Data Mining

**Join AWS & Skai for an evening dedicated to one of the most exciting frontiers in GenAI: Agentic AI for real‑world, production‑grade applications.** **Expect cutting‑edge insights, deep technical exploration, live demos — and of course, there will be pizza, beers, and great conversations.** We’ll break down how to design, build, and operate AI agents at scale through a real case study: Celeste AI, the GenAI Marketing Agent built for Commerce Media. Celeste AI already powers hundreds of brands and agencies, delivering up to 50% higher operational efficiency and 20% stronger performance. From there, we’ll dive into the architecture behind agent‑based systems, including multi‑agent collaboration patterns — the same concepts behind tools like Claude Code (sub‑agents, agent teams, orchestration flows) — but implemented with full transparency and control. We’ll demonstrate these patterns in action using AWS Strands, a popular, code‑first open‑source agentic framework. To wrap up, we’ll explore what it really takes to bring agents to production: scaling, security, observability, operations, and evaluation. You’ll see how Amazon Bedrock AgentCore and its nine modular enterprise‑grade services streamline the entire lifecycle from prototype to production. **Why Attend?** * Discover real-world use cases for agentic AI * Participants will gain a practical framework for building a GenAI agent that goes beyond theory. * Get inspired by tools, frameworks, and research pushing the boundaries of Agentic AI **Who Should Join?** * Software Engineers & Tech Leads * AI/ML Engineers & Data Scientists * Product Managers **About the lectures:** * **Avi Ben Yossef** is Sr. Director of AI & Optimization @ Skai. He is data science, big data & gen AI Expert, with over 14 years of experience in building various systems, both from the field of machine learning, recommendation, Agentic AI, and optimization systems. * **Gili Nachum** is an AI Solutions Architect in AWS, working with Israeli leading companies on implementing ML and AI solutions in the last 8 years. Gili has 25 years of software development experience. * **Orgad Kimchi** is a Senior Technical Account Manager at Amazon Web Services. He serves as the customer’s advocate and assists his customers in achieving cloud operational excellence focusing on architecture, AI/ML in alignment with their business goals. **Full Agenda** * **Pizza & Beers** 5:00 PM - 5:30 PM IDT * **Building agents for Real-world application, Celeste AI** 5:30 PM - 6:10 PM IDT Avi Ben Yossef, Sr. Director of AI & Optimization @ Skai * **Dive deep into building agents by using AWS Strands and AgentCore** 6:20 PM - 7:00 PM IDT Gili Nachum, AI Solutions Architect @ AWS Orgad Kimchi, Sr. Technical Account Manager @ AWS

לצפייה במפגשים הקודמים: [https://www.youtube.com/playlist?list=PLWYO6ItABnqsaUHKt7BXFaZyc319UOHDp](https://www.youtube.com/playlist?list=PLWYO6ItABnqsaUHKt7BXFaZyc319UOHDp) יום שני נפגשים בשרונה להמשיך לקרוא יחדיו ולנהל דיון על הספר: **The Ominous Parallels** נכתב על ידי לאונרד פיקוף ויצא לאור בשנת 1982. הספר סוקר את התרבות והאקלים הפילוסופי בגרמניה שהוביל לעליית הנאציזם ולשואה. הספר מציג כיצד תהליכים תרבותיים ופילוסופים דומים מתחוללים בארה״ב ובמערב. את הספר נקרא באנגלית והדיון יתקיים בעברית. את המפגש יוביל אייר רייכל, עמית מרכז איין ראנד בישראל ההשתפות כרוכה בתרומה למרכז איין ראנד בישראל. 20 ש"ח למפגש. חינם: למשתתפים שתורמים תרומה קבועה של 50 ש"ח ומעלה בחודש. [קישור לתרומה](https://www.aynrand.org.il/donate) מלאי ספרים לרכישה אמור להגיע בקרוב. מיקום: וויוורק שרונה מרקט הוראות כניסה: יש להיכנס בכניסה א' של שרונה מרקט, מול מסעדת "מקסיקנה" יש דלת לחדר מדרגות, יש לעלות לקומה ה3 ולצלצל לפתיחת הדלת לאייר רייכל 050-5210025. למגיעים ברכב, חניה מומלצת ב"חניון פלטיניום" (מופיע בוייז). או בחניון "מילניום" (שקצת רחוק יותר) ב10 ש"ח עם אפליקציית סנטרל פארק. לתיאום הגעה בפעם הראשונה ולמתלבטים ניתן ליצור קשר עם אייר בטלפון ובוואטסאפ 050-5210025

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)

מוזמנים/ות לסדנה באמנות הפורינג (Pouring). בסדנה נייצר בעצמנו, על קנבס, אומנות יחודית ומרהיבה בשיטת הפורינג. נדבר גם על צבעים והמשמעות שאנחנו נותנים להם, איך צבע משפיע על ההרגשה והחוויה שלנו, שילובי צבעים ואיך הם באים לידי ביטוי בחיינו, על היופי שבטכניקה בה הכל משתבש לטובה, ממש כמו בחיים. תוצר: שתי יצירות אומנות ייחודית בשיטת הפורינג על קנבסים. במייקלאב יש שני מרחבים מוגנים (ממ״ד), אפשר להיות רגועים :) למבוגרים ונוער (16+) עלות: ₪200. מחיר לתושבי יהוד – ₪150. שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא http://link.makelab.org.il/Pouring

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.

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. במייקלאב יש שני מרחבים מוגנים (ממ״ד), אפשר להיות רגועים :) עלות: ₪240 לתושבי יהוד-מונוסון: ₪190 שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא https://www.makelab.org.il/registration/practicalwelding

**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)

## 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 🎉

**Web3 Devs Underground - Monthly Meetup** 🚀 **Coming Soon!** ​**About the event:** 🎙 Brought to you by [Israel Web3 Developers Underground](http://web3devs.org/) × TBD Powered by [Masterkey VC](http://masterkey.vc/) ​**Date & Time** 📅 **Wednesday, Mar 25, 2026** **Time:** 18:00 - 21:00 **Location:** TBD ## ​Speakers: 1. ​**TBD** 2. ​**TBD** ​**Agenda:** **18:00 - 18:30** \| **Drinks and Networking** **18:30 \- 18:40 \| Opening Remarks** **18:40 - 19:20** \| **First Speaker** **19:20 - 19:30** \| **Q&A with the first speaker** **19:30 - 19:50** \| **Break for Food and Drinks** **19:50 - 20:30** \| **Second Speake**r **20:30 - 20:40** \| **Q&A with the second speaker** **20:40 - 21:00** \| **Finish the day with us** **over a beer and some small talk.** ​**What can you expect?** (Topics) **Talk1: TBD** **Talk2: TBD** ​**About Our Sponsors:** **[Masterkey Venture Capital](http://masterkey.vc/)** is a global early-stage fund investing in top-tier innovative deep tech and Web3 infrastructure projects. With a strategic presence in key crypto hubs worldwide, we are uniquely positioned to drive technological advancements within global ecosystems. Backed by nearly 50 years of combined expertise in advanced infrastructure, novel cryptography, cybersecurity, and energy solutions, our team is dedicated to empowering the entrepreneurs shaping the future of blockchain technology. ​**Get Involved** **Interested in Speaking or Sponsoring?** We welcome passionate individuals and organizations to contribute to our community. If you're interested in speaking at future events or sponsoring our meetups, please fill out the [Speaker application form](https://masterkey.fillout.com/web3_devs_speakers) and contact Amit Shilo at @Amit_Shilo (Telegram) * ​Community Managers: Amit Shilo, Eden Luttenberg, Alon Kivity, Alon Ben Lavy. * ​Founded by Shauli Rejwan and Roy Osherove. ​**RSVP Now!** Secure your spot for an evening of knowledge-sharing and networking. **[Register Here](https://www.meetup.com/israel-web3-developer-underground/events/308732276/?eventOrigin=group_events_list/?utm_medium=referral&utm_campaign=event_card_savedevents_share_modal&utm_source=link&utm_version=v2)** *Limited seats are available. Register early to ensure your participation!* **Stay Connected** Follow us on social media and join our community to stay updated on upcoming events and news: * ​**[Website](http://web3devs.org/)** * ​**[Linktree](https://linktr.ee/web3devsunderground)** * ​**[Telegram](https://t.me/+-sEflgfrqDoyYWVk)** ​Stay in the loop (socials): Twitter – [https://x.com/Web3_Devs](https://x.com/Web3_Devs) YouTube – [https://www.youtube.com/@israelweb3devunderground](https://www.youtube.com/@israelweb3devunderground) (Watch our content) Calendar – [https://luma.com/web3devs_underground](https://luma.com/web3devs_underground) **See You There! (Also Online)**

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. 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. להצעת מצגת או נושא ניתן לפנות אלינו.

בואו להתנסות בסדנה יחודית של צריבת זכוכית (etching). צריבת זכוכית היא אמנות עתיקה שמאפשרת יצירת חפצים מרהיבים מזכוכית. בטכניקה זו משתמשים במשחת הטבעה ושבלונות מיוחדות כדי ליצור עיצובים על גבי פריטי זכוכית. בסדנה נכיר תוכנת מידול וקטורי דו-ממדי, נעצב בעזרתה שבלונות, נחתוך אותן בפלוטר ונצרוב אותן בעזרת משחה מיוחדת על צנצנות זכוכית. מבוגרים, נוער או מבוגר/ת וילד/ה (12-14) מחיר: ₪270 לזוג עם תוצר אחד (או מבוגר וילד), ₪190 ליחיד (מבוגר). מחיר לתושבי יהוד: ₪230 לזוג עם תוצר אחד (או מבוגר וילד), ₪140 ליחיד (מבוגר). **שימו לב: לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא** [https://link.makelab.org.il/etching](https://link.makelab.org.il/etching)

במהלך המפגש כל אחת ואחד מהחברים והאורחים מציגים את עצמם , לפני אחרי מתקיים מינגלינג להכרות ובסיום ארוחת בוקר בכל מפגש יש הרצאה של 10 דקות בתחום מקצועי אחר המפגש מתקיים בבית קפה צבעים בפארק בכבר סבא עלות 60 ש"ח אפשר לפנות אלי יורם במייל yoramze@gmail.com 0547333081 בקבוצה 23 חברים קבעים שמגיעים לכל מפגש מתחומים שונים: עורכי דין, תחום הבניה והעיצוב , ייעוץ עסקי, שירותים לבית,ראיית חשבון , ביטוחת משכנאות , שייוק ומכירות , משרד חקירות , סון עריכת פטנטים , ארגון טוילוים לחו"ל ,נדל"ן ,מחשבים לרשמת חברי הקבוצה https://bni.co.il/%D7%A9%D7%A8%D7%95%D7%9F-%D7%A8%D7%95%D7%9D-%D7%94%D7%A9%D7%A8%D7%95%D7%9F/iw/memberlist

בואו לגלות את הקסם שבחיבור חלקי זכוכית צבעונית לכדי יצירת אמנות מרהיבה. בסדנה נעבוד צעד-צעד - מחיתוך מדויק של הזכוכית, דרך עיטוף החלקים בפסי נחושת, ועד חיבורם בהלחמה - וניצור מראה מעוטרת ביצירת ויטראז' בת 9 חלקים. למבוגרים/ות (18+). הסדנה מתאימה גם למתחילים, ללא צורך בניסיון קודם. עלות: 300 ש”ח מחיר לתושבי יהוד-מונוסון – 250 ש”ח **שימו לב:** לא מספיק להרשם במיטאפ יש להרשם גם בקישור הבא , שם תמצאו גם פרטים נוספים https://link.makelab.org.il/Vitrage

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

OpenClaw, NemoClaw, personal assistants, 24/7 agents. What does it all mean? How does it all work and what should we know about it? 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.transformlabs.com/services)

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/86862937929?pwd=woa95D1r85dobjqxQ07NfBLNdTa9hc.1 Passcode: 705462 **If you can't get in, please call me at: 734 223-3307** **Document source:**

**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: Type Annotations with John Cassidy 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

**💘 Virtual Speed Dating – Columbus, Ohio, USA Singles, Matched by Personality** A simple, fun way to meet local singles without leaving the house. It's straightforward: take a short personality quiz, hop on Zoom, and meet Columbus, Ohio, USA singles in guided one-on-one rounds. Matches revealed after. **Choose your age range to sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Columbus%2C%20Ohio%2C%20USA&groupurlname=pure-local-singles-speed-dating-group&ar=18-32&face_v=19.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Columbus%2C%20Ohio%2C%20USA&groupurlname=pure-local-singles-speed-dating-group&ar=30-46&face_v=19.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Columbus%2C%20Ohio%2C%20USA&groupurlname=pure-local-singles-speed-dating-group&ar=40-58&face_v=19.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Columbus%2C%20Ohio%2C%20USA&groupurlname=pure-local-singles-speed-dating-group&ar=55+&face_v=19.0) **⚠️ Your RSVP doesn't confirm a place.** Click your age group link below, register, and take the personality quiz to secure your spot. Limited places. --- 🎯 **Perfect for:** - Busy professionals who value their time - Introverts who do better in one-on-one chats - Anyone who prefers connecting online before meeting in person - Singles in Columbus, Ohio, USA who want to meet locals from home **Event Details** - **Format:** Virtual on Zoom – hosted and structured - **Location:** Your place – couch, desk, wherever works - **Host:** Experienced host running the evening - **Vibe:** Relaxed one-on-one chats with Columbus, Ohio, USA locals **How It Works** 1. **Sign up** – Click the link for your age range above. 2. **Take the personality quiz** – We use it to match you with compatible Columbus, Ohio, USA singles. 3. **Log in** – Join the Zoom session from home. The host runs everything. 4. **Meet your matches** – Rotate through quick chats with compatible Columbus, Ohio, USA singles. 5. **See your matches** – Find out who you clicked with after the event. ⭐ *"Way better than apps. Real conversations with real people."* – Columbus, Ohio, USA attendee --- ✨ Real people, real conversations — all from home. 🫶 ✨

**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 **Abstract** Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively. This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way. **YouTube Link** TBA

**New 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 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)