Machine Learning with Python

**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)

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)

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.

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.

This month we meet at XSolla Club for another great evening dedicated to expanding your horizons in game development. Have an idea, suggestion, venue, or talk? Reach out to [team@notable.games](http://mailto:team@notable.games/) or fill [this form](https://forms.gle/Y4wq7KCi9NbJEDDV6). We can help find an idea, prepare a talk, and overcome fear of stage. Everyone has something to share! **Agenda** 18:00...18:30 — Meet and greet 18:30...20:30 — The Main Show 20:30...21:00 — Networking and goodbyes **PLEASE NOTE** Although the meetup description and the slides are is in English, the actual talks are given in Hebrew. **Talks** The Secret Psychology behind the success of Arc Raiders - Or Ben Shabat https://www.linkedin.com/in/or-ben-shabat/ Player Psychology models - By Michal Fried **Pitch a Game** Crazy Frog Runner Ding Dash - Shay Kreiner https://play.google.com/store/apps/details?id=com.FunkyDuke.CrazyFrogWackyRun&hl=en-US

**📆. 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

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

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

כבר רכשתם/ן את יסודות הריתוך ואתם מוכנים לקדם את המיומנות שלכם לשלב הבא? הסדנה הזו היא בשבילכם/ן! מרכז החדשנות מייקלאב מזמין אתכם/ן לסדנת ריתוך - יוצרים בחמרי גלםגלם. בסדנה תעמיקו את הידע שלכם בריתוך ותתנסו ביצירה אמנותית ופונקציונלית עם מתכת. נתרגל שליטה בטכניקות ריתוך, עיבוד חומרי גלם, עבודה בטוחה ומקצועית ופתרון בעיות בזמן אמת. בסיום הסדנה המשתתפים יצאו עם פרויקט אישי. למבוגרים/ות (18+) שעברו סדנת ריתוך למתחילים או בעלי נסיון מינימלי בעבודה עם הרתכת. עלות: ₪240 לתושבי יהוד-מונוסון: ₪190 שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא https://www.makelab.org.il/registration/practicalwelding

*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

**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)

* 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

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

**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

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

**Talk Description** Coming soon **Agenda:** 7:00pm - Opening announcements 7:10pm - Main Topic 7:50pm - Q&A

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)

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.