Data Science using Python

After a long period where we supported one another through screens and remote channels, the wait is finally over. The **Women in DevOps** community is moving back to the physical world, and we want you there with us. ### **The Evening’s Focus** We are excited to be hosted by **Cyera** for an evening of high-level technical insights and authentic discussion. We’re tackling the subjects that sit at the heart of our daily lives as engineers: * **Practical AI Integration:** Moving past the buzzwords to discuss how AI is actually reshaping our daily workflows and automation strategies. * **The Eternal Mystery of DNS:** A deep dive into the protocol we love to hate. Because no matter how much the industry evolves, it’s *always* a DNS issue. * **Networking & Community:** An opportunity to share challenges, stories, and strengthen our professional circle.

**The challenge:** AI is already writing code - but without the right context, it’s still guessing. Developers waste hours digging through codebases, and bugs take days (or weeks) to go from a user complaint to an actual fix. **\>\>\> Save you seat \- using this link:** [https://www.wix.engineering/ai-native-development](https://www.wix.engineering/ai-native-development) In this meetup, you’ll see what it looks like when that changes. Join **Guy Bary** & **Israel Zablianov** (11.5) to learn how to give AI real context so it can actually understand your code, explore entire codebases in seconds, and become a true research partner. And on the other side - what happens when bug fixing becomes almost autonomous, shrinking the path from issue to Pull Request dramatically. So if you want to understand where development is heading (and stay ahead of it) - this is the meetup to be. **\>\>\> Save you seat \- using this link:** [https://www.wix.engineering/ai-native-development](https://www.wix.engineering/ai-native-development)

​Join us for a focused morning exploring the next wave of innovation at the intersection of AI & the physical world. ​**From robotics and automation to real-world AI deployment, this event brings together leading founders and investors building and backing the future of Deeptech.** *** ## [RSVP HERE​](https://bit.ly/4d7DgbX) ## Agenda ​**09:00 - 10:00** Arrival & Networking ​**10:00 - 11:00** Founders Panel: Hear directly from founders building in robotics, manufacturing, and applied AI. ​**11:00 - 12:00** Investors Panel: Top investors share how they evaluate Deeptech and Physical AI companies. *** ## ​Speakers: * ​**Amir Tzach** \- Partner\, Chief Investment Officer\, InNegev * ​**Ayal Itzkovitz** \- Managing Partner\, Pitango First * ​**Ben Rabinowitz** \- Founder & CEO\, Amiti VC * ​**David Priev** \- Co\-Founder & CEO\, LimitlessCNC * ​**Eyyatar Cohen** \- Co\-Founder & COO\, Newlight * ​**Kfir Nissim** \- Co\-Founder & CEO\, Pickommerce Robotics * ​**Lisa Cohen** \- Investment Director\, Intel Capital * ​**Ofir Israel** \- Co\-Founder & CTO\, bananaz * ​**Renana Ashkenazi** \- Managing Partner\, Grove Ventures ## ​Hosts: * ​**Amit Shechter** \- Principal\, Fusion VC * ​**Keren Zemer Abramowitz** \- Head of Startup Investor Managers\, AWS Israel * ​**Oran Zusman** \- Startup Account Manager\, AWS * ​**Ravit Sasson** \- Sr\. Startup Investor Manager\, AWS ## ​Who Should Join? * ​Early-stage founders building in AI, robotics, or Deeptech * ​Investors looking for the next frontier beyond software * ​Operators and builders interested in real-world AI applications *** ## [RSVP HERE](https://bit.ly/4d7DgbX) ​Spots are limited. Apply to secure your place Location AWS Experience at Floor28 Menakhem Begin Rd 121, Tel Aviv-Yafo, Israel

TAMI open-fa-sure (Open Night) is a great time to visit the space and get to know how things work. If you want to double check whether someone is in the space, call 03-3726660. ========== TAMI wiki: [https://telavivmakers.org](https://telavivmakers.org) TAMI main Telegram channel: [https://t.me/+0t5M0-jK9iIwZmM8](https://t.me/+0t5M0-jK9iIwZmM8)

באו לתקן כל מה שלא עובד. יותר טוב אם [צרו איתנו](https://docs.telavivmakers.space/welcome) קשר וספרו לנו מה הולכים לתקן ךפני להגיע. Come to fix together It is much better if you [contact us](https://docs.telavivmakers.space/welcome) and tell what do you want to repair before coming.

מוזמנים/ות לסדנת וואקום פורמינג ויציקת שוקולד. במהלך הסדנה נעבור דרך השלבים השונים של יצירת בונבוניירה מעוצבת משוקולד. נכיר את מכונת הוואקום פורמינג שתאפשר לכם ליצור תבניות מדויקות ומורכבות, אותן נמלא בשוקולד משובח. למבוגרים, נוער (+14) או מבוגר/ת וילד/ה (+8). עלות: 200₪ למשתתף/ת (או מבוגר וילד/ה שעובדים על תוצר אחד) מחיר לתושבי יהוד – 150₪ למשתתף/ת (או מבוגר וילד/ה שעובדים על תוצר אחד) שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא [https://www.makelab.org.il/registration/vacuum-forming](https://www.makelab.org.il/registration/vacuum-forming)

**📆. Agenda:** 18:00 - 18:25 Welcome & Networking 18:25 - 18:45 Keynotes 18:45 - 19:15 TBD 19:15 - 19:25 Short Break 19:25 - 20:00 TBD 20:10 - 20:20 Networking - Q&A 20:25 - 20:35 GIFT time for the lucky attendee 🎁 **🏢 The venue:** Semperis HQ Shoham St 2, Ramat Gan **👉 Date**: 22 March 2026 (18:00 - 21:00) 👉 **What to expect?** 💯 Good talks 📍 Kosher food and drinks. 🎁 Gift gift gift And fun time ;) ! May the Vue be with you as always! **❤️ Sponsors:** Vue School Semperis

**TAMI Hacking Nights** \- join TAMI CTF team and practice challenges and CTFs with us \- share your knowledge about ethical hacking techniques and tools \- bring some device to reverse engineer it and explore how it works \- propose a bug bounty program to work on together \- just watch and learn from others The meetings are informal and open to all levels - from total beginners to hardcore CTF veterans. Join our HackaTAMI Telegram channel ([https://t.me/+KAXY_iPcPlpmZTRk](https://t.me/+KAXY_iPcPlpmZTRk)) to discuss what we will do this Tuesday and come to TAMI. ========== TAMI wiki: [https://telavivmakers.org](https://telavivmakers.org) TAMI main Telegram channel: [https://t.me/+0t5M0-jK9iIwZmM8](https://t.me/+0t5M0-jK9iIwZmM8)

*Please note that this meetup has been **rescheduled to 13 May 2026**. If you previously registered and are unable to attend on the new date, we kindly ask that you cancel your registration to free up space for others. We appreciate your understanding and look forward to seeing you there.* \*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Join us for an evening exploring what it really takes to move AI agents from impressive demos to reliable, production-ready systems. We’ll hear from industry leaders building and deploying AI agents in real-world, high-stakes environments. **Date & Time** Wednesday, ***13 May*** 2026 6:00–8:00 PM *** ## Agenda: ⏱ 18:00–18:30: Gathering, mingling & light refreshments ⏱ 18:30–19:15: Lecture 1 – **Charm Security** * Making LLMs work for your problem\, not theirs \| Speaker: Aviv Nahon\, AI & ML Data Scientist * From Demo to Real World System: What Makes a ReAct Agent Production\-Ready \| Speaker: Hovav Schreiber\, AI Engineer ⏱ 19:15–20:00: Lecture 2 – **Mate Security** * Autonomous but Accountable: Running AI Agents in a High-Stakes Environment Speakers: Guy Pergal (Co-Founder & CTO), Avi Rosenberg (Founding Engineer), Yuval Maayan (Founding Engineer) *** *** **From Demo to System — What Makes a ReAct Agent Production-Ready** Who's in charge (LLM vs code), what happens when things break, and how easy it is to extend — adding tools, MCP servers, schemas, and models. *** **Making LLMs work for your problem, not theirs** Making LLMs work for your problem, not theirs. *** **About Charm Security** *Charm Security* is building the Agentic AI Workforce to prevent and resolve scams and human-centric fraud. Our AI Agents combine deep fraud-operations expertise with behavioral psychology to guide real-time prevention, intervention, and resolution. They act as expert teammates to fraud, financial crime and frontline teams, improving both efficiency and overall intervention and resolution effectiveness. \*\*\* **Autonomous but Accountable: Running AI Agents in a High-Stakes Environment** *Mate Security* is at the forefront of AI agent development, building agents that run incident investigations today, in Fortune 500 SOCs. As build and release playbooks are rewritten daily, the session will cover some of the key areas of focus, allowing Mate's agents to be trusted in production by the world's largest organizations, including: * Working with thousands of sensitive agent tools: How do we govern and select the right one while considering the context window? * Always improving: how do we govern and eval AI agents when prompts and models keep evolving? *** We look forward to seeing you all in person

Join us for an evening of focused tech talks, real-world frontend knowledge, and good people. We’ll hear from experienced engineering leaders on modern web practices. Don’t miss out on this unique opportunity to connect, learn, and celebrate with fellow frontend enthusiasts! This meetup is organized by **[Enpitech](https://enpitech.dev/)**, a frontend-focused team helping startups build reliable, production-grade web products. This special event wouldn't be possible without the generous support of **Orchid**, our gracious hosts. **Agenda:** **18:00** \- Doors open \- Mingling \+ Food **18:30** \- Opening Remarks **18:40** - **Yoni Naim -** Fullstack Team Lead @ Orchid. **Identity Crisis: Redefining the Frontend Developer** For years, "Frontend developer" meant something specific - a clear skill set, a defined role, a professional identity. But the borders between frontend, backend, and design are blurring, and AI is holding the eraser. In this talk, we'll confront the identity crisis head-on and explore the mindset shifts needed when frontend stops being a role and starts being a skill. **19:10 - Sagi Carmel** -Founder and CTO @ Reeeally **Why I choose AstroJS instead of NextJS in 2026?** In the landscape of the JS ecosystem this one framework isn't the most know, and just like other great things it should! It was bought by cloud flare and features one of the best DX experience out there when it comes to both static and ssr website development. Let's explore why by using nextJS as comparison. **When?\*** Wednesday, 13 May 2026 - **18:00 We start on time!** \* = (לאור המצב. (יש מרחב מוגן במקום **Where?** Tozeret HaAretz 3, Tel Aviv-Yafo - Stage 7

**TAMI Sonic (Music Night)** Join our bi-weekly informal meetups devoted to playing and experimenting with sound. ========== TAMI wiki: [https://telavivmakers.org](https://telavivmakers.org) TAMI main Telegram channel: [https://t.me/+0t5M0-jK9iIwZmM8](https://t.me/+0t5M0-jK9iIwZmM8)

AI מתחילים צעד ראשון בעולם הבינה המלאכותית - סדנה פרקטית וקצרה, שתעשה לכם סדר בעולם העתיד. נכיר כלי בינה מלאכותית (ChatGPT, Gemini, Notebooklm, Suno) , נלמד מה זה LLM, נתנסה ביצירת תמונות, עריכת טקסטים ושימוש נכון בכלי AI, באופן שחוסך זמן, משפר רעיונות ועובד בצורה יעילה יותר, בעבודה, בלימודים ובחיים האישיים. בסיום תצאו עם ארגז כלים עדכני ומעשי שבוודאי ישרת אתכם ממש מיד. למבוגרים (16+) עלות: 170 ש"ח (לתושבי יהוד-מונוסון: 120 ש"ח) שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים https://link.makelab.org.il/AI-one-meeting

Hosted by Gett! Agenda: \- Mingling \- From Browser Tab to Native App: Building Go\-powered Desktop Application by Ivan Litvakovskii\, Senior Backend Engineer at Gett \[in 🇬🇧\] \- Break \- Talk 2: Using AI Agents to write Go code\, the Good\, the Bad and the Ugly\. by Miki Tebeka

* מהו פטנט? * איזה הגנות מקבל בעל הפטנט? * מה מכילה בקשה לפטנט? * איך כותבים בקשה לפטנט? * מהי אמנת שיתוף פעולה לפטנטים PCT? * איך מחפשים ידע מוקדם (Prior Art)? * כמה עולה בקשה לפטנט? * איך אפשר לחסוך כסף בקלות בבקשה לפטנט מבלי לאבד זכויות? על כל השאלות האלו עונה דורון קורן, יזם היי-טק סידרתי שרשם עשרות פטנטים וכן קיבל פרסים בין-לאומיים על חדשנות. \* ההרצאה מיועדת למבוגרים ונוער מגיל 15 **שימו לב:** לא מספיק להרשם כאן, חובה להרשם גם בקישור https://link.makelab.org.il/patents

**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

**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

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

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

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.

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)