Photo Editing

Join Lawrence, your top hatted host, for an afternoon of great photography, delicious food and Happy Hour drinks. Our adventure begins at the CONTACT Festival headquarters, at 80 Spadina. We will see Sin Wai Kin - CLOSER THAN IT'S EVER BEEN Be part of the art as you step into two-channel-video installation *The Time of Our Lives* presented at CONTACT Gallery, viewers can choose to sit or move around the space, their experience oscillating between lived and imaginary realities. https://contactphoto.com/festival/2026/core/closer-than-its-ever-been Then you can peruse the Women's Image Library by Artexte. The curators of *Women’s Image Library* activated its archives to reveal women photographers’ significant and often overlooked contributions to the Canadian art scene. https://artexte.ca/en/ At 3 pmish, we will head outside to see mural at 460 King St W Thandiwe Muriu - An Abundance of Plenty *An Abundance Of Plenty* references classical Renaissance portraits while praising the sisterhood between two women which allows each to become the best of herself. https://contactphoto.com/festival/2026/map#venue-460-king-st-w-north-facade Afterwards, we will cross Spadina to 401 Richmond ArtSpace to see more. Gallery 44 - Suite 102 Group Exhibition - Corpus Obscura Across black-and-white prints, photographic sequences, and material interventions, the works engage photography as a site of becoming. Urbanspace Gallery - Ground Floor Yann Pocreau - The Prefix Prize 6 YYZ Artists' Outlet - Suite 140 Hong Yu (Casey) Chan - Listening to the Pathways of the Dead Conservation + Culture Chloé Beaulac - Sanctuary At 4:30 pmish, we will head over to Waterworks Bar for some Happy Hour Social and refreshment. https://www.waterworksfoodhall.com/happy-hour 50 Brant St, Toronto, ON M5V 3G9 If you want to continue to explore the 401 Richmond Art Space, head to the basement to discover these gems. Museum of Toronto to see The 52 exhibit on women who influenced Toronto http://www.museumoftoronto.com/ Spacing Store, or as I like to call it the Toronto Store, where you can find upscale souvenirs. http://spacingstore.ca/ 50 Brant St, Toronto, ON M5V 3G9

Join us for an uplifting evening of group meditation. Immerse yourself in the relaxing atmosphere of sacred mantras. It’s both simple to practice and sublime. These sessions are perfect for beginners as well as long time practitioners. Using breathing techniques, ancient mantras and group kirtan meditation, one can experience spiritual fulfillment, inner peace and self-realization. Kirtan meditation is perfect for calming the mind, relieving stress and anxiety and enabling one to experience happiness in the heart. Learn also the practice of japa yoga, a meditation technique practiced daily in solitude, and cultivate gradually a deep happiness within. Refreshments will be served after class, all are welcome to stay. In accordance with ancient yoga traditions this meditation class is free of charge.

Ready to add more fun, movement, and connection to your week? Come join our group dance classes at [Access Ballroom](https://studioaccessballroom.com/)! We have classes **every day except Tuesday**—that’s Monday, Wednesday, Thursday, and Friday at 7:50pm, and Weekends at 3:40pm. Visit our [Monthly Calendar](https://studioaccessballroom.com/class-schedule/) to view the group class Schedule. To sign up you can also download our APP that is in both the Google Play store and the Apple Store. Just look up Access Ballroom. Whether you’re a total beginner or already have some moves, you’ll fit right in! We always have multiple teachers on hand to guide every level, so everyone gets the attention they need. Our amazing environment and welcoming atmosphere are what make us one of Toronto’s premier Latin and Ballroom studios—and it’s why we have the most Google reviews in the city! Don’t just take our word for it—come experience the energy, laughter, and community for yourself. We can’t wait to see you on the dance floor!

Ticket Link: [https://www.eventbrite.ca/e/2020-perspective-comedy-show-series-tickets-1981806652045?aff=oddtdtcreator](https://www.eventbrite.ca/e/2020-perspective-comedy-show-series-tickets-1981806652045?aff=oddtdtcreator) Two comedians, co-headlining. Both do 20 minutes. These are local Toronto comedians who hustle, grind and deserve the shot! ## Welcome to the 20/20 Perspective Comedy Show Series! Come join us at the **Backroom Comedy Club** Thursday nights filled with laughter and fun starting **February 26th, 2026 until end of May . Every THURSDAY @ 10PM(Eastern Time)**. Get ready to enjoy hilarious stand-up acts and witty performances that will leave you rolling in your seats! Don't miss out on this opportunity to unwind and relax with some top-notch comedy. Grab your friends and family for a night of entertainment that you won't forget! Mark your calendars and get ready to laugh your heart out at the 20/20 Perspective Comedy Show Series!

**A new way to meet single people in your town. It's like Tinder, but live and in person!** **Mix & Clix: A Better Way to Meet Singles** **Step into an unforgettable night where great conversations, real connections, and a little bit of magic come together. Tickets are currently FREE for ladies, so get yours while you can!** **IMPORTANT: You need to set up a profile at mixandclix.com to participate.** **Mix & Clix isn't your typical singles event. This is where the energy of a social party meets the excitement of modern dating.** **As you meet new people throughout the night, simply scan the QR code, click, and choose: Yes / Friends / Pass** **If the feeling is mutual... it's a match. Results are sent out the following day and you can start messaging each other!** **What to Expect:** **\- A curated crowd of fun\, social singles** **\- A beautiful and casual venue** **\- Icebreakers and a relaxed party atmosphere** **\- A seamless way to connect with the people you actually click with** **Spots are limited!** **IMPORTANT: You need to set up a profile at mixandclix.com to participate.** **Secure your spot now and be part of something new and exciting!** **Tickets: https://www.eventbrite.com/e/downtown-toronto-mix-clix-singles-party-free-for-ladies-tickets-1987521802213**

**Happy Hour Event!** Hi Amazing Ladies! Let's celebrate spring together at our upcoming HAPPY HOUR event at St Louis Bar & Grill (York Mills) on **Friday, May 8th, 2026**. Enjoy a great selection of discounted drinks and food options starting at $4. The venue offers excellent service in a casual and friendly atmosphere. Please view the pictures below for the Happy Hour options. Click [here](https://www.stlouiswings.com/stlouis-menu/?cachebuster=1776004533) for a link to the full menu. Meet friends and make some new ones in a relaxed and casual atmosphere. Each participant will cover their own food and drink costs. **There is a non-refundable / non-transferable $5.00 cover fee** to attend this group event. This charge will reserve your spot, help with group costs and hopefully minimize no shows. **Payment of the $5 cover charge is due by FRIDAY, May 1st, 2026.** After this date, non payment of the cover fee will result in the Member's name being moved to the "not going" list so that those "waitlisted" have an opportunity to attend the Happy Hour. **Note - attendees may bring one guest (subject to space availability) under this cover charge.** In consideration of others, if you are not able to attend, please advise 48 hours prior to the event to allow other people on the waitlist to have your spot. No shows and less than 48 hours notice of non-attendance will be noted. 2 or more such occurrences will unfortunately lead to removal from the group. Thank you all for your understanding and consideration. Looking forward to connecting soon! Here are the details for the $5.00 e-transfer - E-mail - [weekendbrunchover50@hotmail.com](http://weekendbrunchover50@hotmail.com/), Security Question - What is the time of the event? **Happyhour** Hope to see you there!

🪞 My Inner Mirror – Inner Alchemy Workshop Through Art Therapy 🎨 Immerse yourself in a unique and transformative workshop, blending artistic creation, meditation, and inner exploration. This guided introspective space will allow you to manifest your inner reality through art, shifting perceptions and strengthening your connection with your subconscious. 🌟 Why Join? ✅ Visually express your inner world and uncover its hidden messages ✅ Deepen your connection with your subconscious through guided meditation ✅ Use art as a tool for transformation and self-analysis ✅ Learn interpretation techniques to better understand your creations No artistic skills required – this workshop is accessible to everyone! 🧘‍♂️ Workshop Flow: 1. Breathing Exercises – Mental and energetic preparation for meditation 2. Guided Meditation – Activating the subconscious and awakening intuition 3. Mirror Drawing Creation – Representing your inner reality through art 4. Interpretation & Examples – Understanding the symbols and messages within your artwork 5. Sharing & Q/A – A space for discussion and guidance 📌 Required Materials: 🔹 Paper: Blank sheets (A4 or A3 format, no grid lines) 🔹 Artistic tools: Pencils, brushes, markers, or any medium of your choice ⏳ Duration: 2 hours 💫 Guidance: This workshop is led by Ludovic, exploring inner alchemy through yoga and art therapy. 🪞 Let your true essence emerge, observe your inner reflection, and uncover the secrets your subconscious wishes to reveal. ✅ Reserve your spot now and embark on this transformative journey! **✨ Join Our Wellness Community** More on [https://www.yogasource.org](https://www.yogasource.org)

— 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.

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.

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.

🎨🏙️ **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. 🎨✨

🌸🌆 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. 🌸✨

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.

🌸 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

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!!*

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'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.

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!

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