Data Analytics

Most product thinking assumes you’re building a product. In a startup, you’re not—you’re building a business. In the early days of a startup, there is no product team. The founder is the product team—while also juggling sales, hiring, fundraising, support, and everything in between. Product decisions don’t happen in isolation; they’re shaped by survival, speed, and the need to get something working in the real world. In this talk, Kim Thibault shares her experience from BoardPro, reflecting on the transition from founder-led product to hiring the first product people. She’ll unpack what triggered that shift, what worked (and what didn’t), and the tension that comes with sharing product ownership between a founder and a product team. Along the way, she’ll challenge a common assumption: in a startup, success doesn’t come from the product alone—it comes from how the whole business works around it. This session will explore: * What it really means to be a founder driving product * Why great products don’t matter without a working go-to-market motion * How product thinking changes across startup stages (-1→0, 0→1, 1+) * The realities of hiring and working with your first product people * The mindsets product managers need if they want to become founders—or work effectively with oneIf you’ve ever worked in (or are curious about) a founder-led environment, this will give you a clearer view of the trade-offs, tensions, and decisions behind the scenes. **About our speaker** [Kim Thibault](https://www.linkedin.com/in/kimthibault/) is a co-founder of BoardPro, a governance software platform used by boards and leadership teams across New Zealand, Australia, and beyond. She spent nearly a decade leading product as the company scaled, navigating the transition from founder-led product to building a product team. Kim now works as a startup coach and startup director, supporting early-stage founders—particularly in B2B SaaS and product-led growth companies—to build effective products and businesses. She brings a practical, experience-driven perspective shaped by the realities of building and scaling a startup. Huge thanks to Auror for hosting and sponsoring this event! You can join the livestream here: [https://meet.google.com/pmi-iynm-ome](https://meet.google.com/pmi-iynm-ome). As always the livestream will kick off from just before 6pm. Note that the rules of our host venue means that we will send the exact location of the event to attendees on the day of the event - the venue is in the Britomart area. Those of you who have attended events at Auror before will know where it is!

Most product thinking assumes you’re building a product. In a startup, you’re not—you’re building a business. In the early days of a startup, there is no product team. The founder is the product team—while also juggling sales, hiring, fundraising, support, and everything in between. Product decisions don’t happen in isolation; they’re shaped by survival, speed, and the need to get something working in the real world. In this talk, Kim Thibault shares her experience from BoardPro, reflecting on the transition from founder-led product to hiring the first product people. She’ll unpack what triggered that shift, what worked (and what didn’t), and the tension that comes with sharing product ownership between a founder and a product team. Along the way, she’ll challenge a common assumption: in a startup, success doesn’t come from the product alone—it comes from how the whole business works around it. This session will explore: * What it really means to be a founder driving product * Why great products don’t matter without a working go-to-market motion * How product thinking changes across startup stages (-1→0, 0→1, 1+) * The realities of hiring and working with your first product people * The mindsets product managers need if they want to become founders—or work effectively with oneIf you’ve ever worked in (or are curious about) a founder-led environment, this will give you a clearer view of the trade-offs, tensions, and decisions behind the scenes. **About our speaker** [Kim Thibault](https://www.linkedin.com/in/kimthibault/) is a co-founder of BoardPro, a governance software platform used by boards and leadership teams across New Zealand, Australia, and beyond. She spent nearly a decade leading product as the company scaled, navigating the transition from founder-led product to building a product team. Kim now works as a startup coach and startup director, supporting early-stage founders—particularly in B2B SaaS and product-led growth companies—to build effective products and businesses. She brings a practical, experience-driven perspective shaped by the realities of building and scaling a startup. Huge thanks to Auror for hosting and sponsoring this event! You can join the livestream here: [https://meet.google.com/pmi-iynm-ome](https://meet.google.com/pmi-iynm-ome). As always the livestream will kick off from just before 6pm. Note that the rules of our host venue means that we will send the exact location of the event to attendees on the day of the event - the venue is in the Britomart area. Those of you who have attended events at Auror before will know where it is!

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.

Dear Illinois Prairie PUG members, Our next meetup will take place in a **new location**. Please read **the whole announcement** carefully to note all the changes. Our new meeting place is **Chicago Innovations at 1 W. Monroe**. *Talk Title*: pg_lake: Unifying transactional and analytical data with Postgres *Speaker*: Elizabeth Christensen, Snowflake *Talk Description* The data world used to be defined by “transactional" (OLTP) and “analytical” (OLAP) workloads, but we’ve asked ourselves, “Why not both?” A new series of extensions called pg_lake has just been released to connect Postgres to object storage and open table formats - like csv, Parquet, and Iceberg. pg_lake bridges the two worlds of transactional and analytical data for a vendor neutral, open source, unified data stack. This talk will explore the pg_lake extension, including how to build it, and demos of using it with modern data workloads in object storage like Amazon S3. We’ll create simple data pipelines with no ETL and high performance analytics. pg_lake is more than just an extension. It is the foundation to a fully unified data path with 100% open source tools backed by PostgreSQL, DuckDB, Iceberg, and Polaris. *Agenda* 5:20 - doors open 5:30 - pizza arrives 6:00 - 6:10 - Hettie D. Opening remarks 6:10- 6:20 - Hettie D. Data warehouse history overview 6:20 - 6:50 Elizabeth C. pg_lake: Unifying transactional and analytical data with Postgres 6:50 - 7:00 Q&A 7:00 - 7:50 - Open discussion and networking 7:50 - 8:00 - Cleanup time and closing *Notes about our new venue*. I am delighted to have an independent venue for the first time since I am hosting the meetups. I hope that this will be our permanent home. And as you all know, with more freedom comes more responsibilities. You will notice the change in the RSVP form. We are thankful to our hosts and promise to be responsible. We comply with the [PostgreSQL Code of Conduct](https://www.postgresql.org/about/policies/coc/). We do not want to waste food, so please indicate your dietary preferences. We will not close the RSVP in the morning of the meetup, but please do your best to RSVP in advance so that we can order the appropriate amount of food and drinks. Also, all meetups will be hybrid - please don't forget to indicate whether you are attending in-person or virtually. Thank you, and I look forward to seeing you all at our new location! Hettie Dombrovskaya Illinois Prarier PUG Organizer

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9