Civil Engineering
Meet other local people interested in Civil Engineering: share experiences, inspire and encourage each other! Join a Civil Engineering group.
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Frequently Asked Questions
Yes! Check out civil engineering events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the civil engineering events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find civil engineering events near your location here. Connect with your local community and discover events within your area.
Civil Engineering Events Today
Join in-person Civil Engineering events happening right now
Garrison Creek, Shaw Street and Little Portugal (NEW for 2026)
**The Toronto History Walks Yearly Pass is available. Get it now for $125.00 for 1 year of unlimited tours, email**
**torontohistorywalks@gmail.com**
**for more information or for signing up!**
\*\* **Please note: Please e-transfer the ticket amount when booking your space for this tour! You can e-transfer to the following email at:**
**torontohistorywalks@gmail.com**
Buried bridges, old Lake Iroquois, Humewood Reach, Springmount Reach, Taddle Creek, stories from Toronto's pre-history. Travel back in time to a far different, and natural Toronto. And then move forward to the fascinating enclave of Little Portugal and the history of the area prior to 1974! The history of this beloved community is a story of heroism and heartache. This tour is an updated route of the separate Garrison Creek tour that was retired last year.
Walk along a now hidden waterway and explore ravines in the heart of the city. Travel north on an adventure. Explore historic streets with a very different perspective, of what is beneath. An entire area of the city is buried, and I bet you don't know where. Put it this way in the heart of the city you can find homes that have been buried for over 100 years!
Follow the city streets we walk on every single day and understand the geologic processes that have shaped Toronto. The rest as they say is history.
This walking tour begins at the southeast **corner** of **Stanley Park** at King Street West and Walnut Street, north side, west of Niagara Street. It ends at Christie Subway Station on Bloor Street West.
This walking tour is for all walking levels. Please dress for the season, and hope to see you there.
This tour has a ticket price of $15.00 per person.
\*\* **Please note: Please e-transfer the ticket amount when booking your space for this tour! You can e-transfer to the following email at:**
**torontohistorywalks@gmail.com**
Badminton Friday Oakville 6$ for 2 hrs
send your 6$ to academynewstar@gmail.com
left side school.free parking.gym door also close to parking
no beginners
Build & Belong Night - May 8
**PLEASE NOTE YOUR SPOT IS NOT OFFICIALLY CONFIRMED UNTIL TICKETS ARE PURCHASED IN THE LINK BELOW.**
Link to get tickets: [https://www.zeffy.com/en-CA/ticketing/build-and-belong-night-may--8](https://www.zeffy.com/en-CA/ticketing/build-and-belong-night-may--8)
Build & Belong Night is a structured community gathering that brings people together through meaningful action and guided connection.
**At this event, you’ll:**
* Collaborate with others to prepare sandwiches for donation
* Take part in facilitated small-group conversations
* Spend time in a calm, respectful, and structured environment
🧠 **Why volunteering helps social connection**
Working on something meaningful together makes conversations more natural. Social interaction flows around shared values and purpose, not forced small talk.
🧭 **How the hangout works**
Activities happen alongside the sandwich-making, so conversations feel natural and relaxed. Facilitation helps ensure the space stays respectful, inclusive, and comfortable for everyone.
👥 **Participant limits**
Group sizes are intentionally limited to keep the experience meaningful. Spots are first come, first served, and waitlists may be used.
🧠 **Who this is for**
* People who want meaningful connections but don’t enjoy bars or traditional dating apps
* Those interested in volunteering or supporting the community
* Anyone curious about meeting thoughtful, values-driven people
You do **not** need volunteering experience or to be outgoing.
💛 **About contributions**
All contributions go toward materials and logistics for the kits and activities. This is a volunteer-led, community-focused hangout — no one is profiting.
If this sounds like something you’d enjoy or you’re just curious, comment or DM me, and I’ll answer any questions! [Also, here's an FAQ for more information](https://docs.google.com/document/d/e/2PACX-1vRwu_ALM_is0PmAQ52smptY5Uc3NhAT6sbqEKNAoZyNJ6uKeeYxKYwYjlgCjZ0f__KXJ46rIPPwbBxv/pub).
Follow us on IG [https://www.instagram.com/studentimpactalliance/](https://www.instagram.com/studentimpactalliance/)
【女性限定】Girls’ Night🇨🇦🇯🇵Language Exchange【言語交換】🦄🌱
Small Group | Women-Only Event
※日本語の案内は下にあります
【Fee】 $10 (Only $5 if you bring snacks for share)
【Payment】:Cash or E-Transfer only
⚠️ Credit/debit cards are not accepted.
• We’ll provide a cup of green tea. If you have a favorite drink, feel free to bring it with you!
(Cups, plates, wet wipes and snacks will also be available.)
Meeting Point: The central stage on the first floor of the library
(If you are late, please come to Study Room 1 and 2 on the first floor or Study-room on the second floor).
• A relaxed tea-time hangout with casual chatting in both English and Japanese, plus card games 🌸🍵
(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.
少人数|女性限定
The English guide is below
【参加費】 $10
(シェアできるお菓子を持参で半額の$5)
【支払い】:現金 or E-Transfer のみ
⚠️ カードの取り扱いはありません
・緑茶1杯ご用意します。好きなドリンクがある方はお持ち込み大歓迎です。
(他:コップ、お皿、手拭き、スナックあります)
【集合場所】 図書館の一階中央ステージ
(遅刻した場合はStudy Room 1 or 2または2階のStudy roomに来てください)
・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。
TOPHATs Contact Photography Festival and Waterworks Food Hall
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
Beginner's Swimming Workshop
Dive into the world of swimming with our exciting meetup group! Join us for a beginner-friendly workshop as we cover essential skills and techniques to feel confident swimming. Our experienced instructors will provide tips on breathing, sighting, and navigation to help you conquer any body of water. Whether you're new to swimming or looking to brush up on your skills, this workshop is the perfect opportunity to enhance your abilities in a supportive and encouraging environment. Don't miss out on this chance to explore the excitement of swimming with our welcoming community of swimmers.
Admission includes a 1 hour swimming lesson, group or individual, depending on your comfort level and ability. All lessons will begin at the start of each hour (i.e. 6 pm, 7 pm). You are encouraged to arrive 10-15 minutes early to get acquainted, as well as change & set up.
This is a BYOE workshop (Bring Your Own Equipment), so bathing suits, bathing caps, goggles, and ear/nose plugs are your responsibility. All other equipment, such as floatation devices, are available on site.
I will be on site to guide you through the process and answer any questions you might have, as well as collect admission fees. You are welcome to hang back after your lesson to observe (a large viewing gallery above the pool is available, however please be respectful of participants & instructors that are in session). This is a public pool facility, so please follow all safety protocols (i.e. no running on deck)
With that in mind, I look forward to seeing you all out there and ready to have a blast in the pool.
Meet New People in Toronto | Burger Bond
**Meet new people over great food in a relaxed, social setting.**
This is a small-group social dining experience for people who enjoy good food, good conversation, and expanding their circle in a natural way. Everyone attending is there to meet others — no pressure, no awkward networking.
**What to expect**
* A small group (usually 4–8 people)
* A friendly, low-pressure atmosphere
* Easy, natural conversation
**How it works**
We coordinate the group and reserve the table once attendees confirm. The venue and details are shared with the group beforehand.
Just show up, order what you like, and enjoy the experience. Each guest covers their own food and drinks.
To keep groups balanced and confirmed, seat confirmations happen through #dine:
https://www.hashtagdine.com/
Civil Engineering Events This Week
Discover what is happening in the next few days
Mob Programming at Mofer Coffee
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.
📣5/10‼️FOR ENGLISH SPEAKERS : TORONTO Japanese English Language Exchange
#### **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!
🎨🏙️ 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**](http://mathewmaclean@hotmail.com%2A%2A/)
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](mailto:torontomoviesandoutings@hotmail.com)
Come for the art. Stay for the conversation.
Leave feeling inspired by what people are creating right now. 🎨✨11
Spanglish - the Original
New Rules:
Starting now, we are asking that each person contribute $2 towards maintaining this page. Without our space here on MeetUp, there is no group. So we ask that you bring a tooney when you come to keep us operational. Thank you very much!
Thank you to everyone who has ordered something to eat or drink. It's very important that we each make a purchase, even just a tea or coffee, to maintain our welcome. Mil veces, gracias!
Dupont Morning Code
[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/
Avengers’ Saturday Cafe for the Homeless
Note: You may be removed from the attendance list if you've participated in the previous week's event. This allows for more people to experience this Meetup.
Avengers put your costumes on and let’s go and save the world!
Well we can’t save the world (yet), but we aim to try to play a small part in the lives of those experiencing homelessness by making their day a bit better!
Description: Before the event the organizer will post a list in the comment section of the attendees and what they are responsible to bring (food/drink, kitchen supplies, cleaning supplies). We normally ask each attending member to bring approximately $15-20 worth of ingredients/supplies to our event. We will use the items to prepare and serve food/drink at The Meeting Place.
Timeline: We will meet on location at 11:00 am, with lunch served between 12:30-1:00 pm.
Membership Dues: Membership dues are $2.00 for the calendar year. Membership dues go towards paying for food/supplies incurred by no-shows. Membership dues are due at the first meetup of the year that you attend.
No Shows/Late Un-RSVP: We’re relying on members who RSVP to bring key ingredients for recipes! Please try your best to show-up or alternatively change your RSVP early so another member may fill the empty spot.
\*\*\* If you are on the waitlist, keep checking as you may be moved into attendance to replace someone. We will try to message you to confirm your attendance in advance.
Donations will be assigned before the event.
North Rosedale: Moore Park and the Brickworks!
\*\***The Toronto History Walks Yearly Pass is available. Get it now for $125.00 for 1 year of unlimited tours, email**
**torontohistorywalks@gmail.com**
**for more information or for signing up!\*\***
\*\* **Please note: Please e-transfer the ticket price when booking your space for this tour! You can e-transfer to the following email at:**
**torontohistorywalks@gmail.com**
Toronto's lungs are its ravines, its green oasis, breathing life into the City itself. A city emerging from forest.
Fanning outward like the veins in a leaf, Toronto's ravines bring a touch of the country to every city neighbourhood. They provide a tranquil sanctuary and respite from the noise and bustle, and a safe home for birds, and other animals.
The Moore Park or Belt Line Ravine stretches from the Don Valley Parkway east of Rosedale to the edge of Mount Pleasant Cemetery. It has faced destruction several times in its long history. But cooler heads have prevailed. It served as an early commuter railway route between Toronto and its suburbs. But during the 1940s plans were underway to utilize the ravine for a major traffic artery which was never built. For that we are truly thankful. A garden awaits us.
Take a walk on the real wild side and let's follow and explore the old Moore Park Ravine and North Rosedale.
This walking tour is for all walking levels and fitness skills, but there are several hills on this walk. Please dress for the season and bring water. Hope to see you there.
This walking tour begins outside the Castle Frank Subway Station on the Bloor Danforth Line. We end this walk at the corner of Moore Park and Mount Pleasant Road, adjacent to transit.
This tour has a ticket price of $15.00 per person!
\*\* **Please note: Please e-transfer the ticket price when booking your space for this tour! You can e-transfer to the following email at:**
**torontohistorywalks@gmail.com**
Civil Engineering Events Near You
Connect with your local Civil Engineering community
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability.
You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space.
No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving.
If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share.
Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus.
Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/)
Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)
gINKgo Launch Party
It's official, submissions for "Resistance, Resilience, Utopia" are are on their way from being independent pieces to becoming the second volume of gINKgo. This year we are going to have a launch party at Birdie Books on May 15th from 6-8pm open to the whole community! Come on over and help us support the creators with food, drinks, art, writing, open mic, music, community activities and more.
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.
Westerville Queer Coffee Meetup
WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.
Building Momentum: From Ambiguity to Execution
**Building a great product is one thing—building momentum behind it is another.**
Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations.
In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch.
You’ll walk away with insights on how to:
* Build and sustain momentum across teams
* Adapt to changing priorities without losing direction
* Scale products thoughtfully in complex environments
Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward.
Come connect, learn, and swap stories with fellow product professionals.
\-\-\-
Food and drinks will be provided by Switchbox, our generous host.
Free parking will be available at the front and back sides of the Switchbox Office.
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





















