IBD's CANSLIM Methodology

Kick off the weekend at the new spot! We’re bringing back that signature La Mano energy for a night dedicated to the four pillars of a perfect Friday: **Fun, Drinks, Dance, and Talk.** Whether you’re here to catch up with old friends over a glass of Georgian wine, meet new faces in the expat community, or lose yourself on the dance floor to a mix of house and retro-grooves, we’ve got a spot for you. **Expect:** * **The Social Hour:** Chill vibes and deep talks from 10:00 PM to 11:30 PM. * **The Late-Night Groove:** We turn up the volume and clear the floor at 11:00 PM. * **Signature Mixes:** Special cocktail offers all night. *No guest list, no pretension—just the La Mano family doing what we do best* **Location:** La Mano Bar . G. Kikodze 5 https://maps.app.goo.gl/q1cAkaiJYnnKBVej9 **Date:** Friday, March 27 **Time:** 10:00 PM – Late

Looking to make new expat (or local) friends in Tbilisi? Join us for our weekly Friday meetup at the Crossroads bar. Whether you're an expat living in Tbilisi, or a local looking to make foreigner friends, you're welcome to join the event! You get to: ✅Meet new people from all around the world ✅Improve your English skills ✅Network with people with all sorts of backgrounds skills, or stories ✅Enjoy signature cocktails at the #1 expat bar in Tbilisi ✅Free attendance (just buy a drink) 🕒Time: 9 PM 📅Date: Every Friday 📍Place: Crossroads Bar

**REAL TALK Tbilisi – a Saturday English social club** *Join us and bring your friends! Those who bring a newcomer have a discount!* As usual you'll have the opportunity to meet interesting people, make international friends, and also practice communicational skills in English along the way! Our meetings are organised in a way that allows you to have lively and interesting conversations with as many people as possible. You will be talking one-to-one with other participants, which will give you the opportunity to fully engage in a talk, while a welcoming and considerate host will be rotating participants in fixed periods of time. **SATURDAY – 16th of May** | **14:00 – 16:30** **Coffee Lair the coffee shop** | 14 Giorgi Chitaia st. [Google Maps](https://maps.app.goo.gl/q6eX32Gi5p4LTcZm8?g_st=ic) | [Yandex Maps](https://yandex.com/maps/org/116279744418) *No registration! Simply come at the time of the event!* **Participation fee** 20 Lari *5 Lari* – *for those who* *will bring a newcomer!* Membership cards in store: • 8 meetings – 140 Lari • 12 meetings – 200 Lari • 16 meetings – 240 Lari Each card is valid for 6 months ⏳ **Timing** 14:00 – chatting in small groups 14:15-ish – one-to-one conversations with rotations 15:45 – short break & time to pay 16:00 – conversational games or free chat 16:30 – finish 16:3♾️ – afterparty with survivors A comfortalbe level of English: B1+ Your host – Serge get in touch on [Telegram](https://t.me/sergbalm) [Join the Telegram chat](https://t.me/realtalktbilisi) / [go to Facebook page](https://www.facebook.com/realtalktbilisi) / [sign up on Instagram](https://instagram.com/realtalktbilisi?igshid=OGQ5ZDc2ODk2ZA==)

Hello, People of the World! We’ve decided to host a weekly event in Tbilisi for internationals, expats, nomads, travelers, and Georgians who love to connect through languages and cultures. This is a welcoming space where everyone contributes something personal—language skills, stories, or just good vibes—for the benefit of the group. Whether you're here short-term or long-term, come meet new people in a fun, relaxed environment. We’ll share travel tales, language tips, and laughter over drinks, board games, or casual conversations. The concept is simple but powerful: connect, exchange, and enjoy. You’ll be surprised how much we all have in common—starting with funny stories from life in Tbilisi! Join us, bring your voice, and be part of this growing international community. We look forward to seeing you! 📅 Date: Every Saturday 📍 Location: G. Kikodze 5 ⏰ Time: from 10 pm until midnight 🎟️ Entry: Free (Buy drinks in the bar) Cafe La Mano Location: https://maps.app.goo.gl/q1cAkaiJYnnKBVej9 Join Expats group here: [https://chat.whatsapp.com/IUnd6m86Ado8R8FFaeGsdC](https://chat.whatsapp.com/IUnd6m86Ado8R8FFaeGsdC) (expat bar Tbilisi, cocktail bar, karaoke night, language exchange, live music, dive bar, board games, expat social, Tbilisi night life, Where to drink in Tbilisi, Tbilisi bar for foreigners. English-speaking bar Tbilisi. International crowd Tbilisi bar. Best bar in Tbilisi for expats. Live music Tbilisi bar. Expat events Tbilisi. Social bar Tbilisi. Tbilisi international pub. Friendly bar in Tbilisi. Tbilisi bar with English menu. Meet new people in Tbilisi)

**Kathmandu Reboot — A Small-Group Journey for Founders & Builders** This is not a typical trip to Nepal. Kathmandu - Reboot is a small-group experience for entrepreneurs, startup founders, and people in transition — designed as a pause to step out of your usual environment and gain clarity on what’s next. The focus is not on tourism, but on resetting your mind and perspective. Slowing down, creating space to think, and looking at your work and life from a different angle. We combine the unique atmosphere of the Kathmandu Valley — ancient cities, temples, "places of power", and culturally significant places — with simple, practical mindfulness sessions. No esoteric elements, no pressure — just a structured environment for reflection and meaningful conversations. **Who it’s for** — founders and entrepreneurs — people navigating change or considering their next move — anyone feeling the need to reboot and refocus **About the organizers** The trip is led by two founders (Kirill, the founder of this group and his friend Natasha) with entrepreneurial backgrounds, who have been using mindfulness practices for many years as a core support in their work — helping them stay effective, grounded, and sustainable through uncertainty and pressure. Kirill has spent extended time living in and exploring the Kathmandu Valley, particularly through the lens of Tibetan Buddhist meditation, and recognized its unique potential as an environment for a deep reboot. **What to expect** — 9 days in the Kathmandu Valley — curated program: walks, cultural exploration, reflection sessions, and free time — small group format for depth and quality interaction **Program (short overview)** — Bhaktapur and Patan (ancient cities, cultural and architectural context of the valley) — great Boudha Stupa and Swayambhu (key Buddhist sites, atmosphere for observation and reflection) — powerful monasteries and shrines (exposure to living practice and environment) — Nagarkot area (nature setting, sunrise point) The route is designed to move between cultural landmarks and places with a distinct contemplative quality, creating a varied but coherent experience of the valley. **Logistics** — comfortable hotel accommodation — all local transportation included — fully organized, all-inclusive experience on the ground **Dates** — Next trip: March 17-26 — Autumn cohort planned (October/November) For details and availability, message the organizer directly.

Kick off the weekend at the new spot! We’re bringing back that signature La Mano energy for a night dedicated to the four pillars of a perfect Friday: **Fun, Drinks, Dance, and Talk.** Whether you’re here to catch up with old friends over a glass of Georgian wine, meet new faces in the expat community, or lose yourself on the dance floor to a mix of house and retro-grooves, we’ve got a spot for you. **Expect:** * **The Social Hour:** Chill vibes and deep talks from 10:00 PM to 11:30 PM. * **The Late-Night Groove:** We turn up the volume and clear the floor at 11:00 PM. * **Signature Mixes:** Special cocktail offers all night. *No guest list, no pretension—just the La Mano family doing what we do best* **Location:** La Mano Bar . G. Kikodze 5 https://maps.app.goo.gl/q1cAkaiJYnnKBVej9 **Date:** Friday, March 27 **Time:** 10:00 PM – Late

**REAL TALK Tbilisi – a Sunday English social club at Sative Space** We have Sunday meetings at a special place at Sative Space! They’ve got: – a cafe, coworking, and gym – PlayStations – pets entry *So join us and bring your friends! Those who bring a newcomer have a discount!* As usual you'll have the opportunity to meet interesting people, make international friends, and also practice communicational skills in English along the way! Our meetings are organised in a way that allows you to have lively and interesting conversations with as many people as possible. You will be talking one-to-one with other participants, which will give you the opportunity to fully engage in a talk, while a welcoming and considerate host will be rotating participants in fixed periods of time. **SUNDAY – 17th of May** | **18:00 – 20:30** **Sative Space** | 49b Ilia Chavchavadze Avenue ‼️*There’s another building with the same address. It’s a swimming pool club. Sative Space is on the opposite side!* [Google Maps](https://maps.app.goo.gl/NMZxEbdGstBZgBhs6?g_st=ic) | [Yandex Maps](https://yandex.com/maps/org/sative_space/179495844640) *No registration! Simply come at the time of the event!* **Participation fee** 20 Lari *5 Lari* – *for those who* *will bring a newcomer!* Membership cards in store: • 8 meetings – 140 Lari • 12 meetings – 200 Lari • 16 meetings – 240 Lari Each card is valid for 6 months ⏳ **Timing** 18:00 – chatting in small groups 18:15ish – one-to-one conversations with rotations 19:45 – short break & time to pay 20:00 – conversational games or free chat 20:30 – finish A comfortalbe level of English: B1+ Your host – Keke get in touch on [Telegram](https://t.me/kekeshelia) [Join the Telegram chat](https://t.me/realtalktbilisi) / [go to Facebook page](https://www.facebook.com/realtalktbilisi) / [sign up on Instagram](https://instagram.com/realtalktbilisi?igshid=OGQ5ZDc2ODk2ZA==)

Looking to belt your heart out on a Sunday? Join us for **Karaoke Night with Faisal** at Crossroads Bar! 🎤 Whether you’re an expat or a local legend-in-the-making, grab the mic and jump in. You’ll get to: ✅ Sing your favorite hits (solo, duet, or hype squad) ✅ Meet friendly locals & expats alike ✅ Improve your English while having fun ✅ Sip signature cocktails at Tbilisi’s #1 expat bar ✅ Free entry (just grab a drink) 🕘 **Time:** 9 PM 📅 **Date:** Every Sunday 📍 **Place:** Crossroads Bar, Tbilisi

Looking to make new expat (or local) friends in Tbilisi? Join us for our weekly Friday meetup at the Crossroads bar. Whether you're an expat living in Tbilisi, or a local looking to make foreigner friends, you're welcome to join the event! You get to: ✅Meet new people from all around the world ✅Improve your English skills ✅Network with people with all sorts of backgrounds skills, or stories ✅Enjoy signature cocktails at the #1 expat bar in Tbilisi ✅Free attendance (just buy a drink) 🕒Time: 9 PM 📅Date: Every Friday 📍Place: Crossroads Bar

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

## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle **SPECIAL PROMOTION**: Buy 3 and get 1 Free! Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time. We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest. While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for. Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/) *** ### What to Expect: * Guided candle making experience * Choose your own vessel, wax, wick, and fragrance * 100% soy wax candles * Optional drinks and snacks * Time to relax while your candle cools *** ### Important Notes: * Please arrive on time so we can start together * Candles will need time to set before taking home * This is a beginner-friendly event *** ### RSVP Required Reserve your spot on Meetup to lock in your seat. **Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids) 5oz Glass Jars $15 8oz Candle Tins $25 12oz Glass Candles $35 12oz Amber Jars $40 16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!) **All materials included. You just bring yourself (and your drink of choice).** **Payments accepted:** * Credit Card * Venmo: @Daclaud-Lee * Cashapp: $DaclaudL

**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

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

MCKS PRANIC HEALING® Level I In PRANIC HEALING® Level 1, you learn the basics of working with your energy aura, including learning to "scan," or feel the energy, to "sweep," or clean away congested energy, and to "energize," or supplement areas in your aura that have a pranic deficiency. PRANIC HEALING® has been taught to doctors, nurses, massage therapists, acupuncturists, chiropractors, shiatsu practitioners, and many others in the healing field. It has allowed them to heal confidently and consistently in the shortest learning time possible. These professionals find PRANIC HEALING® very effective and easy to apply. Other topics covered in PRANIC HEALING® Level 1: Energetic anatomy: You will learn to work with the network of chakras, meridians and auras to accelerate the healing processes of your body. Preventive healing: You will learn to remove the negative energetic patterns of a disease to prevent it from fully manifesting as a physical ailment. Self-Pranic healing: You will learn to apply these healing techniques to accelerate your own healing. Step-by-step techniques for ailments related to your: respiratory system, e.g., asthma,; circulatory system, e.g., heart ailments; gastrointestinal system, e.g., irritable bowel syndrome; musculoskeletal system, e.g., arthritis and back pain; reproductive system, e.g., menstrual problems. You'll also learn how to address common problems as migraines and sinusitis. Additionally, you'll learn to apply distant healing to loved ones who are not present in the room with you. All PRANIC HEALING® courses are "experiential," which means that you learn by actually performing the techniques and exercises in class - on yourself and those around you. During class, all the principles will be explained thoroughly and you will practice the techniques exhaustively so you will be confident in your ability to produce positive results when you finish the course. This is Day 2 of 2 Attendance at day one is required to attend day 2. The Course text book is Choa Kok Sui, "Miracles through Pranic Healing" Please bring this with you to class. PRANIC HEALING® Level 1 is a prerequisite to all other GMCKS courses. For those interested to review the class...Review fee is only $75!! LOOK AT THIS!! Review for FREE when you bring a new student to class with you.

**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

PO Box 21. Is a speakeasy in the basement of Highbanks Distillery in Westerville. Check out the menu: https://www.poboxtwentyone.com/home