you time & money)** As an entrepreneur, your time is your most valuable asset. This webinar moves past theoretical advice and focuses on the "how-to" of public speaking and persuasion. This session is designed to be highly practical, focusing on the "how-to" of successful pitching. We will dive deep into the following: * **Practical Pitching Tools:** How to craft a focused and compelling pitch that hits all the right marks. * **Effective Communication:** Techniques to ensure your message is not just heard, but understood and remembered. * **The Power of Body Language:** Learning how to project authority and leadership through your physical presence. * **Building a Personal Story:** How to weave your personal narrative into the business case to create a lasting emotional connection. . . **The Bonus:** In a special interactive segment, you will have the chance to present **your own pitch live** during the webinar and receive immediate, professional feedback to refine your delivery. This is a rare opportunity to get expert eyes on your work before your next big meeting. . . **Important notice ‼️** This is a focused investment in your professional growth, designed to ensure that the next time you stand in front of a decision-maker, you are fully prepared to win. For that reason, we ask for a symbolic participation fee of 44 ILS. . . . **About the Speaker** The masterclass will be led by **Elad Hollander**, a serial entrepreneur and a seasoned expert in the global startup ecosystem. Elad Hollander is the Accelerator Program Director at the Resilience & Health Innovation Hub, where he designs and delivers end-to-end curricula for high-impact entrepreneurial programs. With a decade of experience at the intersection of founding, fundraising, and mentoring, Elad has guided more than 200 startups through the journey from raw ideas to investor-ready ventures. As a serial entrepreneur, Elad served as the Co-Founder & CEO of New York-based Spoilme Inc and is a Founding Partner at the sports tech agency Partners for Sports. With years of experience guiding founders through high-pressure situations, he brings a unique blend of strategic insight and practical performance coaching. . . . **About Rescue** This masterclass is held as part of the development phase for **Rescue**, an app providing mental first aid for anxiety and stress. Founded during the events of October 7th, Rescue already serves over 10,000 users. Having successfully reached our initial funding goal, all contributions now go directly toward further technological development and expanding our reach to hospitals and medical centers. . . . **Registration & Important Information** Please note that clicking "Going" on Meetup does not secure your spot. Attendance is strictly managed through the project’s Headstart page. 1. **How to Register:** Visit the campaign link below and select the reward titled **"Pitch & Presentation Masterclass"** for 44 NIS. 2. **Deadline:** Registration will close on **April 30, 2026**. 3. **Contact Details:** You must provide a valid email address during the Headstart checkout process. 4. **Confirmation:** Only those who purchase the specific reward will receive an official confirmation email and a calendar invite with the webinar link. . . . **Link for Registration and Supporting Rescue:** [Click here to register on Headstart](https://headstart.co.il/project/89269?utm_source=meetup)

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 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 speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

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

**Talk Description** For most of Python's history, the predominant option for documentation has been Sphinx and reStructuredText. However, a majority of other ecosystems have adopted Markdown. There are historical reasons for reStructuredText being a better choice, however, Markdown is now up to the task. In this talk, you'll learn why Markdown is a better option for your project's documentation. You'll be introduced to MkDocs, a static site generator built around Markdown content, and a series of associated plugins and extensions that you need to bring Sphinx-like capabilities to Markdown documentation. You'll hear a case study of migrating multiple large, existing Sphinx-based documentation bases to Markdown, including the tools used for automating the process. You'll learn how you can engage the community to assist with the effort. Finally, you'll learn why it's worth the effort to make a change of this magnitude. **Agenda:** 7:00pm - Opening announcements 7:10pm - Switching from Sphinx to Markdown 7:50pm - Q&A

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia