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Frequently Asked Questions

Yes! Check out photo editing events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the photo editing events taking place this week here. Plan ahead and join exciting meetups throughout the week.

Absolutely! Find photo editing events near your location here. Connect with your local community and discover events within your area.

Photo Editing Events Today

Join in-person Photo Editing events happening right now

SIGNATURE SERIES w/ ALI & DARIA
SIGNATURE SERIES w/ ALI & DARIA
Figure painting
Figure painting
Join our weekly figure drawing sessions where you will become familiar with human body anatomy, learn how to draw figures, and improve your sketching skills. In a warm and friendly atmosphere, we gather to practice figure drawing, develop artistic techniques, and connect with new friends who share a passion for art. Perfect for beginners and experienced artists alike.
Adrienne Fish live @ Backroom Comedy Club | One Night Only!
Adrienne Fish live @ Backroom Comedy Club | One Night Only!
Ticket Link: [https://www.eventbrite.com/e/1985524633628?aff=oddtdtcreator](https://www.eventbrite.com/e/1985524633628?aff=oddtdtcreator) **🌟 BACKROOM COMEDY CLUB PRESENTS 🌟** 📍 **Location:** Backroom Comedy Club 🗓 **Date:** April 25, 2026 🕗 **Showtimes:** 8:00 PM & 10:00 PM ✨ **Featuring [Tatiana Frank](https://www.instagram.com/tatianafranknyc/ "https://www.instagram.com/tatianafranknyc/") — one night only!** Miami raised and Brooklyn abused, Tatiana Frank is a standup and writer who loves to share her most awkward, shameful moments on the stage in exchange for the big juicy laughs she so desperately craves. She's a regular at clubs such as New York Comedy Club and Sesh Comedy and she's amassed a following online for both her standup and comedic sketches. **Venue & Show Info:** * **Doors Open:** 30minutes before the shows * **Venue:** Located downstairs \| 19\+ only \| Uncensored comedy — discretion advised * **Drinks & Food:** Bar during show \| Full food menu upstairs * **Parking -** Street and lot parking available * **Tickets -** First\-come\, first\-served\, limited seating \| Shows often sell out Don’t miss your chance to see Tatiana Frank live — this is a night of comedy you won’t forget.
🌸🌆 FLEURS DE VILLES VOYAGE – BLOOR-YORKVILLE FLOWER WALK AND LUNCH🌆🌸
🌸🌆 FLEURS DE VILLES VOYAGE – BLOOR-YORKVILLE FLOWER WALK AND LUNCH🌆🌸
🌸🌆 FLEURS DE VILLES VOYAGE – BLOOR-YORKVILLE FLOWER WALK 🌆🌸 **A Floral Trail, Daytime Stroll & A City in Bloom** For a few days each year, Bloor-Yorkville transforms into a living, walkable art exhibit — filled with flowers, colour, and creativity around every corner. Join us for Fleurs de Villes VOYAGE, a one-of-a-kind experience where top floral designers partner with local businesses to completely “flower-bomb” the neighbourhood. This daytime version is perfect if you prefer a more relaxed pace — giving us time to wander, explore, and really take in the details. Expect over 30 unique installations scattered throughout the area — from fashion-inspired mannequins to floral archways, window displays, and even edible creations popping up where you least expect them. This is not a formal tour. It’s a social walk — come explore, take photos, and enjoy the atmosphere together. 📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd) \*\*\* **🚶‍♂️ What We’ll Do** We’ll meet at the Toronto Reference Library and begin our walk through Bloor-Yorkville, following the floral trail and discovering installations as we go. There’s no rush — we’ll take our time, stop for photos, and enjoy the creativity throughout the neighbourhood. After the walk, we’ll head over to Jack Astor's for food, drinks, and a chance to hang out and connect. 🍔🍹 You’re welcome to join for food or head out whenever you like. \*\*\* 🌆 **Vibe & Expectations** This is an easy, relaxed city walk — no distance pressure, no intensity. Just: ✔️ Beautiful visuals ✔️ A lively neighbourhood ✔️ Good company Also — this is NOT a guided or historical tour. It’s about enjoying the experience and being social. \*\*\* **🧢 Meetup Details** 📍 Meetup Location: Outside the Toronto Reference Library 🫎 I’ll be wearing my Moose Hat ⏰ Meetup Time: 11:00 AM I will only wait 5 minutes. Early is on time. On time is late. We’ll head out promptly. End Point: Yonge & Bloor \*\*\* 🎟️ Meetup Fee: $5 cash in person or e-transfer to 📧 \*\*[mathewmaclean@hotmail.com**](http://mathewmaclean@hotmail.com%2A%2A/) This helps support the group and allows us to keep hosting events like this. Thank you for supporting community! 💖 \*\*\* 🎒 **What to Bring** Water Comfortable walking shoes Camera or phone for photos 📸 Weather-appropriate clothing Optional: cash/card if joining for food & drinks afterward Please also use the washroom before arriving, as stops are limited. \*\*\* 🌈 **Who Is This For?** This group is open to anyone who wants to be social and make friends — whether single or not. **We also host:** 🎬 Movies 🚶 Walks & hikes 🎭 Arts & culture outings 🍽️ Restaurant gatherings There’s always something happening. \*\*\* **REMEMBER:** You’re welcome to just show up on the day if you’re unsure about your schedule. And as always, sometimes plans shift and events may need to be canceled — please keep an eye on updates. \*\*\* 👤 Organizer: Mathew Questions? Post on the event wall or email 📧 [torontomoviesandoutings@hotmail.com](mailto:torontomoviesandoutings@hotmail.com) Come for the flowers. Stay for the stroll. Leave feeling like the city surprised you — in the best way. 🌸✨
8PM Friday Pro & Hilarious Stand-up | Comedy Kickoff & Laughs guaranteed
8PM Friday Pro & Hilarious Stand-up | Comedy Kickoff & Laughs guaranteed
Eventbrite Link: **[https://www.eventbrite.ca/e/694505453507?aff=oddtdtcreator](https://www.eventbrite.ca/e/694505453507?aff=oddtdtcreator)** **Get groovy with Funky Fridays! Toronto's comedy party starts at 8 PM. Unwind, laugh, and kick off your weekend in style!** Dive into the comedic groove every Friday at 8 PM! Experience the funky vibes of Toronto's top comedians at Backroom Comedy Club. Join us for a night of uproarious laughter, good times, and the perfect start to your weekend. Secure your spot for an unforgettable evening filled with funky fun and stand-up brilliance!
Make Friends at a Cafe - Good Chats App BETA
Make Friends at a Cafe - Good Chats App BETA
**GoodChats.** . **Newest Way to Make Friends in Toronto!** . Ever walked into a coffee shop and wished you knew the people around you? That’s exactly what GoodChats is for. . Our Coffee Chat events are designed to make meeting new people feel natural — no awkward intros, no swiping, no pressure. Just real conversations with people who already share your interests. **How it works:** . **1) Sign up on iOS or Android** Download the GoodChats app to get started. . Use the code **COFFEE** to sign-up for the invite-only app today! [https://linktr.ee/goodchatsapp](https://linktr.ee/goodchatsapp) . **2) Start a chat about what you like** Talk about anything you’re into — hobbies, ideas, random thoughts. The app builds your profile based on what you actually care about. . **3) Join a Coffee Chat** We match you with a small group of people who share similar interests and invite you to a local coffee shop meetup. That’s it — just show up, grab a drink, and talk. . **What to expect:** * Small groups (so it’s actually easy to connect) * Weekly events at local coffee shops * A relaxed, low-pressure environment * People you’re genuinely likely to vibe with . **Good to know:** * Events are **completely free** * All event details and invites are inside the GoodChats app * We’re currently in **beta**, with new Coffee Chats happening every week Use the code **COFFEE** to sign-up for the invite-only app today! [https://linktr.ee/goodchatsapp](https://linktr.ee/goodchatsapp) . If you’ve ever wanted meeting new people to feel easier (and more real)… this is for you.
Make Friends at a Cafe - Good Chats BETA
Make Friends at a Cafe - Good Chats BETA
**GoodChats.** **Newest Way to Make Friends in Toronto!** Ever walked into a coffee shop and wished you knew the people around you? That’s exactly what GoodChats is for. Our Coffee Chat events are designed to make meeting new people feel natural — no awkward intros, no swiping, no pressure. Just real conversations with people who already share your interests. **How it works:** **1) Sign up on iOS or Android** Download the GoodChats app to get started. Use the code **COFFEE** to sign-up for the invite-only app today! [https://linktr.ee/goodchatsapp](https://linktr.ee/goodchatsapp) **2) Start a chat about what you like** Talk about anything you’re into — hobbies, ideas, random thoughts. The app builds your profile based on what you actually care about. **3) Join a Coffee Chat** We match you with a small group of people who share similar interests and invite you to a local coffee shop meetup. That’s it — just show up, grab a drink, and talk. **What to expect:** * Small groups (so it’s actually easy to connect) * Weekly events at local coffee shops * A relaxed, low-pressure environment * People you’re genuinely likely to vibe with **Good to know:** * Events are **completely free** * All event details and invites are inside the GoodChats app * We’re currently in **beta**, with new Coffee Chats happening every week Use the code **COFFEE** to sign-up for the invite-only app today! [https://linktr.ee/goodchatsapp](https://linktr.ee/goodchatsapp) If you’ve ever wanted meeting new people to feel easier (and more real)… this is for you.

Photo Editing Events This Week

Discover what is happening in the next few days

Mother's Day Photo Walk in Yorkville — Family Tour with Pro Photos | Toronto
Mother's Day Photo Walk in Yorkville — Family Tour with Pro Photos | Toronto
— Toronto's Most Charming Heritage Tour, with Professional Family Photos Included. Skip the brunch line. This Mother's Day, treat Mom to something she'll actually remember: a guided heritage walk through Bloor-Yorkville — Toronto's most expensive and most beautiful neighbourhood — followed by a professional photo gallery of the whole family delivered straight to her phone. This is the rare Toronto walking tour where nobody has to be the family photographer. Mom doesn't have to ask a stranger. Dad doesn't have to fumble with the timer. The kids don't roll their eyes through 12 retakes. Your tour guide is also your celebrity photographer — directing each shot at every landmark so the whole family is in the frame, looking great, with no one stuck behind the camera. PERFECT FOR • Mother's Day gifts in Toronto • Family photo sessions in Yorkville • Multi-generational outings (grandmas, moms, daughters all welcome) • Couples and solo moms who want a relaxed celebration • Anyone looking for a Mother's Day brunch alternative PRICING $80 per person — includes the full guided tour, a free drink at Coco Espresso Bar, and your professional photo gallery delivered after the walk. Family rate, kids welcome. TOUR OVERVIEW • Date: Sunday, May 10 (Mother's Day) at 10:00 AM • Distance: \~1.2 km (optimized route) • Pure walking time: \~16 minutes • Total guided experience: 1 hr 15 min – 1 hr 45 min • Time per landmark: 10–15 minutes • Stops: 6 heritage landmarks • Difficulty: Easy — mostly flat, fully paved (stroller and grandma friendly) • Start: Church of the Redeemer (162 Bloor St W) • End: Toronto Public Library, Yorkville Branch (22 Yorkville Ave) THE 6 HERITAGE LANDMARKS 1\. Church of the Redeemer — 162 Bloor St W\. Gothic Revival landmark with stunning stained glass and a 1904 Casavant organ\. 2\. Chanel Flagship \(former Mount Sinai Hospital\) — 98 Yorkville Ave\. The original 1922 brick facade still stands behind the luxury storefront\. 3\. Isaia / Sheriff's House — 77 Yorkville Ave\. An 1837 Scottish\-built home\, originally the residence of Sheriff John Daniels\. 4\. Heliconian Hall — 35 Hazelton Ave\. An 1876 Carpenter's Gothic Revival church\, now a National Historic Site\. 5\. Yorkville Fire Hall \#312 — 34 Yorkville Ave\. An 1876 fire hall featuring a clock tower and the historic Yorkville Coat of Arms\. 6\. Toronto Public Library\, Yorkville Branch — 22 Yorkville Ave\. Toronto's oldest library\, a 1907 Carnegie heritage site\. WHAT'S INCLUDED • Celebrity Photographer Treatment for the whole family — up to 10 professional photos per participant, captured across the 6 landmarks. Group shots, candid moments, and posed portraits with Mom front and centre. Your tour guide directs each scene so every photo is portfolio-worthy. • One free drink at Coco Espresso Bar (29 Bellair St) — an authentic Italian café in the heart of Yorkville. Choose from espresso, cappuccino, latte, macchiato, or seasonal gelato. (Hot chocolate available for the kids.) • Full guided storytelling at every landmark — the architecture, the era, the people behind the buildings. YOUR FAMILY PHOTOS — DELIVERED VIA PIXIESET After the tour, every guest receives a text message with a private link to your professional gallery on Pixieset, secured with a personal PIN. Download the photos anytime within a 30-day window — high resolution, edited, and ready to print, frame, or post. The perfect Mother's Day card writes itself. WHY THIS IS THE BEST MOTHER'S DAY GIFT IN TORONTO Flowers wilt. Brunch is forgotten by Tuesday. But a gallery of professional photos of Mom with her family in front of Toronto's most beautiful heritage buildings? That's a gift that gets framed, printed, and shown off for years. Whether your mom loves history, fashion, design, or just being celebrated — this is the rare Mother's Day experience that gives her the spotlight, the story, and the souvenir. WHAT TO EXPECT Flat, fully paved sidewalks the whole way — no hills, no stairs, fully accessible for grandparents and strollers. Wear something Mom will love being photographed in (this is her day, after all), bring comfortable shoes, and leave the cameras at home — we've got everything covered. Booking note: spots are limited. Reserve early to guarantee your family's place on the Mother's Day walk. Searched for: Mother's Day Toronto, things to do for Mother's Day Toronto, Mother's Day brunch alternative Toronto, family photos Yorkville, professional family photographer Toronto, Mother's Day walking tour, Yorkville heritage tour, Toronto Mother's Day gift ideas.
Creative painting night
Creative painting night
Grab your brushes and join us for a fun, laid-back Creative Painting Night! This is a friendly space to play with colour and express yourself, regardless of your skill level. Come hang out, meet new people, and enjoy a relaxing evening of making art together.
Breathe Strong: Breathwork and Meditation session
Breathe Strong: Breathwork and Meditation session
Relax your mind with evidence-based breathing practices, immerse yourself in a meditation experience & learn techniques to manage your mind **What You’ll Get From the *#BreatheStrong* Session** The workshop offers you a well-deserved 75-minute break. You'll clear your mind through calming breathing and guided meditation. **Calming breathing techniques** Relax your mind and prepare it to enter a meditative state by balancing the right and left hemispheres of the brain. **LIVE guided Panchakosha meditation** Experience a guided mediation that takes you through the five (pancha) layers (koshas) of our being. **Education on the tendencies of the mind** We will train you to overcome negative patterns using your breath and meditation. **Overview of SKY Breath Meditation** Explore a powerful technique that works at a deeper level than regular meditation, for long-lasting effects. [100+ Independent studies](https://events.ca.artofliving.org/ca-en/research-sudarshan-kriya/) conducted on four continents and published in peer review journals, including Yale and Harvard, have demonstrated a comprehensive range of benefits from practicing **SKY Breath Meditation** and related breathing exercises taught on the SKY Breath Meditation course. **There's a faster, easier way to manage your stress and anxiety.** **Join us for a free session!**
🎨🏙️ GRADEX 111 – OCAD UNIVERSITY ART EXHIBITION & SOCIAL 🏙️🎨
🎨🏙️ GRADEX 111 – OCAD UNIVERSITY ART EXHIBITION & SOCIAL 🏙️🎨
🎨🏙️ **GRADEX 111 – OCAD UNIVERSITY ART EXHIBITION & SOCIA**L 🏙️🎨 Emerging Artists, Creative Energy & A Cultural Hangout If you want to feel inspired, this is the kind of event that does it. Join us for GradEx 111 at OCAD University — Toronto’s largest free art and design exhibition, featuring work from over 800 graduating artists and designers. This is a chance to step into the next wave of creativity — exploring everything from painting and photography to design, installation, and experimental work, all in one space. It’s vibrant, it’s varied, and there’s always something that catches you off guard in the best way. This is not a formal tour. It’s a social outing — come explore, react, and experience it together. 👉 📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd) *** 🚶‍♂️ **What We’ll Do** We’ll meet outside and head into the exhibition together, spending about 1.5–2 hours exploring the different displays across the building. You’ll have time to move at your own pace, take it all in, and check out the wide range of disciplines on display. **There’s also:** 🎓 Student work available for purchase 🏅 A special medal-winning exhibition in the Great Hall 🛋️ An alumni lounge space Afterward, we’ll head out to find a nearby spot for drinks or food and keep the conversation going. You’re welcome to join or head out whenever you like. *** 🎨 Vibe & Expectations This is a relaxed, low-pressure event — no art expertise needed. Just: ✔️ Curiosity ✔️ Openness ✔️ A willingness to explore Also — this is NOT a guided tour. It’s about experiencing the exhibition in your own way, while being part of a social group. *** 🧢 Meetup Details 📍 Meetup Location: Corner of Dundas St W & McCaul St (AGO side) 🫎 I’ll be wearing my Moose Hat ⏰ Meetup Time: 11:00 AM I will only wait 5 minutes. Early is on time. On time is late. We’ll head in promptly. End Point: Back at the starting location *** 🎟️ Meetup Fee: $5 cash in person or e-transfer to 📧 **mathewmaclean@hotmail.com** The exhibition itself is free. This fee helps support the group and allows us to keep hosting events like this. Thank you for supporting community! 💖 *** 🎒 **What to Bring** Water Comfortable shoes (we’ll be on our feet) Curiosity and an open mind 🎨 Optional: cash/card for food & drinks afterward *** 🌈 **Who Is This For?** This group is open to anyone who wants to be social and make friends — whether single or not. **We also host:** 🎬 Movies 🚶 Walks & hikes 🎭 Arts & culture outings 🍽️ Restaurant gatherings There’s always something happening. *** **REMEMBER:** You’re welcome to just show up on the day if you’re unsure about your schedule. And as always, sometimes plans shift and events may need to be canceled — please keep an eye on updates. *** 👤 Organizer: Mathew Questions? Post on the event wall or email 📧 torontomoviesandoutings@hotmail.com Come for the art. Stay for the conversation. Leave feeling inspired by what people are creating right now. 🎨✨
Night Out at Eloise on the Esplanade
Night Out at Eloise on the Esplanade
Runner Recovery & Performance Workshop (FREE + VO₂ Max Giveaway)
Runner Recovery & Performance Workshop (FREE + VO₂ Max Giveaway)
**Runners — don’t skip this.** [Confirm your spot here.](https://forms.gle/6JRS91qsP1X2CGU59) If you’ve raced recently or you’re training right now, this **FREE workshop (May 9, 1:30pm at Thrive Longevity)** will help you recover faster, avoid injuries, and improve performance. Led by **Dr. Steven Murray — chiropractor & former pro track athlete —** you’ll learn: • Post-race recovery • Injury prevention • Running form & strength Plus — **VO₂ max testing + gait analysis**, with some **given away for free during the event.** Spots are limited. If you’re serious about running, this is for you. 👉 Save your spot: [https://forms.gle/6JRS91qsP1X2CGU59](https://forms.gle/6JRS91qsP1X2CGU59) [Ask your questions here.](https://forms.gle/6JRS91qsP1X2CGU59)
Badminton Enthusiast
Badminton Enthusiast
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.

Photo Editing Events Near You

Connect with your local Photo Editing community

Mindful Photography Walk – A Gentle Pause in Nature
Mindful Photography Walk – A Gentle Pause in Nature
Join me for a small, mindful photography walk in nature. (**NOTE Time is 9:00 AM EST(Meetup is having technical Issue))** This is a slow, intentional gathering — not focused on fitness or perfect photography — but on simply pausing, observing, and being present. We’ll walk at a gentle pace, with moments of quiet, and a few light prompts to help you notice details you might normally miss. 📷 You don’t need any photography experience — a phone camera is enough. This is also not a business networking event. It’s a calm space to connect with nature and, if it feels natural, with like-minded people. 🌿 What to expect: • A slow-paced, relaxed walk • Moments of silence and observation • Simple reflection prompts 📍 Location: [ Red Trabue Nature Preserve] ⏱ Duration: \~60 minutes This is a small, initial gathering as I begin creating this space through WellGratiVibes — a blend of mindfulness, nature, and quiet connection. If this resonates with you, you’re welcome to join.
Brushes & Brunch: A Mother's Day Painting Event
Brushes & Brunch: A Mother's Day Painting Event
🌸 Mother’s Day deserves more than flowers 🌸 Join us for an elevated outdoor paint experience designed for creativity, connection, and unforgettable memories. ✨ Brushes & Brunch: Mother’s Day Garden Edition ✨ Beautiful garden vibes Brunch bites Signature refreshments Guided painting Soft music Luxury energy Whether you're celebrating your mother, your daughter, your friends, or simply honoring yourself — this experience is your invitation to slow down and create something beautiful. No painting experience needed — just bring your good energy. This is not your typical paint party. This is intentional. This is elevated. This is your moment. 🎟 Limited seating available to keep the experience intimate. Reserve your spot early https://www.eventbrite.com/e/brushes-brunch-a-curated-mothers-day-painting-experience-tickets-1987709930911
Sip & Read: *Founder Edition* Meetup: Book/Venue TBD
Sip & Read: *Founder Edition* Meetup: Book/Venue TBD
Calling all founders, CEOs, lawyers, doctors, and entrepreneurs to join our special *Founder Edition* of Sip & Read meetup event. Let's sip on fine wine and discuss our first book **The 5AM Club- Own Your Morning Elevate Your Life, by Robin Sharma**. We will pair this book with our favorite wine at **Wine on High** and engage in thought-provoking discussions on startup businesses and entrepreneurship, and network with like-minded individuals in a cozy book club setting. Come prepared to discuss this month's book. At the end of each book club meeting, we will take next book and venue suggestions from the participants for the next meeting. Whether you are a book lover, women entrepreneur, or a content creator, this event is perfect for sharing ideas and insights with other funders and founders in the entrepreneurial world. Don't miss out on this unique opportunity to connect, learn, and grow together. Sign up now to reserve your spot! *Fun fact! This meetup was established in 2015 and had over 1,000 members. I had to shut down operations while attending law school, but we're back!!*
CBusData - Practical AI for Power BI Developers
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.
NFT AI ART Columbus
NFT AI ART Columbus
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.
Columbus Comedy Improv Meetup at Gresso's!
Columbus Comedy Improv Meetup at Gresso's!
Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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