Software QA and Testing

*Hallooooo Makers!!!! 👋🏻* *New hike incoming! 🚶🏻* *🗓️ Κυριακή 10 Μαΐου και ώρα 17:30 ξεκινάμε από το Δάσος Χαϊδαρίου!* *Και εκεί θα ξαναγυρίσουμε κιόλας. 😁* *Δες φώτο πιο κάτω...* **[Συμμετοχή μπορείτε να δηλώσετε πατώντας εδώ!](https://luma.com/i0sdpuwo)** *Αναλυτικότερα:* *⛰️ Πρόκειται για μια ήπια πεζοπορική δραστηριότητα στο Ποικίλο Όρος, διάρκειας περίπου 3 ωρών και συνολικής απόστασης 11,5 χιλιομέτρων.* *🕜 Η ακριβής διάρκεια θα εξαρτηθεί από τον ρυθμό της ομάδας και τις στάσεις που θα γίνουν.* *🌄 Μετά τη δεύτερη ώρα πορείας, έχοντας απολαύσει το ηλιοβασίλεμα και τη θέα που αποζημιώνει, ξεκινάμε την ευχάριστη πορεία καθόδου προς τον τερματισμό…* *🔁 Η διαδρομή είναι loop και πραγματοποιείται εξολοκλήρου σε βατούς αγροτικούς χωματόδρομους.* *⚠️ Να σημειωθεί πως, παρότι η δραστηριότητα θεωρείται ήπια και χωρίς ιδιαίτερα έντονες κλίσεις, σε καμία περίπτωση δεν λογίζεται ως απλός περίπατος ή βολτίτσα.* *↗️ Μέσα σε αυτά τα 11,5 χιλιόμετρα υπάρχει και ένα κομμάτι περίπου 45 λεπτών με πιο αυξημένη ανηφορική κλίση.* *Απαραίτητα μαζί σας:* *\- Τουλάχιστον 750ml νερό* *\- Φακός ή έστω φορτισμένο κινητό* *\- Αθλητικά παπούτσια \(έστω και απλά\)* *\- Καπέλο\, αν σας ενοχλεί ο ήλιος στην αρχή* *Το event ενδέχεται να ακυρωθεί σε περίπτωση δυσμενών καιρικών συνθηκών.* **Το ακριβές σημείο συνάντησης και εκκίνησης βρίσκεται στη φόρμα συμμετοχής και θα σας σταλεί αυτόματα και με email!** **[Συμμετοχή μπορείτε να δηλώσετε πατώντας εδώ!](https://luma.com/i0sdpuwo)**

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **Join the Athens Brunch Club and make new friends!** Each meetup brings together 4–6 people for casual conversations over brunch. We use the Groupvibe platform to facilitate the meetup and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com/](https://groupvibe.com/) We’ll share the exact location of the upcoming meetup the night before only if you have bought a ticket or membership plan. **Why this works:** \* Smaller groups make real conversations easier. \* Discover new brunch spots in your city, together. \* Curated brunch venues with good food and vibe. \* If you hit it off with your brunch group, there’s plenty of time to hang out afterwards. **Note:** RSVPs on Meetup don’t reflect total attendance. Many attendees register directly via our website. The event on Meetup.com is only a placeholder. This meetup is organized by Groupvibe, a small team passionate about helping people form meaningful friendships offline.

Τα τακούνια ξαναχτυπούν πλακόστρωτο και η The Devil Wears Prada 2 έρχεται να μας βάλει ξανά στον λαμπερό, χαοτικό κόσμο της μόδας, εκεί όπου τα βλέμματα είναι πιο κοφτερά κι από editorial review και η Meryl Streep συνεχίζει να σε παγώνει μόνο με μία ατάκα. Αυτή τη φορά η Andy επιστρέφει πιο ώριμη, πιο sharp και πολύ λιγότερο διατεθειμένη να λέει “yes, Miranda”. Μέσα σε glossy ίντριγκες, fashion shows, old rivalries και το χάος του σύγχρονου media κόσμου, η ταινία παίζει ανάμεσα στη νοσταλγία των 00s και στη σημερινή υπερβολή της εικόνας, των trends και της δύναμης. Και honestly… τι καλύτερο από το να το ζήσεις αυτό σε θερινό; 🌙 Η ζέστη αρχίζει να γίνεται γλυκιά, η Αθήνα μυρίζει καλοκαίρι, τα ποτά παγώνουν, και εμείς θα βρεθούμε κάτω από τα δέντρα της Aegli Zappiou Cinema για ένα από εκείνα τα βράδια που μοιάζουν λίγο με ταινία από μόνα τους. 🍷 Μετά την προβολή, συνεχίζουμε με ποτό και κουβέντα. **Κυριακή \| 20:45** Μπορείτε να κλείσετε τα εισιτήρια σας εδώ : https://www.more.com/gr-el/tickets/cinema/aigli-cinema/ Έλα στην παρέα — οι καλύτερες ταινίες βλέπονται μαζί. ‼️**Παρακαλούμε θερμά:** Αν δηλώσεις συμμετοχή και τελικά δεν μπορείς να έρθεις, **φρόντισε να ακυρώσεις εγκαίρως** — μας βοηθά πολύ στον καλύτερο συντονισμό και την οργάνωση της βραδιάς. Συνήθως έρχομαι αργοπορημένη στα events που διοργανώνω!!! οπότε μπείτε , καθίστε και θα συναντηθούμε στο τέλος της προβολής στο ταμείο του κινηματογράφου!!

Tennis time! 🎾 I managed to book 2 hours, **9.00 - 11.00**! You are free to only play for 1 or 2 hours. Just let me know which hours you prefer. We will play **singles**, and play on rotation (e.g. we play 2 games, then rotate), if we're more than 2 players on the court at any given time. 💪 Some **physical endurance** is **expected and required**. ❗️ Some **technical skill** is **expected and required** \- this is **not** a newbie-friendly event! You don't have to be very good, just not beginner. 🧐 Check this rating system to self-rate your tennis skill: https://assets.tenniscanada.com/production/PDFs/Self-Rating-Guide-English.pdf (mine is: GROUNDSTROKES: 4.5, RETURN OF SERVE: 4.5, NET PLAY: 4.5, SERVE: 2.5 😅 ) ℹ️ I have a spare racket that I can lend, and 5 tennis balls for us to play with. 🚀🎾👀 Any balls launched into orbit are charged with **2€ each**. So, please, don't do it. 🚇 **Location**: The tennis court is located in **Peristeri,** very close to the **Agios Antonios metro station, red line** (10 min by foot). Exact location will be provided for those that are actually going to come, the previous night. ℹ️ Personally, I might be going there **by car**, so I can carpool other attendees, from the Agios Antonios metro station. 💸 **Cost: 5€/hour, per court**. 🕐 Event time! We'll gather outside the entrance of the tennis club **15 minutes prior** to our booked time (e.g. 09.00). To any members that is going to get carpooled: For obvious reasons, please do not be late! 🌧 This event may get cancelled if the **weather is rainy** *(before or during our booked hours - we cannot play in a wet tennis court).* ⚡️ Feel free to follow the group [on Facebook](https://www.facebook.com/groups/athenssportsfunactivities/)! ⚡️

**Get ready to hop from bar to bar, sip on unlimited drinks, and dance the night away at the Athens Party Pub Crawl - it's gonna be legendary!** ## Highlights * Feel the rush of excitement of **meeting new people** and dancing the night away * Opt to include an **open bar for 1 hour**, including beer and wine or long drinks * Be led by **experienced and fun local hosts** and explore Athen's nightlife * **Dance, drink, and mingle** with fellow party enthusiasts from around the globe * Breeze past long lines at the nightclub and relax knowing **entry is covered** ## Full description Experience the ultimate night in Athens with 1 FULL HOUR of Unlimited Drinks (8€ - 35€+ Value!)\*, free shots, and Free Nightclub Access (10€ Value!) while meeting nightlife lovers from around the world! Get ready to celebrate like never before with the Best Pub Crawl in Athens! Embark on an epic pub crawl through Athens' hottest nightlife spots. Dance, drink, and mingle with fellow nightlife enthusiasts from around the globe. Enjoy an hour of unlimited drinks and free shots at each\* venue, while our energetic party hosts lead you through the night. Skip the lines and get access to the city's best clubs. Book now and make your night in Athens unforgettable! **\* We offer three ticket options:** 1\. The **Sober Owl Ticket**: Does not include an open bar \| Includes: A Free Shot at each Venue \- Drink Discounts \- Free Entrance & Skip the Line to Club 2\. The **Tipsy Owl Ticket**: Includes 1 hour of unlimited beer or wine\. \| Also includes: Free Shot at 1st & Last Venue \- Drink Discounts \- Free Entrance & Skip the Line to Club 3\. The **Drunken Owl Ticket**: Includes 1 hour of unlimited long drinks \(Gin/Vodka/Rum/Tequila\)\, beer\, and wine\. \| Also includes: Free Shot at 1st & Last Venue \- Drink Discounts \- Free Entrance & Skip the Line to Club ## Includes * Local Experienced event host(s) * Bar crawl: Visit 2 Bars & 1 Nightclub * 1 hour of unlimited drinks (depending on ticket option chosen) * 2-3 Free Shots (depending on ticket option chosen) * Discounts in Cocktails (1st Venue) * Skip-the-line & Free entry to Nightclub ## What to bring * Your Best Mood 🤩 * Comfortable shoes for dancing 🕺💃 * Camera * Charged Smartphone ## Not allowed * Intoxication ## Know before you go * This is an Adults only event. 18+ years old ## Booking Terms & Conditions - Code of Conduct By participating in any event (including pub crawls) organised and hosted by Athens Party Pub Crawl, you the participant & every person your booking is consisted of, agree to the following terms and conditions without restriction: [https://athenspartypubcrawl.com/terms-and-conditions-code-of-conduct](https://athenspartypubcrawl.com/terms-and-conditions-code-of-conduct "https://athenspartypubcrawl.com/terms-and-conditions-code-of-conduct")

Book your place at www.basketble.com Time: 17.00-18.30 (Athens Time) Duration: 1.5 hours Price: 10 Euros (payment at the basketball court) Facilities: Underground parking Game Setup (depending on the number of players) 3 teams of 5 players playing against each other Winner stays on but maximum 2 games 7 minute games You can play in the same team with your friends or we will place you in a team Come Out and Play!

*Hallooooo Makers!!!! 👋🏻* *New hike incoming! 🚶🏻* *🗓️ Κυριακή 10 Μαΐου και ώρα 17:30 ξεκινάμε από το Δάσος Χαϊδαρίου!* *Και εκεί θα ξαναγυρίσουμε κιόλας. 😁* *Δες φώτο πιο κάτω...* **[Συμμετοχή μπορείτε να δηλώσετε πατώντας εδώ!](https://luma.com/i0sdpuwo)** *Αναλυτικότερα:* *⛰️ Πρόκειται για μια ήπια πεζοπορική δραστηριότητα στο Ποικίλο Όρος, διάρκειας περίπου 3 ωρών και συνολικής απόστασης 11,5 χιλιομέτρων.* *🕜 Η ακριβής διάρκεια θα εξαρτηθεί από τον ρυθμό της ομάδας και τις στάσεις που θα γίνουν.* *🌄 Μετά τη δεύτερη ώρα πορείας, έχοντας απολαύσει το ηλιοβασίλεμα και τη θέα που αποζημιώνει, ξεκινάμε την ευχάριστη πορεία καθόδου προς τον τερματισμό…* *🔁 Η διαδρομή είναι loop και πραγματοποιείται εξολοκλήρου σε βατούς αγροτικούς χωματόδρομους.* *⚠️ Να σημειωθεί πως, παρότι η δραστηριότητα θεωρείται ήπια και χωρίς ιδιαίτερα έντονες κλίσεις, σε καμία περίπτωση δεν λογίζεται ως απλός περίπατος ή βολτίτσα.* *↗️ Μέσα σε αυτά τα 11,5 χιλιόμετρα υπάρχει και ένα κομμάτι περίπου 45 λεπτών με πιο αυξημένη ανηφορική κλίση.* *Απαραίτητα μαζί σας:* *\- Τουλάχιστον 750ml νερό* *\- Φακός ή έστω φορτισμένο κινητό* *\- Αθλητικά παπούτσια \(έστω και απλά\)* *\- Καπέλο\, αν σας ενοχλεί ο ήλιος στην αρχή* *Το event ενδέχεται να ακυρωθεί σε περίπτωση δυσμενών καιρικών συνθηκών.* **Το ακριβές σημείο συνάντησης και εκκίνησης βρίσκεται στη φόρμα συμμετοχής και θα σας σταλεί αυτόματα και με email!** **[Συμμετοχή μπορείτε να δηλώσετε πατώντας εδώ!](https://luma.com/i0sdpuwo)**

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **Join the Athens Brunch Club and make new friends!** Each meetup brings together 4–6 people for casual conversations over brunch. We use the Groupvibe platform to facilitate the meetup and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com/](https://groupvibe.com/) We’ll share the exact location of the upcoming meetup the night before only if you have bought a ticket or membership plan. **Why this works:** \* Smaller groups make real conversations easier. \* Discover new brunch spots in your city, together. \* Curated brunch venues with good food and vibe. \* If you hit it off with your brunch group, there’s plenty of time to hang out afterwards. **Note:** RSVPs on Meetup don’t reflect total attendance. Many attendees register directly via our website. The event on Meetup.com is only a placeholder. This meetup is organized by Groupvibe, a small team passionate about helping people form meaningful friendships offline.

Τα τακούνια ξαναχτυπούν πλακόστρωτο και η The Devil Wears Prada 2 έρχεται να μας βάλει ξανά στον λαμπερό, χαοτικό κόσμο της μόδας, εκεί όπου τα βλέμματα είναι πιο κοφτερά κι από editorial review και η Meryl Streep συνεχίζει να σε παγώνει μόνο με μία ατάκα. Αυτή τη φορά η Andy επιστρέφει πιο ώριμη, πιο sharp και πολύ λιγότερο διατεθειμένη να λέει “yes, Miranda”. Μέσα σε glossy ίντριγκες, fashion shows, old rivalries και το χάος του σύγχρονου media κόσμου, η ταινία παίζει ανάμεσα στη νοσταλγία των 00s και στη σημερινή υπερβολή της εικόνας, των trends και της δύναμης. Και honestly… τι καλύτερο από το να το ζήσεις αυτό σε θερινό; 🌙 Η ζέστη αρχίζει να γίνεται γλυκιά, η Αθήνα μυρίζει καλοκαίρι, τα ποτά παγώνουν, και εμείς θα βρεθούμε κάτω από τα δέντρα της Aegli Zappiou Cinema για ένα από εκείνα τα βράδια που μοιάζουν λίγο με ταινία από μόνα τους. 🍷 Μετά την προβολή, συνεχίζουμε με ποτό και κουβέντα. **Κυριακή \| 20:45** Μπορείτε να κλείσετε τα εισιτήρια σας εδώ : https://www.more.com/gr-el/tickets/cinema/aigli-cinema/ Έλα στην παρέα — οι καλύτερες ταινίες βλέπονται μαζί. ‼️**Παρακαλούμε θερμά:** Αν δηλώσεις συμμετοχή και τελικά δεν μπορείς να έρθεις, **φρόντισε να ακυρώσεις εγκαίρως** — μας βοηθά πολύ στον καλύτερο συντονισμό και την οργάνωση της βραδιάς. Συνήθως έρχομαι αργοπορημένη στα events που διοργανώνω!!! οπότε μπείτε , καθίστε και θα συναντηθούμε στο τέλος της προβολής στο ταμείο του κινηματογράφου!!

Tennis time! 🎾 I managed to book 2 hours, **9.00 - 11.00**! You are free to only play for 1 or 2 hours. Just let me know which hours you prefer. We will play **singles**, and play on rotation (e.g. we play 2 games, then rotate), if we're more than 2 players on the court at any given time. 💪 Some **physical endurance** is **expected and required**. ❗️ Some **technical skill** is **expected and required** \- this is **not** a newbie-friendly event! You don't have to be very good, just not beginner. 🧐 Check this rating system to self-rate your tennis skill: https://assets.tenniscanada.com/production/PDFs/Self-Rating-Guide-English.pdf (mine is: GROUNDSTROKES: 4.5, RETURN OF SERVE: 4.5, NET PLAY: 4.5, SERVE: 2.5 😅 ) ℹ️ I have a spare racket that I can lend, and 5 tennis balls for us to play with. 🚀🎾👀 Any balls launched into orbit are charged with **2€ each**. So, please, don't do it. 🚇 **Location**: The tennis court is located in **Peristeri,** very close to the **Agios Antonios metro station, red line** (10 min by foot). Exact location will be provided for those that are actually going to come, the previous night. ℹ️ Personally, I might be going there **by car**, so I can carpool other attendees, from the Agios Antonios metro station. 💸 **Cost: 5€/hour, per court**. 🕐 Event time! We'll gather outside the entrance of the tennis club **15 minutes prior** to our booked time (e.g. 09.00). To any members that is going to get carpooled: For obvious reasons, please do not be late! 🌧 This event may get cancelled if the **weather is rainy** *(before or during our booked hours - we cannot play in a wet tennis court).* ⚡️ Feel free to follow the group [on Facebook](https://www.facebook.com/groups/athenssportsfunactivities/)! ⚡️

**Get ready to hop from bar to bar, sip on unlimited drinks, and dance the night away at the Athens Party Pub Crawl - it's gonna be legendary!** ## Highlights * Feel the rush of excitement of **meeting new people** and dancing the night away * Opt to include an **open bar for 1 hour**, including beer and wine or long drinks * Be led by **experienced and fun local hosts** and explore Athen's nightlife * **Dance, drink, and mingle** with fellow party enthusiasts from around the globe * Breeze past long lines at the nightclub and relax knowing **entry is covered** ## Full description Experience the ultimate night in Athens with 1 FULL HOUR of Unlimited Drinks (8€ - 35€+ Value!)\*, free shots, and Free Nightclub Access (10€ Value!) while meeting nightlife lovers from around the world! Get ready to celebrate like never before with the Best Pub Crawl in Athens! Embark on an epic pub crawl through Athens' hottest nightlife spots. Dance, drink, and mingle with fellow nightlife enthusiasts from around the globe. Enjoy an hour of unlimited drinks and free shots at each\* venue, while our energetic party hosts lead you through the night. Skip the lines and get access to the city's best clubs. Book now and make your night in Athens unforgettable! **\* We offer three ticket options:** 1\. The **Sober Owl Ticket**: Does not include an open bar \| Includes: A Free Shot at each Venue \- Drink Discounts \- Free Entrance & Skip the Line to Club 2\. The **Tipsy Owl Ticket**: Includes 1 hour of unlimited beer or wine\. \| Also includes: Free Shot at 1st & Last Venue \- Drink Discounts \- Free Entrance & Skip the Line to Club 3\. The **Drunken Owl Ticket**: Includes 1 hour of unlimited long drinks \(Gin/Vodka/Rum/Tequila\)\, beer\, and wine\. \| Also includes: Free Shot at 1st & Last Venue \- Drink Discounts \- Free Entrance & Skip the Line to Club ## Includes * Local Experienced event host(s) * Bar crawl: Visit 2 Bars & 1 Nightclub * 1 hour of unlimited drinks (depending on ticket option chosen) * 2-3 Free Shots (depending on ticket option chosen) * Discounts in Cocktails (1st Venue) * Skip-the-line & Free entry to Nightclub ## What to bring * Your Best Mood 🤩 * Comfortable shoes for dancing 🕺💃 * Camera * Charged Smartphone ## Not allowed * Intoxication ## Know before you go * This is an Adults only event. 18+ years old ## Booking Terms & Conditions - Code of Conduct By participating in any event (including pub crawls) organised and hosted by Athens Party Pub Crawl, you the participant & every person your booking is consisted of, agree to the following terms and conditions without restriction: [https://athenspartypubcrawl.com/terms-and-conditions-code-of-conduct](https://athenspartypubcrawl.com/terms-and-conditions-code-of-conduct "https://athenspartypubcrawl.com/terms-and-conditions-code-of-conduct")

Book your place at www.basketble.com Time: 17.00-18.30 (Athens Time) Duration: 1.5 hours Price: 10 Euros (payment at the basketball court) Facilities: Underground parking Game Setup (depending on the number of players) 3 teams of 5 players playing against each other Winner stays on but maximum 2 games 7 minute games You can play in the same team with your friends or we will place you in a team Come Out and Play!

**\*\*\* We've Moved! Bold Penguin - 6555 Longshore St, Dublin, OH 43017 \*\*\*** Talk by Todd Nussbaum LGTM is not a Strategy Pull requests are where quality is won or lost, and too many teams still treat reviews with a rushed "LGTM". In this talk, you'll learn a practical, repeatable approach to high-quality PR reviews that balances speed with risk management - covering how to triage changes quickly, review in layers, and write comments that lead to better outcomes without friction. We'll also show how QA and developers bring complementary lenses to the same review, turning acceptance criteria, scenarios, and observability into shared responsibility instead of production surprises. You'll leave with a lightweight framework and concrete habits for authors and reviewers that make reviews faster, kinder, and more effective. **AGENDA:** * See updates to parking below * Doors open at 5:30, feel free to come and hang out before! * Official start of the meeting is at 6:30pm * After the meeting is done, we will go hang out at a nearby space in Bridge Park! If you can, please sign up via meetup by noon the day of the meeting so we can have an estimate headcount for food :) We always order extra, so feel free to join us even if you don't get signed up! Thank you to Bold Penguin for providing the food and location! **Parking & Arrival:** **Parking:** Parking in Bridge Park is free. The closest lots are the Mooney Garage and the Hotel/Endres Garage. **Entry:** The doors to the office are to the right of PINS. The street level door and elevators lock at 6pm. If you arrive after that, someone should be there to let you in, else call the number posted. Take the elevator to the 2nd floor. Once you exit the elevator, turn right. \*\*\* We are a bunch of professionals, students, and geeks who are excited about Ruby programming language ([http://ruby-lang.org/](http://ruby-lang.org/)) and Rails framework ([http://rubyonrails.com/](http://rubyonrails.com/)) and the joy they have brought back to web development. Our main goal is to share the love of the Ruby and Rails ecosystems with anyone that is interested. We cater to everyone, whether a non-programmer through advanced Rubyists. * We give lectures on programming topics * We freely provide decades worth of experience * For full details of this month's meeting please visit [http://columbusrb.com](http://columbusrb.com)

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

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!

The emotional pain from past bad experiences easily lingers in the present, making it hard to enjoy life and create your future. Even when you think you've moved on, the negative emotions can be triggered, sending you back into the pain of that experience. And we are talking about pain; emotions such as grief, depression, anxiety, fear (or terror), boiling anger, simmering resentment, feelings of shame, blaming and regret can leave you incapacitated to a greater or lesser degree. In this local event we will be discussing the reasons why these past bad experiences have the power to affect you long after they occurred. We'll go over why the emotional pain can be so strong. We'll also discuss some simple solutions to overcome your emotional pain and be free to fully enjoy your life again. Examples of painful experiences include: * A broken relationship or divorce. * Death or loss of a loved one. * Death of a pet. * A sudden shock or bad news. * A betrayal. * Being part of an abusive relationship. * A bad injustice. * Loss of a job, position or business. * A grave illness or injury. The negative emotions from these experiences don't just go away on their own. But the good news is there is a way to clear them out of your way. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is sponsored the Dianetics & Scientology Self-Improvement Center.

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

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.