Akka

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/xwjDdVSw3E **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

한국어는 아래를 참조하세요! A warm welcome to CanAsian Station’s In-Person English x Korean Meetup! A weekly event where we invite you to enjoy sharing language and culture with each other. *Beginners are welcome, what’s important is you’re willing to learn! - Short on ideas? Fear not! We provide new topics each week ,also doubling as study material! Our participation fee is **$5 per event**. All fees are to be E-transferred to canasianstation@gmail.com We also accept payment in cash, but please be advised that E-Transfers are preferred. Looking very forward to meeting and sharing with you all! 😊 📍Location: Go to the food court downstairs. ⚠️ [Notice] Booking & Tardiness Policy We do not accept walk-ins. Please ensure you sign up in advance. We do not accept members who are more than 30 minutes late. Please be on time. No refunds will be provided for tardiness or no-shows. CanAsian Station의 대면 영어 x 한국어 만남에 오신 것을 환영합니다! 매주 열리는 행사로, 여러분이 서로의 언어와 문화를 나누며 즐길 수 있는 자리를 마련합니다. 초보자도 환영합니다! 중요한 것은 배우고자 하는 마음입니다. 아이디어가 부족하다면 걱정 마세요! 매주 새로운 주제를 제공하며, 그 주제들은 학습 자료로도 활용됩니다! 참가비는 **행사당 5달러**입니다. 모든 요금은 canasianstation@gmail.com으로 E-Transfer를 통해 송금해주세요. 현금 결제도 가능합니다만, E-Transfer를 선호합니다. 여러분과 만나고, 함께 나누게 될 것을 기대하고 환영합니다!😊 📍장소: 지하에 있는 푸드 코트로 와주시길 바랍니다 ⚠️ [필독] 예약 및 지각 관련 규정 안내 현장 접수 불가 (No Walk-ins) 사전 예약 없이 방문하실 경우 참여가 불가능합니다. 반드시 미리 신청해 주세요. 30분 이상 지각 시 입장 제한 (30-Minute Late Limit) 모임 시작 후 30분 넘게 늦으시는 분은 참여하실 수 없습니다. 시간을 엄수해 주세요. 지각이나 당일 불참(노쇼)으로 인한 환불은 불가합니다.

**Join [TILE.]** at the **most popular Saturday Language Learning Social Event & Party in Toronto! 🍁** **[TILE.] = Toronto International Language Exchange [Instagram](https://www.instagram.com/tilelearning/)** **[TILE.]** now has a **2-for-1 special event,** which includes: **1.** From **[6:30 - 7:15 PM](https://www.meetup.com/english-class-with-certified-award-winning-teacher):** An optional new $5 small group 45-minute **[English language class](https://www.meetup.com/english-class-with-certified-award-winning-teacher)**[ ](https://www.meetup.com/english-class-with-certified-award-winning-teacher)led by a certified language teacher **2.** From **[7:15 - 11 PM](https://www.meetup.com/biggest-language-party-event-social-in-toronto):** Our usual huge group **[BIGGEST LANGUAGE EXCHANGE SOCIAL EVENT AND PARTY IN TORONTO](https://www.meetup.com/biggest-language-party-event-social-in-toronto)** (Cost: *$5, unless you already paid for the same day 6:30 English class right before, in which which case the 7:15 social is FREE)* Both events happen Saturday on the 2nd floor of the Madison Pub (14 Madison Avenue). ***Attend either or both events for $5!*** Meet Toronto locals and international friends. Talk to language teachers and speakers to learn English, French, Korean, Japanese, Spanish, and much more! Join us for board games, conversation, dancing, singing, and more! Make sure to get a nametag from one of our helpers. *You **must** read the full event description below before attending. By attending, you agree to all the terms listed.* **[TILE.] Toronto International Language Exchange** event details: * We are on the 2nd floor of the Madison pub on the patio with all the international flags! *The dance floor opens around 10 PM, and the live piano bar singer start around 10:30 on the 1st floor.* **PAY** **$5** right at the event by **CASH, CREDIT, or DEBIT**, or **SEND $5 E-TRANSFERS** to: **TILETORONTO1@GMAIL.COM**. You can also support the bar by buying a drink or appetizer. \-\-\-\-\-\- **IMPORTANT DISCLAIMER – Meetup Group** By attending any TILE events, including these ones, you acknowledge and agree to the following: * *The organizers and hosts of TILE events are are not liable for any loss, injury, damage, or other unforeseen outcomes that may occur before, during, or after any event.* * *Participation in TILE events is entirely voluntary and at your own risk. You are solely responsible for your own safety, personal belongings, transportation, behavior, and well-being. It is your responsibility to assess the risks involved in any activity or location and to act accordingly.* * *TILE and its organizers do not provide insurance and cannot guarantee the safety, accuracy of information, or quality of venues, third-party services, or other attendees.* * *By attending, you release TILE, its organizers, and affiliates from any and all claims or liability, and you agree to conduct yourself respectfully and in accordance with local laws and venue rules.* * ***If you do not agree with this disclaimer, please do not attend TILE events.***

我们又要出去徒步了。在一个多元文化的国家，坚持我们的文化价值观对我们很重要。因此，我们欢迎任何践行中华传统价值观——或希望重新连接自己文化根源的人——加入我们。 我们的聚会是建立在中华传统价值观之上的。我们希望大家在参与时能牢记这一点。如果你的行为方式更偏向于西方视角，那么这里可能不太适合你。感谢你对我们传统的尊重。谢谢。

[Summary] This meetup is for those who are interested in code, web development, design, cloud, or AI. All levels are welcome, so feel free to bring your laptop and discuss what you are working on or what you are learning. You can share your projects and ideas with other participants freely. There are outlets and WiFi, drinks are about $5 for tea, they take card only. [Price] Attendance is FREE. But you need to buy something from the venue. [Policies] \- We do not tolerate harassment of our members \- We remind users that that this meetup is intended for networking and hobby development\, and any attempts at using this meetup event as a dating platform will not be not be tolerated Further information: https://torontostack.exchange/

**Tjexに初めて参加する日本人参加者も、このイベントへの参加を歓迎します。ウェイティングリストにご登録いただければ、主催者側がすぐに順番待ちリストに移動いたします。Japanese participants joining Tjex for the first time are welcomed to join this event.** **Canadian participants that have participated in Tjex at least 1 time within the past 1 year are allowed to join.** (English description further below) 🌸🌸桜の開花が間近に迫ってきました！ハイパークで桜を見に行きましょう! 🌸🌸 📅 日時：5月2日午後12時。この日時は暫定的なものです。開花状況によっては変更となる場合があります。 ↗️ 行き方：午前11時45分にハイパーク駅にお越しください。15分ほど待機し、午後12時に公園へ向かいます。 午後12時までにハイパーク駅に到着できない方は、到着時に向かう方向とピクニック場所の写真をコメント欄に投稿しますので、そちらを参考にしてください。 集合場所は丘の上の池の近くになる予定です。 🍫🥤飲食物は各自ご持参いただいても構いませんが、公園内でのアルコール類の持ち込みは禁止されています。 🇯🇵💬🇨🇦 TJEXでは、座るための大きな緑色のシートをご用意しています。参加者は英語と日本語の言語交換を行うグループに分けられます。 雨天決行です。 参加費無料 🌸🌸The Cherry Blossoms are about to bloom! So, it's time to go see them at High Park!🌸🌸 📅 Date: May 2nd at 12 pm. This date is tentative. We may adjust the date if the blooming schedule changes. ↗️ Directions: Please Arrive at High Park station at 11:45 am. We will wait for 15 mins and head to the Park at 12:00 pm. For those that cannot arrive at High Park Station by 12:00 pm, we will post pictures of the direction we're heading and the picnic spot upon arrival in the comment section that you can use to find us. We will probably gather near the pond on the hill. 🍫🥤You may wish to bring your own food and drinks, however, alcohol is not allowed in public parks. 🇯🇵💬🇨🇦 TJEX will have large green sheets for you to sit on. Participants will be placed into groups for English and Japanese Language Exchange. The event will be held rain or shine. This Event is free

🚨👉 To RSVP for this event, head to our [Luma event page](https://luma.com/3ea6eq1s). RSVPs are intentionally closed on Meetup.👈🚨 https://luma.com/3ea6eq1s Join us for a welcoming and inclusive coffee meetup where women and non-binary folks in tech can connect, share experiences, and build community in a relaxed setting. **May Topic:** What Are You Building? Wins, Works in Progress & Everything in Between Whether you're an industry veteran or just getting started, everyone is welcome! **FREE ENTRY** – However, please support the café by purchasing a drink or snack while attending. **Location:** Prema Coffee and Bar, 35 McCaul St #110, Toronto, ON M5T 1V7 **Time:** 11:00 AM – 1:00 PM **Schedule:** 11:00 AM – 11:30 AM → Arrive, grab a drink/snack, socialize 11:30 AM – 1:00 PM → Group discussion, paired chats & activities **Important Notes for RSVPs** We’re introducing a few questions when you RSVP to help us manage space and ensure an inclusive environment: **This is a space created to support people who are underrepresented in tech.** We ask **cisgender men** (men who were assigned male at birth and identify as male) to respect this and not attend. **To manage limited space, we track no-shows for all Code Diversity events.** If you RSVP and miss two events, you’ll be waitlisted for future events. Please update your RSVP at least 24 hours in advance if you can’t attend. **Photography & Video Disclaimer:** By attending this event, you acknowledge and agree that photographs and/or video recordings may be taken. These may be used for promotional purposes, including social media, websites, and other marketing materials. If you do not wish to be photographed or recorded, please inform the event organizer upon arrival. **Organized by TechTank** Let’s continue fostering diversity, inclusion, and innovation in tech—this month and beyond! **Join our vibrant community for the latest updates and continued discussions:** [https://linktr.ee/techtankto](https://linktr.ee/techtankto)

⚠️日本語の案内は下にあります⚠️ ⚠️한국어 안내는 하단을 참고해주세요!⚠️ ⚠️中文用户请向下滚动⚠️ CAS Family, thank you as always for being part of this community! This time we’re hosting a special edition event — a Hanami picnic at High Park 🌸 Let’s enjoy the cherry blossom season together, relax, chat, and spend a beautiful spring day with everyone🫶 Let’s make a lovely spring memory together with the CAS Family ☘️ 🎟️Fee : Free✨ 🧳What to Bring • Snacks or drinks if you’d like to share • A picnic mat or blanket if you have one We will bring a large picnic sheet, but extra blankets are always welcome. 🙏 For recreational games, balls, playing cards, frisbees, and more will be provided. ⚽🃏 📍Meeting Point High Park The exact meeting location will be shared only with registered participants. It will be announced at least one hour before the event starts🌸 ☂️Rain Plan If it rains, the event will be cancelled or postponed We will announce the decision at least three days before the event. CAS Familyの皆様へ♡ いつもご愛好ありがとうございます！ ついに長い冬が明けると共に お花見イベントを開催することになりました🌸 🎟️料金: 無料✨ 🧳持ち物 特大レジャーシート、ボール、トランプ、ボードゲーム、フリスビー、縄跳び等ご用意いたしております🫶 ご自身用のスナックや飲み物、レジャーシートの持ち物大歓迎です🙏 📍集合場所 詳しい場所は集合前1時間までにアナウンスいたします。サインアップしてる方のみへの公開です！ ☂️雨天時 中止 or 延期 イベント3日前までにお知らせします 늘 CAS 이벤트에 참석해주셔서 감사드립니다. 봄을 맞아 특별한 이벤트를 개최하게 되었습니다! High Park에서 벚꽃놀이를 즐겨보시는 건 어떠신가요? 🌸 다가오는 봄을 느끼며 즐겁게 대화하며 쉴 수 있는 편안한 시간을 준비했습니다 🫶 CAS와 함께 소중한 추억을 만드실 수 있길 바랍니다 🍀 🎟️ 참가비: 무료 🧳준비물 (선택 사항) 간단한 간식거리 피크닉용 돗자리 커다란 돗자리 하나를 제공해드릴 예정입니다만 여분의 돗자리가 있으시다면 가져와주시면 감사하겠습니다 🙏 카드게임이나 원반 던지기등 다양한 게임이 준비될 예정입니다 ⚽️🃏 📍위치 High Park 정확한 위치는 이벤트 시작 한시간 전에 참가자분들께 안내해드리도록 하겠습니다🌸 ☂️날씨 관련 우천시에는 이벤트가 미뤄지거나 취소될 예정입니다. 최소 3일전에 안내해드리도록 하겠습니다. 🎟️费用：免费✨ 🧳携带物品 • 如果你愿意分享，可以带一些零食或饮料 • 如果有的话，可以带一块野餐垫或毯子 我们会准备一张大的野餐垫，但欢迎大家自带额外的毯子。🙏 同时也会提供一些娱乐活动用品，例如球类、扑克牌、飞盘等。⚽🃏 📍集合地点 High Park 具体集合位置仅会分享给已报名的参加者，并会在活动开始前至少一小时公布🌸 ☂️下雨安排 如果下雨，活动将会取消或延期。 我们会在活动开始前至少三天公布决定。

#### **This event page is for English speakers only.** **こちらのイベントページは英語話者の方向けです。** **日本人の方は、別のイベントページからお申し込みください！** *** We host a Japanese & English language exchange meeting every Sunday at 9:30 AM. Participants practice in pairs or small groups, with 50 minutes of Japanese practice and 50 minutes of English practice. The study materials used in our sessions are created by professional language teachers. ### **Before Signing Up, Please Read the Following** * **Please make sure to check the comments section of the event page, as all event details and materials will be shared there around Saturday.** * This meeting is intended for people who are genuinely interested in language learning. Participants joining for other purposes may be asked to leave. * We prioritize creating a safe and comfortable environment for all attendees. * Disruptive behavior, solicitation, or sales activities are not allowed. Anyone who does not follow the instructions of the organizer or staff may be removed from the group. * **Participation fee : Refunds and carryovers are not available.** ### **Participation Fee & Donation** Your participation fee will be used by Emiko Tanaka, a Yosakoi Ambassador, to promote Yosakoi Naruko Dance from Kochi, Japan, to the world. For more details, please visit our website: [Yosakoi Ambassador Project](https://yosakoiambassador.com/) We look forward to seeing you at the event!

Women-Only Event | 女性限定 ※日本語の案内は下にあります Let’s step outside our usual library meetup and enjoy hanami together!🦄🌱 This is the 3rd special edition of our popular Girls’ Night, but this time we’re meeting during the day at High Park to celebrate cherry blossom season. After all, hana yori dango🍡 — good company and fun matter more than the flowers 😉 Let’s create our own spring bloom here in Canada together 🌸 【Fee】 $10 (Only $5 if you bring snacks or drink for SHARE) 【Payment】：Cash or E-Transfer only ⚠️ Credit/debit cards are not accepted. 【What we provide】 • Cups, plates, wet wipes, and some snacks • Fun activities such as board games, jump rope, frisbee, and more We’ll bring a few picnic blankets, but it would be great if you could bring one too!🙏 【Meeting Point】 We’ll announce the meeting point at 1:30 PM on the day🌸 【Rain Plan】 If it rains, the event will be cancelled. We’ll let everyone know by the day before☂️ • A relaxed tea-time hangout with casual chatting in both English and Japanese🌸🍵 (There’s no structured “language exchange time,” so don’t worry if you’re not confident—just take it at your own pace! 🙋‍♀️) 【Important Request】 If you can’t make it, please mark yourself as “Not Attending” so someone on the waitlist can join. If you fail to show up twice without marking “Not Attending,” you may be removed from the group. 【Eligibility Notice】 This event is exclusively for individuals assigned female at birth (AFAB). While we deeply respect all gender identities, this particular gathering is intended to provide a safe and comfortable space for AFAB women to connect. We kindly ask trans women, non-binary, and other gender-diverse individuals to refrain from attending this time. Additionally, if your name or profile photo does not clearly reflect your gender (e.g. male-identifying names, random numbers, spam-like characters), you may be removed from the event. Thank you for your understanding. ついに春がやってきた！いつもの図書館を飛び出して、みんなで花見🦄🌱 大好評のGirls’ Nightスペシャルエディション第3弾。今回は夜ではなく、昼間にHigh Park✨ 花より団子🍡 きれいな花もいいけれど、我々が1番のお花です♡みんなでカナダに春の花を咲かせましょう🌸 【参加費】$10 （シェア用のお菓子や飲み物を持ってきてくれる方は $5） 【お支払い】Cash または E-Transfer のみ ⚠️ クレジットカード / デビットカードは使えません。 【用意しているもの】 ・カップ、紙皿、ウェットティッシュ、簡単なお菓子 ・ボードゲーム、縄跳び、フリスビーなどのアクティビティ レジャーシートはいくつか持っていきますが、お持ちの方はぜひ持ってきていただけると嬉しいです🙏 【集合場所】 集合場所は当日13:30にお知らせします🌸 【雨天時】 雨の場合は中止になります。前日までにお知らせします☂️ ・英語と日本語を自由にミックスしておしゃべり、カードゲームなどゆるっとお茶会スタイル 【こんな方におすすめ】 女の子の友達が欲しい！ Meetupに参加してみたいけど、不安がある。 【お願い】 参加できない場合は「不参加」にしてください。 「不参加」なしで2回現れなかった場合、退会となります。 【参加対象についてのご案内】 本イベントは「出生時に女性として割り当てられた方（AFAB）」に限らせていただいております。 あらゆるジェンダーアイデンティティを尊重しておりますが、今回はAFABの女性が安心して交流できる場を意図しております。 トランス女性・ノンバイナリー等の方々におかれましては、誠に恐れ入りますが、今回のイベントへのご参加はご遠慮ください。 また、名前やプロフィール写真から性別が判断できない場合（明らかに男性である、数字の羅列、スパムのような文字の羅列など）イベントから退会してもらう可能性があることをご承知ください。

#### **This event page is for JAPANESE PEOPLE only.** **If you are not Japanese, please sign up through a different event page.** **こちらのイベントページは日本人の方向けです。** **Toronto Japanese English Language Exchangeにご興味を持っていただき、ありがとうございます！** 私たちは毎週日曜日の午前9:30から、英語と日本語の練習会を開催しています。 この会では、ペアまたは少人数のグループで、50分間の日本語練習と50分間の英語練習を行います。 使用する教材は、プロの言語教師が作成したものです。 ### **お申し込み前にご確認ください** * **イベントの詳細とミーティン中に使用する教材は、** **イベントページのコメント欄にの方のみが見れる設定で共有し、更にMeetupのメッセージ機能を通してご登録されたEmailアドレスへ土曜日ぐらいにお送りしています。** * メール受信機能がオフになっていると詳細が届きません。メール受信をオンに、そしてお知らせが届く設定にされることを推奨します。 * この会は、言語学習を目的とした方向けに開催しています。 それ以外の目的でのご参加はお断りする場合がございます。 * 安全で安心して参加できる環境を最優先に考えています。 * 迷惑行為・営業・勧誘行為があった場合、またはオーガナイザーやスタッフの指示に従わない場合は、退会していただくことがあります。 * 参加費の返金・繰越は不可です。 ### **参加費について** 参加費は以下の目的に使用されます。 ・Meetup利用料 ・当日サポートスタッフへの謝礼 ・オーガナイザーEmikoの「よさこい国際化プロジェクト」の活動費 トロントにはよさこいチームもあり、さまざまなイベントに出演しています。 ご興味のある方は、ぜひご参加ください。 ウェブサイト [https://yosakoiambassador.com/](https://yosakoiambassador.com/) パフォーマンス動画 [https://youtu.be/2z8f4p6DJkw](https://youtu.be/2z8f4p6DJkw) 皆さまのご参加をお待ちしております！

This group is for badminton enthusiasts who are passionate about exploring the connections between metabolism, energy, and exercise. We are welcome beginner plus, intermediate and advance level players looking to improve your skill or a seasoned player seeking to optimize your performance on the court, this group is for you! Join us for friendly games. This badminton session is a weekly event and it is followed with dinner together but it is optional. Birdies: Please bring one birdie with you. However, if you are intermediate plus or advanced level, bring two birdies with you. Court fee: It will be informed at the comment section by 4pm. Cost per person is either $162 (for 3 courts) divided by the number of players attended OR $108 (for 2 courts) divided by the number of players attended. My email address will be provided at that time for etransfer.

Don't be disappointed if you don't see a bunch of people attending. I advertise this on multiple platforms and the class usually sells out. Improv comedy uses several techniques to create laughter. These include, creating an atmosphere free of judgement, saying 'yes', active listening, being positive, putting your focus on others, and the importance of play and laughter. Not coincidentally, these are the same things that happen to us naturally when we are bonding with another person. In this class, we'll explore these techniques not with the goal of being funny, but with the goal of being people that other people want to be around. The organizer, Ralph MacLeod, is a co-founder of two independent improv clubs in Toronto - Bad Dog Theatre and Social Capital Theatre. He's been teaching improv for over 30 years. He also teaches these same techniques to several organizations including UofT, Google, Kraft, Shopify and many, many more. Please feel free to ask any questions you may have! FAQs and Good To Know.... After every event, a group from this class sit down and have a drink together so be prepared to stay if you want! Of course, you don't HAVE to. You also don't have to be single or bring a friend. The vibe of this class is much more 'making new friends' than a 'singles' mixer'. We usually run to 8:15 so pay for extra parking!

You don’t have to fly to Japan or Washington DC. Its right here at high park. Join us for a walk in high park to witness the cherry blossom! We’re heading to High Park for the annual cherry blossom bloom. Come for the beautiful views, stay for the "I can’t believe it’s finally spring" vibes. We promise it’ll be a blooming good time. Don’t leaf us hanging! We will see you at the high park’s north entrance. Wait for 15 mins and then start the walk. P.S. The moment you touch the leaves or the tree for that one Insta pic, we will disown you! (Not kidding here) 💵 Cost: $2 (cash or e-transfer to mech.mandeep@gmail.com) Who knew running a meetup costs money!!

**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

**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

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

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 us as we get together to see your choice of two VERY different movies – one sweet and wholesome – the other a terrifying folklore horror! Option 1 is the fun whodunnit-action-comedy-mystery led by Hugh Jackman, THE SHEEP DETECTIVES! Option 2 is the top-reviewed supernatural-horror-thriller starring Adam Scott, HOKUM! Here’s a description, trailer and plan for this event: THE SHEEP DETECTIVES: Every night a shepherd reads aloud a murder mystery, pretending his sheep can understand. When he is found dead, the sheep realize at once that it was a murder and think they know everything about how to go about solving it. The film is directed by Kyle Balda and take a look at this ensemble cast: Hugh Jackman, Nicholas Braun, Molly Gordon, Hong Chau and Emma Thompson and the voices of Julia Louis-Dreyfus, Bryan Cranston, Chris O'Dowd, Regina Hall, Patrick Stewart, Bella Ramsey, Brett Goldstein and Rhys Darby. TRAILER: https://www.youtube.com/watch?v=pyZI5oM6hWk HOKUM: In this film, a horror writer visits an Irish inn to scatter his parents' ashes, unaware the property is said to be haunted by a witch. It is written/directed by Damian McCarthy stars Adam Scott, Peter Coonan, David Wilmot, Florence Ordesh and Austin Amelio. Hokum premiered to rave reviews at this year’s SXSW Festival and is being release by Neon. It is earning a stellar 97% positive rating on Rotten Tomatoes, which calls it, “A classic haunted house story enriched with atmospheric folklore and perfectly-timed shocks!” TRAILER: https://www.youtube.com/watch?v=EVCIK_MPyhc PLAN: We’ll plan for a 7pm-ish showing of both films and will meet inside the theater lobby about 20 minutes before showtime. If the showtimes work out, we’ll try to get both groups together for a bite before the shows! Complete details and showtime will be confirmed/announced as the date gets closer. Look forward to seeing you there, Dan

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**