Big Data

סתם מפגש של חברי קהילת מעקף לדבר על מה שבא לנו. אין אג'נדה פשוט יושבים ביחד ומפטפטים.

Rescheduled to May 19th. PharmaTech is enabling new pathways for pharma value creation spanning discovery, supply chain and beyond. It is the engine turning breakthrough science into patient-centric, scalable, data-driven innovation. On May 19th in Tel Aviv, join pharma and tech multinationals and a prominent panel of VC investors for "PharmaTech: Future Forward", 10am-12pm, Naschitz Brandes & Amir law firm, 5 Tuval Street, Tel Aviv. Details Below: **Registration via LUMA**: https://luma.com/zsvd6fuw **Date**: Tuesday, May 19th **Time**: 10am-12pm **Agenda**: **Opening Remarks**: [Noga Spira](https://www.linkedin.com/in/noga-spira-89655/), Naschitz, Brandes, Amir **MNC Perspectives**: [Lena Granovsky](https://www.linkedin.com/in/lena-granovsky-7a04231b/), Head of Israel R&D site / Senior Director, AI / ML, GSK Pharma [Ksenya Kveler](linkedin.com/in/ksenya-kveler), Principal Medical Science Manager, Health AI, Microsoft **Investors Roundtable**: [Roy Wiesner](linkedin.com/in/roy-wiesner-5ba0754), Partner, aMoon; [Yael Gruenbaum-Cohen](https://www.linkedin.com/in/yael-gruenbaum-cohen-8089a789/), PhD, General Partner, Entree Bio; [Renana Ashkenazi](https://www.linkedin.com/in/renana-ashkenazi-94515850/), Managing Partner, Grove Ventures **Moderator**: [Ellie Hanson](https://www.linkedin.com/in/ellie-gorlin-hanson-4376203/), FINN Partners Join the leaders driving cross-disciplinary convergence and help define PharmaTech’s next chapter. Tuesday, May 19th, 5 Tuval Street, Tel Aviv. Link for registration is **HERE**; https://luma.com/zsvd6fuw

**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)

Come every third Tuesday of the month, install [Kali ](https://www.kali.org/get-kali/#kali-live)and last [Debian stable release](https://cdimage.debian.org/debian-cd/current/amd64/iso-cd/debian-13.1.0-amd64-netinst.iso), and meet the HackTAMI squad. The workshop is intended to those who want to become [Free ](https://en.wikipedia.org/wiki/Free_software)Linux advanced users and take most of the juice of their computers. The installation will be performed with a separate /home directory to make it coexist with other OS. A 50₪ donation to TAMI will be welcomed. בואו כל יום שלישי בשבוע השלישי של כל חודש והתקינו את [קלי](https://www.kali.org/get-kali/#kali-live) ואת[ גרסה יציבה של](https://cdimage.debian.org/debian-cd/current/amd64/iso-cd/debian-13.1.0-amd64-netinst.iso)[ דביאן](https://cdimage.debian.org/debian-cd/current/amd64/iso-cd/debian-13.1.0-amd64-netinst.iso "https://cdimage.debian.org/debian-cd/current/amd64/iso-cd/debian-13.1.0-amd64-netinst.iso"). הסדנה מיועדת למי שרוצה להפוך למשתמשים מתקדמים של לינוקס [חופשי ](https://en.wikipedia.org/wiki/Free_software)ולנצל את רוב התועלת של המחשבים שלהם. ההתקנה תתבצע עם תקייה /home נפרדת כדי לאפשר לעבוד עם מערכות הפעלה אחרות. תרומה של 50₪ לתאמי תתקבל בברכה.

לפעמים כל מה שהנשמה צריכה - זה רגע אחד של שקט. אנחנו נפגשים מדי שלישי ב-19:30, ליד דיזנגוף סנטר, למדיטציה פתוחה של מיינדפולנס אין צורך בניסיון קודם - רק להגיע, לנשום ולהיות. הצטרפו לקבוצה שלנו לקבלת עדכונים ורגעים של השראה: https://chat.whatsapp.com/IS24RfuAp8z97b1ZV1Krio לפרטים נוספים מוזמנים לשלוח הודעה 0535-208-535

## Details Hi everyone, ⚠️ You need to join the Whatssapp community and get a confirmation on WhatssApp that there are still spots available in order to be able to attend. You can join the chess community here by filling the form: https://chessbarisrael.com/#join-us The next edition tournament will take place on **Tuesday.** 📍 **Where:** Masaryk Wine & Flowers, **80 King George St, Tel Aviv** 📅 **When:** 6:15 PM - 8:30 PM ♟️ **Format:** 5 rounds of 8+2 (Rapid) OR Meet & Play (depends on which Tuesday) 🥇 **Prizes:** * **Top Winners:** bottles of wine * **Best Under 1500/800:** 1 hour of private chess lesson * **Sandwich for a randomly picked player** ✨ **How does it work?** This is a friendly, unofficial event (not reported to FIDE) and part of a **bi-weekly series of tournaments** held in bars around Tel Aviv. ⚠️ There is an entrance fee for the event including the first free drink and prizes! **Spots are limited!** ⚠️ You need to join the Whatssapp community and get a confirmation on WhatssApp that there are still spots available in order to be able to attend. Olivier 🎉

Hey! 😊 **Note:** This event is posted in a few places, so more people show up than only the RSVPs shown here. This is a **Speed Dating event** ❤️ **Why participate:** Really easy way to meet your **new girlfriend / boyfriend!** No need to do the hard part first, **the host does everything for you.** Really easy way to make **new friends.** **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/telaviv –** (if link doesn’t work - it means we sold out) 🕊️ **Changed plans?** Just send a DM 24h before the event for **full refund**! 😊 ❗ **Note:** We usually sell out around **1 week** before the event! ❤️ **Why People Love Our Events:** ⚖️ **50/50 gender ratio guaranteed** \- handled carefully so numbers match 😌 **Professional host included** \- the host takes care of the flow for you ☺️ **Relaxed, welcoming atmosphere** \- warm\, simple\, and low pressure 🌸 **Friendly people** \- you might be surprised how nice and polite people are\! 🧭 **YOUR FIRST TIME? 😊 HERE IS HOW IT WORKS:** 🧭 You will have a **5 min conversation** with every person ⏱️ You’ll get **question cards** on each table! Men rotate every 5 minutes, women stay seated. At the end you get your matches. ❤️ 📍 **LOCATION:** The venue details go to **ticket holders** after purchase. It is always a big cafe lounge in a central location. 💌 **QUESTIONS?** Email us! We answer everyone! **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/telaviv –** (if link doesn’t work - it means we sold out) 🕊️ **Changed plans?** Just send a DM 24h before the event for **full refund**! 😊 ❗ **Note:** We usually sell out around **1 week** before the event! I’m excited to greet you! See you on Saturday! 😊❤️

Signing up is via [LUMA.](https://luma.com/r8xfehz3) https://luma.com/r8xfehz3

🍕 **18:00 – 18:30** · **Gathering, Pizza & Drinks** 📣 **18:30 – 18:45** · **Welcome + Latest Claude Updates** · Boaz Ziniman - Claude Israel User Group 💻 **18:45 – 19:15** · **Claude + AWS: New Ways to Build Together** · Eitan Sela - Principal GenAI/ML Specialist Solutions Architect @ Amazon Web Services Discover how Anthropic's Claude tools integrate with AWS to unlock new ways of working. We'll explore Claude Code, the agentic coding assistant that lives in your terminal, powered by Amazon Bedrock, and Claude CoWork, Anthropic's agentic AI that lets anyone delegate knowledge work like reports, spreadsheets, and file organization from the Claude desktop app. Through a live demo, we'll connect Claude Code to AWS services via AgentCore Gateway and MCP servers, showing how developers can access tools dynamically with a single connection. Whether you code or don't, this session shows how Claude and AWS work better together. 👾 **19:15 – 19:45** · **Shipping with Claude: Lessons From Real Projects** · Ran Isenberg - AWS Hero, Principal Software Architect @ Palo Alto Networks I ship with Claude every day, on my personal brand website, home projects, and my daily job. I am not a Claude master, but the LinkedIn flood about the latest Claude bells and whistles misses the point. The tool matters far less than the person holding it. Using it correctly, with the right configurations and state of mind, is what moves the needle. In this talk I will share the setup and insights that help me deliver. We will cover real Claude Code and Cowork use cases, how to expand both with community and custom skills, and how AI SDLC frameworks like BMAD bring structure to this non-deterministic domain. Everything is grounded in real projects and will be shareable. 🍻 **19:45 – 20:00** · Drinks & Geek Out Claude User Group Israel 🇮🇱. A joint meetup with the AWS User Group Israel, hosted at the AWS office in Tel Aviv. Claude Code is powerful, but if you’re not careful, it burns tokens fast. This session is about working smarter: how to structure your prompts, manage context, and get more done per session without watching your costs spike. We’ll cover practical techniques developers are using right now, from reducing unnecessary context to getting Claude Code to produce better output on the first try. Talks and topics will be announced shortly. RSVP now to hold the date. **Who should come?** Developers actively using Claude Code who want to get more out of it. This is not a general AI overview, we’re going straight into the workflows. **Venue capacity is 200. Seats are first come, first served - arrive early to avoid missing out.**

TAMI π is a curated meeting, workshop or presentation about a topic in math. It happens every two weeks at TAMI. The event is hosted by a different person each time. You can come, learn topics and share ideas in an open and informal atmosphere. This time we will talk about [Sinkhorn's theorem](https://en.wikipedia.org/wiki/Sinkhorn%27s_theorem) and a simulation on [Birkhoff polytope](https://en.wikipedia.org/wiki/Birkhoff_polytope) For proposing a presentation or topic you can drop us a line. תאמי פי הוא מפגש אוצר, סדנה או מצגת על נושא במתמטיקה. זה קורה כל שבועיים בתאמי. את האירוע מנחה אדם אחר בכל פעם. תוכלו לבוא, ללמוד נושאים ולחלוק רעיונות באווירה פתוחה ונעימה. הפעם נדבר על[ משפט סינקהורן ](https://en.wikipedia.org/wiki/Sinkhorn%27s_theorem)ועל סימולציה על[ פוליטופ בירקהוף](https://en.wikipedia.org/wiki/Birkhoff_polytope). להצעת מצגת או נושא ניתן לפנות אלינו.

**שאלו רו״ח כל דבר על כסף, מיסים והקמת עסק משחקים בישראל, וכו׳** אפשר לשאול שאלות מראש בלינק הבא: https://forms.gle/aef3k8JsagyB2Xyw5 זהו מפגש שאלות ותשובות עם משה כהן, רואה חשבון, על איך לנהל את ההיבטים הפיננסיים של הקמת וניהול סטודיו/חברת משחקים בישראל. נדבר על נושאים כמו: * איך לבנות מבנה מתאים לסטודיו (פרילנסר מול חברה) * מיסוי למפתחי אינדי וצוותים קטנים * מה המשמעות של מודלי הכנסה שונים (Steam, מובייל, פבלישרים וכו’) מול רשות המיסים * ניהול הוצאות, חוזים וחלוקת רווחים * עבודה עם צוותים מרחוק ושיתופי פעולה בינלאומיים אם אתם מפתחי משחקים עצמאיים, שוקלים להקים סטודיו, לגייס כסף ולבנות צוות, בוחנים מודלים להכנסות, או פשוט סקרנים לגבי הצד הפיננסי של עולם המשחקים - משה יענה על השאלות שלכם. **פורמט:** הקדמה קצרה + שאלות ותשובות פתוחות

Please reserve your spot by registering on the below link : https://www.eventbrite.com/e/join-biggest-community-investors-founders-tel-aviv-online-tickets-1975092406556?aff=meetup QUESTIONS ? Pls Reach out to; Rose - +971528033410 ( WhatsApp Only)

Only networking Meet linkedin influences Create your own opportunities @ Melio offices

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

**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 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)

**Abstract:** This is a practical playbook for building a production-grade data lakehouse. It walks through foundational principles — naming conventions, least-privilege access, automated CI/CD testing — before diving into medallion architecture. Furthermore, metadata-driven design patterns show how configuration tables and dynamic notebook orchestration eliminates hard-coded pipelines. The deck covers star schema modeling, guidance on choosing between Spark, Pandas, and SQL, and data quality enforcement using DQX with YAML data contracts. Finally, we dive into security best practices and performance optimizations. **Host:** Justin Shea, Mehdi Jeddi, Erik Pak, and Sou-Cheng Choi **Talk Format:** This is a hybrid event. To attend online, join us on Zoom here at 6pm: https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** Adyen, UIC College of Business, and PyData Chicago co-host this event. UIC will provide the meeting site. Adyen will sponsor pizza and soft drinks for the onsite participants. **Address:** University of Illinois - Chicago, Douglass Hall, Room 220, 705 S Morgan St, Chicago, IL 60607 **Logistics:** “UIC Douglass Hall” is recognized on Google Maps, which can guide you through campus. Once you arrive, proceed to the second floor, room number 220

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

**Welcome to Drunken Philosophy** a casual, curious social discussion **Optional topic for this meetup: What's up with all the AI hate?** A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad. My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one. Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it? I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction. Come out tonight, have a friendly debate, and make some friends. No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.