Performance Engineering

💌 **Online Speed Dating for Geelong Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=build-genuine-bonds-on-outdoor-adventures&ar=18-32&face_v=1.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=build-genuine-bonds-on-outdoor-adventures&ar=30-46&face_v=1.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=build-genuine-bonds-on-outdoor-adventures&ar=40-58&face_v=1.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=build-genuine-bonds-on-outdoor-adventures&ar=55+&face_v=1.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet Geelong singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

**Online Speed Dating for Mature Geelong Singles** Live on Zoom. Real conversations. Local people who value genuine connection and traditional dating. **Pick your age group to register:** - Ages 18-32: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=society-of-lively-retirees-socializing-together&ar=18-32&face_v=2.0) - Ages 30-46: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=society-of-lively-retirees-socializing-together&ar=30-46&face_v=2.0) - Ages 40-58: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=society-of-lively-retirees-socializing-together&ar=40-58&face_v=2.0) - Ages 55+: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=society-of-lively-retirees-socializing-together&ar=55+&face_v=2.0) RSVP alone does not hold your spot. Register through the link above and complete the quick personality quiz. For mature singles who appreciate meaningful connections and are serious about finding the right person. Host-guided. All ages welcome. Mutual matches shared after the event.

**Online Speed Dating for Mature North Melbourne Singles** Live on Zoom. Real conversations. Local people who value genuine connection and traditional dating. **Pick your age group to register:** - Ages 18-32: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=North%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=18-32&face_v=2.0) - Ages 30-46: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=North%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=30-46&face_v=2.0) - Ages 40-58: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=North%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=40-58&face_v=2.0) - Ages 55+: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=North%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=55+&face_v=2.0) RSVP alone does not hold your spot. Register through the link above and complete the quick personality quiz. For mature singles who appreciate meaningful connections and are serious about finding the right person. Host-guided. All ages welcome. Mutual matches shared after the event.

💌 **Online Speed Dating for Geelong Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=connect-through-meaningful-dinners-and-trips&ar=18-32&face_v=2.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=connect-through-meaningful-dinners-and-trips&ar=30-46&face_v=2.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=connect-through-meaningful-dinners-and-trips&ar=40-58&face_v=2.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Geelong&groupurlname=connect-through-meaningful-dinners-and-trips&ar=55+&face_v=2.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet Geelong singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

**Online Speed Dating for Mature Melbourne Singles** Live on Zoom. Real conversations. Local people who value genuine connection and traditional dating. **Pick your age group to register:** - Ages 18-32: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=18-32&face_v=2.0) - Ages 30-46: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=30-46&face_v=2.0) - Ages 40-58: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=40-58&face_v=2.0) - Ages 55+: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=55+&face_v=2.0) RSVP alone does not hold your spot. Register through the link above and complete the quick personality quiz. For mature singles who appreciate meaningful connections and are serious about finding the right person. Host-guided. All ages welcome. Mutual matches shared after the event.

**Online Speed Dating for Mature East Melbourne Singles** Live on Zoom. Real conversations. Local people who value genuine connection and traditional dating. **Pick your age group to register:** - Ages 18-32: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=18-32&face_v=2.0) - Ages 30-46: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=30-46&face_v=2.0) - Ages 40-58: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=40-58&face_v=2.0) - Ages 55+: [Click to Register](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=East%20Melbourne&groupurlname=society-of-lively-retirees-socializing-together&ar=55+&face_v=2.0) RSVP alone does not hold your spot. Register through the link above and complete the quick personality quiz. For mature singles who appreciate meaningful connections and are serious about finding the right person. Host-guided. All ages welcome. Mutual matches shared after the event.

💌 **Online Speed Dating for Melbourne Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=connect-through-meaningful-dinners-and-trips&ar=18-32&face_v=2.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=connect-through-meaningful-dinners-and-trips&ar=30-46&face_v=2.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=connect-through-meaningful-dinners-and-trips&ar=40-58&face_v=2.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=connect-through-meaningful-dinners-and-trips&ar=55+&face_v=2.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet Melbourne singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

Hi all. here is an opportunity for you to practice your 1 on 1 conversational skills. You may want to practice eye contact, humour, overcome anxiety, listening, talking or simply want more social practice and exposure to grow your skill / confidence. This is a great event if you wish to pre practice or prepare for dates. This is a 2 people sit down event at Hawke and Adderley Park. RSVP to this event page and I will inbox you to confirm the time and place! Sam

💌 **Online Speed Dating for Melbourne Singles — Real Connections, Long-Term Thinking** This is for singles who are done with apps that go nowhere. Done with casual. Ready for a genuine conversation with someone who might actually matter. Live on Zoom. Personality matched. Built for people who want something that lasts. **Choose your age group to register:** - Ages 18-32: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=build-genuine-bonds-on-outdoor-adventures&ar=18-32&face_v=1.0) - Ages 30-46: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=build-genuine-bonds-on-outdoor-adventures&ar=30-46&face_v=1.0) - Ages 40-58: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=build-genuine-bonds-on-outdoor-adventures&ar=40-58&face_v=1.0) - Ages 55+: [Register Here](https://tempodating.com/product?productId=451.0&productType=onlineSpeedDating&city=Melbourne&groupurlname=build-genuine-bonds-on-outdoor-adventures&ar=55+&face_v=1.0) 🌿 RSVP here alone does not hold your place. Complete your registration through the link above and finish the short personality quiz. --- **How it works:** 1. Register via your age group link and complete the personality quiz. 2. Join Zoom at the event time — works on any device, no downloads needed. 3. Meet Melbourne singles in short one-on-one rounds matched by age and personality. 4. Mutual matches are shared after — take it forward at your own pace. 🤍 Spots are kept small to keep things personal. If you are serious about finding the right person, this is where it starts.

Modern life moves fast. Work, screens, notifications, constant thinking. It’s easy to feel stressed, tired, or disconnected. This Sunday, slow down with Kirtan - a powerful live music meditation experience. Come for: ✨ Singing, dancing, and uplifting energy ✨ A calm mind and open heart ✨ A real sense of belonging No singing skills needed! Just calmness & connection. 🗓️Sunday \| 6\-8pm 🍴Incl Dinner 📍South Melbourne

**🏳️‍🌈 Mature Gay Speed Dating – Melbourne Men, Personality Matched on Zoom** Fast, focused gay speed dating for mature Melbourne men who know what they want. Eight one-on-one rounds, done in under an hour. **⚠️ Important: RSVP ≠ registration.** Choose your age group below, sign up, and finish the personality quiz. Limited spots available. **Choose your age group to register:** - **Ages 18-32** → [Register Here](https://tempodating.com/product?productId=442.0&productType=onlineSpeedDatingGay&city=Melbourne&groupurlname=vibrant-gay-men-seeking-meaningful-connection&ar=18-32&face_v=2.0) - **Ages 30-46** → [Register Here](https://tempodating.com/product?productId=442.0&productType=onlineSpeedDatingGay&city=Melbourne&groupurlname=vibrant-gay-men-seeking-meaningful-connection&ar=30-46&face_v=2.0) - **Ages 40-58** → [Register Here](https://tempodating.com/product?productId=442.0&productType=onlineSpeedDatingGay&city=Melbourne&groupurlname=vibrant-gay-men-seeking-meaningful-connection&ar=40-58&face_v=2.0) - **Ages 55+** → [Register Here](https://tempodating.com/product?productId=442.0&productType=onlineSpeedDatingGay&city=Melbourne&groupurlname=vibrant-gay-men-seeking-meaningful-connection&ar=55+&face_v=2.0) --- **What to expect:** - 8 short one-on-one video rounds with Melbourne gay men matched to your age and personality - Finished in under an hour — perfect for busy schedules - A friendly host guides every round from start to finish - Mutual matches shared after the event so you can take things further ✅ Relationship-focused · Personality matched · Local to Melbourne · From home on Zoom --- Done in an hour. Matches shared after. Worth every minute. 💖

Sunday Evening Meditation 5.30 to 6.30pm Join us in our cosy centre in Carlton North. Whether you are new to meditation or an experienced practitioner you are welcome at these relaxed and informal sessions. Simple instructions are provided and you can sit in a chair or on a cushion. Masks optional but not mandated. Bring your own sealed drink bottle. $10 for workers or $5 for concession. Find out about our activities. Incense and other dharma books and items for sale 803 Nicholson Street, Carlton North. Website: https://melbourne.rigpa.org.au/

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

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! **AND TODAY IS OUR THIRTEENTH ANNIVERSARY!!!** So be ready for a celebration of everything that's made Improv Meetup wonderful: you, the amazing performers! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

**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.

The topic for May is "Ink" Speak Easy: true stories, told live. The idea is simple: an audience, an open microphone, and great stories. Hilarious, gripping, poignant- it's up to you. Audiences are invited to come to listen or come to tell as folks from all corners of Columbus offer their stories live on stage! Held at Wild Goose Creative's warm, intimate space, this night of tales occurs on the 3rd Thursday of every month. Doors open at 6:30 pm, show starts at 7:00 pm. Please arrive early if you want to tell, as we generally only have room for a limited number of tellers, and the sign-up sheet has a tendency to fill up fast. Formed around the idea that people need stories--they're what hold and draw us together--SpeakEasy celebrates the strangeness and commonness of being human. And in a world of smartphones, Facebook, Twitter, and more . . . it gives people a real, breathing, in-person way to connect. The night is geared for true stories of all kinds, taking the best tales told around kitchen tables, in darkened pubs, on the street corner, and at late-night parties and giving them an audience. Speak Easy is also a great outlet for performers, writers, and artists looking to share their favorite stories and perfect their skills. We strongly encourage tellers to please tell the story rather than read it so we keep within the spirit of good storytelling and stay engaged with the audience. All are welcome. Hang around after the show for a drink and build community!

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.

Join The Alliance Chorus for a fun-filled evening of vibrant a cappella entertainment! This lively event features dynamic performances from the full chorus alongside an exciting lineup of talented quartets, showcasing the rich harmonies and energy of barbershop music. Enjoy appearances by quartets including Intermission, Coffee Talk, Crosstown, Performance Check, and ACQ, each bringing their own unique style and flair to the stage. Come for the music, stay for the connection—this is a chance to engage with the community, celebrate inclusive music-making in Central Ohio, and experience the joy of live vocal performance. We hope to see you there! Buy your tickers here: [https://www.zeffy.com/en-US/ticketing/the-alliance-2026-spring-show](https://www.zeffy.com/en-US/ticketing/the-alliance-2026-spring-show)

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.