This month's topic: Destination: deployment!

Details

Your feature is complete. Your application is ready. You want to share your hard work with the world. How do you pick the optimal deployment process? Where do you even start?

In this talk, Murriel and Elizabeth will be your guides on a brief tour of several open-source tools for deploying a workload into Kubernetes. Our journey will begin with manual hello world deployments and from there we will explore some of the most common modern tools for CI/CD, including a demo speedrun!

Major destinations on this tour will include Helm, Kustomize, Skaffold, ArgoCD, Tekton, Jenkins, and JenkinsX. We will walk through the fundamentals of CI/CD, explore tradeoffs, and discuss the process for implementing these tools in your software development lifecycle.

By the end of this talk, you'll be equipped to begin navigating the CI/CD landscape and will leave with resources that will enable you to get started quickly and begin testing in your own environment.

Speakers: Elizabeth Ponce and Murriel Perez McCabe

RainSec is an informal group of like-minded security professionals who meet to network and discuss topics of interest in a non-work, non-vendor setting.

While our target audience is experienced information security professionals, this is a public event open to any interested parties. If you have a friend or colleague who might benefit, please pass an invite along.

Please follow us on Bluesky (@rainsec.org) or Mastodon ([email protected]) for any last minute updates.

COVID-19 Precautions:

• We meet outside under a covered patio area to reduce transmission risk.
  • There are overhead heaters if it's cold, but dress comfortably!
• If you are feeling sick, stay home!
• If you've had a recent COVID exposure, stay home!

You can also find us on Meetup.com and Smoke Signal (AT Protocol).

If you're looking for more security-focused community meetups in the Portland area, check out pdx-infosec.com

Join the Portland AWS User Group for a full day of AI Governance!

We are thrilled to invite you to the first AI Governance Day hosted by the Portland AWS User Group. Learn from expert speakers and tech leaders about AI governance, ask your burning questions, network with fellow techies, and join interactive demonstrations. Join us for one session or come hang out all day!

📍 Location: AWS Elemental (PDX13) 📍 Address: 1320 SW Broadway #400, Portland, OR 97201 Access: You MUST be registered on Meetup.com and bring a photo ID to attend this event.

Schedule:

9:00 - 9:30 am Doors & Donuts & Coffee Sponsored by ProFocus Technology 9:45 - 10:00 am Welcome from AWS User Group Leaders! 10:00 - 11:00 am Role of Data Engineering in AI Governance with Andrew Kalik 11:00 - 11:15 am BREAK 11:15 - 12:15 pm The Weaponization of AI, Its Impact on Organizations, and How to Respond with Trey Blalock 12:15 - 1:15 LUNCH - Lite bites & snacks provided! 1:15 - 2:15 Use AWS Well-Architected to Navigate & Evolve Enterprise AI Governance with Logan Kleier & Emily Soward 2:15 - 2:45 Interactive Session with Logan Kleier & Emily Soward 2:45 - 3:00 pm BREAK 3:00 - 4:30 pm Hands-on Workshop: AI Governance Tools with Karthik Rajendran 4:30 - 4:45 pm Closing Remarks! 5:00 pm Event Close - Please plan to leave the building before 5 pm. Speaker Bios: Trey Blalock is a highly respected Chief Information Security Officer and security researcher who has performed extensive work in almost every security domain for some of the world's largest corporations and governments. He has managed all aspects of security for one of the world's largest financial transaction hubs, performed hundreds of penetration tests for Fortune 500 companies, and has performed forensics for several high-profile cases such as "Donald Vance vs. Donald Rumsfeld."

Andrew Kalik is the Director of Data Engineering at NBCUniversal, leading data-driven solutions for business insights. He is an AWS Community Builder in the Data category and a Certified Scrum Master and Scrum Product Owner. With a background in computer science, he actively contributes to the tech community and participates in industry events, including the Portland AWS User Group.

Logan Kleier is a technical product manager with 10 years of experience across startups and enterprise environments. He's currently a Senior Product Manager at AWS for Trusted Advisor and Well Architected. He's also built Oracle Cloud's Center for Internet Security foundational benchmarks and a concert ticket comparison platform that predicts with 95% accuracy when concert ticket prices go up or down. His career path includes roles as a startup founder twice over, creating ML systems that saved clients 30% on Office 365 costs and serving as the City of Portland's CISO where he built PCI-DSS compliant payment systems handling $180M annually, and developing one of America's largest public WiFi networks. With expertise in cloud computing, and security and compliance, Logan brings a balanced blend of technical knowledge and plain English focus on what do customers and users actually want.

Emily Soward is a leader in AI, ML, and Generative AI Security & Privacy, fostering collaboration between AI and Security communities while advising AWS customers, including Fortune 100 companies and public sector organizations, on AI vision and production readiness. With expertise in AI SDLC, AI Observability, and large-scale strategic AI initiatives, she focuses on governance, compliance, and operational resilience across industries such as critical infrastructure, healthcare, and manufacturing. A contributor to AWS' Well-Architected Framework and Cloud Adoption Framework, she plays a key role in Responsible AI, Generative AI Security, and AI Privacy.

Karthik Rajendran is a Senior Solutions Architect at AWS, with diverse Enterprise architecture experience across Finance, Retail, Insurance and energy sectors. He has over 20 years of experience architecting and building distributed, hybrid, and cloud native applications. His passion is helping enterprise customers with their cloud migration journey. Outside work passions include Milky Way photography and motorcycles.

🔗 Join our Slack community: AWS Portland User Group Don't miss this opportunity to connect, learn, and level up your cloud skills!

The Portland Fabric User Group (formerly Portland Power BI User Group) is a community of people excited about the business analytics and AI stack, Microsoft Fabric. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in data analytics and AI.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Fabric and Power BI.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

Event Details: ​​​Lightning Talk Speakers:

• ​​Rober Topple, Founder & CEO Electron Robotics
• Joseph Cole, Founder & CTO Rose City Robotics
• Spencer Lindsay, Founder E-tribe
• Erin Galiger, Director North American Markets at ROCSYS

​​What is the Rose City Robotics Collaborative?: A collaborative community of robotics entrepreneurs, scientists, machine learning experts, tinkerers, and fellow enthusiasts united to establish the PNW as the premier U.S. hub for robotics innovation.

​​Why join Collaborative meetings?: To meet with fellow robotics innovators to exchange ideas, spark new partnerships, and explore opportunities to launch the next big breakthroughs in robotics technology.

​​Who can join?: Any PNW locals actively involved in developing, deploying, or advancing robotics technology across various sectors.

​​How to stay up to date on Collaborative activities?: Join our newsletter and our LinkedIn page.

​​Thank you to our generous sponsors: ​Metro Region Innovation Hub: The hub for business innovation in the Portland metro region.

UpStart Collective: a community-driven collaboration space for founders.

​Portland State University Business Accelerator: supports and serves the entrepreneur ecosystem and local startups from their early stage through growth.

Location Metro Region Innovation Hub 2130 SW 5th Ave, Portland, OR 97201, USA

CTRLH/PDX Hackerspace 2025 Workparty Series: A Haven for Tech Enthusiasts!

Saturdays | 12 PM - 5 PM

What’s the Buzz? Curious about the inner workings of a hackerspace? Dive into the world of CTRLH/PDX Hackerspace! It's your chance to explore our community, contribute to its growth, and maybe even apply as a member. Plus, it's when we all get together to give our space some TLC.

Here’s the Deal:

Kanban Adventures: Our Kanban Board is the pulse of our workparty. It's where tasks meet talent. Join us in this unique choreography of creativity and care. Chill & Create: Bring your project, or find one here. It's about collaboration, innovation, and putting your mark on our space. Tours with Insights: New here? Get an exclusive tour and discover the range of equipment and possibilities our space offers. There's a lot more than just tables, chairs, and internet – but we'll let you see for yourself. Who’s Invited? Tech enthusiasts with a spark of curiosity. If you're community-minded and conscientious, you'll fit right in. What’s On Offer: Essentials covered: Tables, chairs, and internet. A full tour will reveal the plethora of tools and equipment available for all your hacking and making needs. Cost? Workparty Events are absolutely free to attend. Feel a connection? Ask about membership for 24/7 access to our tech wonderland, starting at $40 per month. The Golden Rules: Be excellent, be kind, and help keep our community spirit thriving. Volunteers Make the Dream Work: Continuing to make our hackerspace a reality is a team effort. Your contributions are invaluable.

Let's Make Every Saturday Count!

Join us for a virtual info session about the PDX Digital Corps — a short-term, community-driven civic tech sprint connecting skilled volunteers with local organizations.

We’ll walk through how the program works, what kinds of projects we’re tackling, and how you can get involved, whether you're a designer, developer, strategist, or just curious. We’ll also answer questions and talk about next steps for volunteers.

A separate in-person session will also be held in Portland, but you don’t need to attend both and not being able to attend won’t prevent you from participating.

Welcome All Founders and Tech Pros

• What we'll do You will drink coffee (and tea for those who are recovering caffeine addicts) and talk with other great founders and companies in our local area.

• What to bring Nada. Just a friendly demeanor and willingness to meet new great founders and talk about your project.

• Important to know This is REALLY not the place you want to come if you are looking for sales leads. This event is a place to meet and share your startup journey and talk about your project. While we appreciate all the members of our community, network marketing and sales reps will find many short unuseful conversations in this crowd. Thanks for understanding.

Details We heard your requests, and it's back! After the incredible success last time, we’re excited to bring back our beloved Great Techie Book Exchange to kick off spring. Join us at one of our favorite venues and hosts, White Owl, which offers us plenty of space for lots of books and engaging conversations.

Details Spend an evening with us exchanging our favorite books on a beautiful patio as we welcome the spring season. 🌼 The book exchange is OPTIONAL. If you would like to participate, arrive equipped with a book to donate in exchange for a new, exciting read! Otherwise, feel free to just come hang out with us.

🕰️ Schedule

5:30pm: Arrive at the event, check-in (with or without a book), and grab a name tag 6:00pm: Order a drink and wander around "pitching" your book to others 7:00pm: Drawing for book selections 7:30pm: Refresh your drink, dive into more book discussions or general conversations Feel free to come and go as your schedule and/or social battery allows. Don’t miss this great opportunity to discover new books, have meaningful discussions, and most importantly, HAVE FUN! 🎉

✅ Pro Tips:

Look for our pink Rose City Techie hats [Optional] Bring a book – it could be tech or career-related, but it doesn’t have to be. If it’s a favorite of yours, bring it! Have your LinkedIn QR code, business card, and contact details ready to swap We can't wait to see you there! 🌹

Join us at the Metro Region Innovation Hub for a time of workshops, networking, mentorship, and coffee! This event is the perfect opportunity for founders and startup partners to connect, learn, and level up.

Whether you're just starting out, or a seasoned founder, you'll walk away with some fresh ideas and valuable connections.

Agenda

• 9a - 12p - Main Event Space / General networking, coworking, mentor office hours
• 9:30a - 10:30a - Workshop 1 / TBD
• 11a - 12p - Workshop 2 / TBD

Find us upstairs in the glass walled room

Hosted by Aaron Campf. Online Teams Link: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YTljOWRlMDAtNThmZS00NzljLWE1YTEtZDhlODMyYzI0OTRi%40thread.v2/0?context=%7b%22Tid%22%3a%2282ea9e81-6f10-49e0-a1f1-d75b0b4c2e7c%22%2c%22Oid%22%3a%22143ee9d3-21a4-4da7-a1e8-2472c358110e%22%7d

Or call in (audio only) +1 872-240-8681,,882162595# United States, Chicago Phone Conference ID: 882 162 595#

Please join one of our community group chats

Slack https://join.slack.com/t/mentorshipsaturdays/shared_invite/zt-1mnjewbt2-rWJfxmqf6_JWtSSk~Svj0w

Discord https://discord.gg/nSCxgbcG7U

If there are any issues with joining in person or online please message on here and Slack or Discord

CTRLH/PDX Hackerspace 2025 Workparty Series: A Haven for Tech Enthusiasts!

Saturdays | 12 PM - 5 PM

What’s the Buzz? Curious about the inner workings of a hackerspace? Dive into the world of CTRLH/PDX Hackerspace! It's your chance to explore our community, contribute to its growth, and maybe even apply as a member. Plus, it's when we all get together to give our space some TLC.

Here’s the Deal:

Kanban Adventures: Our Kanban Board is the pulse of our workparty. It's where tasks meet talent. Join us in this unique choreography of creativity and care. Chill & Create: Bring your project, or find one here. It's about collaboration, innovation, and putting your mark on our space. Tours with Insights: New here? Get an exclusive tour and discover the range of equipment and possibilities our space offers. There's a lot more than just tables, chairs, and internet – but we'll let you see for yourself. Who’s Invited? Tech enthusiasts with a spark of curiosity. If you're community-minded and conscientious, you'll fit right in. What’s On Offer: Essentials covered: Tables, chairs, and internet. A full tour will reveal the plethora of tools and equipment available for all your hacking and making needs. Cost? Workparty Events are absolutely free to attend. Feel a connection? Ask about membership for 24/7 access to our tech wonderland, starting at $40 per month. The Golden Rules: Be excellent, be kind, and help keep our community spirit thriving. Volunteers Make the Dream Work: Continuing to make our hackerspace a reality is a team effort. Your contributions are invaluable.

Let's Make Every Saturday Count!

In this 2-day Agile Fluency Game Facilitators' workshop, you will experience the Agile Fluency Game simulation and learn how to facilitate the game for others.

About the Agile Fluency Game

The Agile Fluency Game is a physical board game designed by James Shore and Arlo Belshee, which authentically simulates 2.5 years (10 seasons) on a software development team. Inspired by modern "Euro-style" board game experiences such as Settlers of Catan, the game focuses on the experience of team members using agile practices and approaches. It was developed so that experiments that occur in game play lead to new insights about your real-world options. Game players learn about the benefits and trade-offs of adopting agile practices. Of course, you must also deliver features! Or what's the point?

During game play, you'll decide how to invest your effort. Your quest is to decide how best to spend your limited time. Do you develop features or learn new practices? Which features? Which practices? Features are the only way to earn points, but agile practices help you do more.

Your boss is entirely focused on results. As long as you deliver a great product to your customers, she doesn't care how you do it. She needs to see regular flow of new features, but other than that, the choices are up to you. Your challenge is to find the right mid of features and practices to get the most money possible.

One session with a retrospective on your play may be all you need to stimulate actionable insights. Yet the game challenges prior assumptions, and most players enjoy the opportunity to try for a better score. Each time brings greater understanding of the benefits, trade-offs, and investments you need to succeed.

When and Where to Use the Game

We've used the game with positive results at many different levels of the organization. It's great for: - Introducing agile attitudes and expectations to middle managers, directors, and VPs who don't know a lot about software development. - Encouraging agile engineering practices among a number of teams by playing with cross-team groups. - Identifying potential shifts in workflows and practices by playing with cross-functional dev teams, and the non-dev individuals that work closely with the teams in roles such as QA, architects, marketing, and managers. - Of course, with any learning game the debrief is important, regardless of what group is playing. That's when the real insights occur.

In January, PIE (Portland Incubator Experiment) and a variety of our community partners threw together the beta test for a lowkey networking event for the Portland startup community.

No programming. No activities. Just people meeting people in the community. (We kind of thought of it as one of those "after parties" that take place at a major event — without having the actual major event.)

The result…? 400+ folks showed up. People who have been around forever met new people. People who just moved to town said "This is exactly what I needed." And all in all, a good time was had by all.

So we're doing it again.

We're still deciding on a location, so if you're interested in attending, please RSVP. This will help us figure out a venue big enough that we don't have to turn people away.

https://www.meetup.com/pie-portland-startup-community/events/305535888/

The Portland Power Platform User Group is a community of people excited about the Power Platform tools: Power Apps, Automate, BI, and Copilot Studio. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in custom apps and process automation for your business needs.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for the Power Platform.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

We look forward to bringing the Portland Microsoft User Groups together including Fabric, Power Platform, and Azure IN PERSON for a lively evening of networking.

Whether you are a new or experienced user, or simply interested in learning more about working with Microsoft's tools and technologies, we'd love to have you join us for food, drinks, and merriment.

Event Details: ​What is the PNW Battery Collaborative?: A community of battery entrepreneurs, scientists, and enthusiasts united to make the PNW the nation's leading hub of battery innovation.

​​What is this event?: Join us for an evening mixer with fellow battery innovators to exchange ideas, spark new partnerships, and explore opportunities to launch the next big breakthrough in battery technology. The main focus of the event will be a round of lightning talks by local battery innovators (~5 mins each), audience Q&A, and an opportunity for attendees to share announcements and learn about battery jobs/resource opportunities. This event is preceded by multiple meetups and site visits organized by the PNW Battery Collaborative in Seattle and attended by an aggregated total of nearly 200 participants.

​Why now?: The PNW is quickly becoming a key hub for battery innovation in the US. To maintain our region's competitive advantage and effectively support other regions in deploying batteries it is crucial that our local battery community be cohesive and inclusive.

​Who can join?: Any PNW locals working in or interested in supporting the region's battery industry.

​​Run of Show: - 5:30pm-6:00: check-in - ​6:00-6:15: introductions, agenda overview, & battery comms exercise - 6:15-6:35: lightening talks by speakers (listed below) - 6:35-6:50: speaker panel & audience Q&A - 6:50-7:00: audience announcements, resources, & job opportunities - 7:00-7:30: informal networking

​Lightening Talk Speakers:

• Grayson Shor, Founder (PNW Battery Collaborative)

• Duncan Miller, CEO (Rose City Robotics)

• Drew Lebowitz, Principal and Managing Director (PowerSwitch)

• Danny Lu, Senior Vice President (Powin Energy)

• Tyson Bittrich, Market Research Analyst (Mayfield Renewables)

• Shelly Whitlock, Executive Director of Development (Polaris Battery Labs)

​If you would like to speak at this event please reach out to event co-hosts Grayson Shor and Duncan Miller

​​Logistics: ​This event is hosted at the Metro Region Innovation Hub (google link)

​Please arrive between 5:30pm-6:00pm to sign-in. Programming will begin promptly at 6:00pm

​This event is free, please RSVP in advance

​This is an in-person only event

​​Have questions?: Reach out to event co-hosts Grayson Shor & Duncan Miller

​How to stay up to date on Collaborative activities?: Join our events calendar and our LinkedIn page

​========================================

​​Thank you to our generous sponsors: ​Metro Region Innovation Hub: is the hub for business innovation in the Portland metro region.

​Prosper Portland Green Cities: supporting companies producing innovative products, services, and technologies that address the climate crisis and solve environmental challenges.

UpStart Collective: a community-driven collaboration space for founders.

​Portland State University Business Accelerator: supports and serves the entrepreneur ecosystem and local startups from their early stage through growth.

​========================================

​​The views and opinions expressed by speakers during this event are solely their own and do not necessarily reflect the official policies, positions, or perspectives of the organizers, sponsors, or affiliated organizations. The event is intended for informational and educational purposes only. Attendees are encouraged to independently evaluate the information shared and seek additional professional advice where applicable.

Location Metro Region Innovation Hub 2130 SW 5th Ave, Portland, OR 97201, USA

MergePHP meets the second Thursday of every month at 16:00 Pacific

Details This is a fun networking event to play pool and talk tech. We will have free tables to play on and Happy Hour runs until 6pm. Everyone is welcome, you do not have to be great at pool to attend!

Portland Design Thinkers is excited to present Emily Traub: AI-Powered UX Research Repository at LinkedIn

Join us to hear how Emily and LinkedIn's Research team transformed their approach from a static database to an interactive AI-powered repository.

This session will take you behind the scenes of their evolution, covering:

• Limitations with their former tool • The setup behind their new repository • Use cases that are currently supported • How they see this tool evolving in the future

Don't miss this opportunity to explore how AI can revolutionize the way we store, access, and leverage research insights across organizations.

About our Speaker: Emily started her UX Research journey in the world of WordPress hosting at WP Engine, focusing on the SMB agency experience. She joined LinkedIn in 2023, leading and co-developing rapid research programs before transitioning to support the Premium team. Outside of her day-to-day work, Emily enjoys exploring how the team can incorporate emerging technologies into its workflows to enhance research efficiency and make it easy for stakeholders to interact with existing research.

CTRLH/PDX Hackerspace 2025 Workparty Series: A Haven for Tech Enthusiasts!

Saturdays | 12 PM - 5 PM

What’s the Buzz? Curious about the inner workings of a hackerspace? Dive into the world of CTRLH/PDX Hackerspace! It's your chance to explore our community, contribute to its growth, and maybe even apply as a member. Plus, it's when we all get together to give our space some TLC.

Here’s the Deal:

Kanban Adventures: Our Kanban Board is the pulse of our workparty. It's where tasks meet talent. Join us in this unique choreography of creativity and care. Chill & Create: Bring your project, or find one here. It's about collaboration, innovation, and putting your mark on our space. Tours with Insights: New here? Get an exclusive tour and discover the range of equipment and possibilities our space offers. There's a lot more than just tables, chairs, and internet – but we'll let you see for yourself. Who’s Invited? Tech enthusiasts with a spark of curiosity. If you're community-minded and conscientious, you'll fit right in. What’s On Offer: Essentials covered: Tables, chairs, and internet. A full tour will reveal the plethora of tools and equipment available for all your hacking and making needs. Cost? Workparty Events are absolutely free to attend. Feel a connection? Ask about membership for 24/7 access to our tech wonderland, starting at $40 per month. The Golden Rules: Be excellent, be kind, and help keep our community spirit thriving. Volunteers Make the Dream Work: Continuing to make our hackerspace a reality is a team effort. Your contributions are invaluable.

Let's Make Every Saturday Count!

Speaker Marilu Lopez, SEGDA

Marilu is the owner and data management consultant at SEGDA, specializing in data strategies and operating models. She co-founded and served as president of the DAMA Mexico Chapter, was the DAMA Regional Coordinator for Latin America, Presidents' Council Chairperson, and is currently DAMA Chapter Services VP. With a background of 30+ years in the financial sector, including 15 years in data management, Marilu holds a CDMP (Certified Data Management Professional) Master and CIMP certifications in Data Governance and Data Quality and is TOGAF-certified. She is the author of “Data Strategies for Data Governance” and an active speaker at international conferences like EDW, DGIQ, and DMZ.

Abstract Data Strategies are the cornerstone for driving AI in advanced analytics. Using a pragmatic, agile, and communicative (PAC) approach, organizations can anchor their Data Management priorities with a maturity model, then clearly define and communicate their strategic path forward using a concise strategy canvas.

Session Synopsis

A Pragmatic, Agile, and Communicative approach to defining the What, Who, and When of Data Management to have good data for AI.

Most organizations are living an urgency to get value out of their data. They are jumping directly to implement MDM initiatives, to move to the cloud, or to implement advanced analytics, and now, to adopt AI, without a real understanding of the problems that need to be solved and the priority to tackle them. There's though an increasing awareness of having to manage data in a better way, but there's no clear understanding of the path to follow. Data Strategy is the key element to prioritize and guide resource allocation in the best way. This session presents how to produce Data Strategies using the PAC (Pragmatic, Agile, and Communicable) (Pragmatic, Agile, and Communicable) Data Strategy Method.

Attendees will take away:

The relevance of a Data Management Maturity Model as an anchor for a Data Strategy The power of a Canvas to communicate Data Strategy The Data Strategies Framework The attainability of the Data Strategy PAC Method

Define your Data Strategies with the appropriate stakeholders in a very pragmatic and agile way and communicate them with the power of a Canvas.

The Portland Azure User Group is a community of people excited about the endless possibilities of cloud computing, data analytics, and security on Microsoft Azure. We believe the Azure platform offers rich possibilities. We keep pace by sharing our learning and doing deep-dive explorations of topics as a community of learners. We run the gamut from new to experienced users and welcome anyone who shares an interest in cloud scalable infrastructure, applications, tools, analytics, identity management, and security.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Microsoft Azure.

Session Details: Metadata Driven Pipelines for Dynamic Full and Incremental Processing in Azure SQL

Developing ETLs/ELTs can be a complex process when you add in business logic, large amounts of data, and the high volume of table data that needs to be moved from source to target. This is especially true in analytical workloads involving Azure SQL when there is a need to either fully reload a table or incrementally update a table. In order to handle the logic to incrementally update a table or fully reload a table in Azure SQL (or Azure Synapse), we will need to create the following assets: • Metadata table in Azure SQL ◦ This will contain the configurations needed to load each table end to end • Metadata driven pipelines ◦ Parent and child pipeline templates that will orchestrate and execute the ETL/ELT end to end • Custom SQL logic for incremental processing ◦ Dynamic SQL to perform the delete and insert based on criteria the user provides in the metadata table

This session uses Azure SQL DB as the source and sink databases. However, Azure SQL MI, On-Prem SQL, and Synapse Dedicated Pools (along with Synapse Pipelines) will also be compatible for this solution. As a source, you can use databases like MySQL, Oracle, and others. You will just need to adjust the query syntax/connections to match the desired source.

Guest Speaker: Marc Bushong Marc Bushong, Senior Cloud Solution Architect at Microsoft, has extensive experience in healthcare and higher education. He excels in Azure architecture, end-to-end solution design, and full-stack Azure development. His career began as a Radiologic Technologist, providing him with a unique perspective on the healthcare industry, from direct patient care to backend data engineering processes.

We're very excited to welcome you to the Portland C++ User's Group (PDXCPP) meetup! Join us in downtown Portland to hobnob, learn, and share with other Modern C++ enthusiasts! Bring your C++ questions, stories of coding adventure, and tales of debugger derring-do!

This month, we will be meeting at the Lucky Labrador Brewpub on SE Hawthorne.

NOTE: We're not really meant to be a "bar group", as kind as the folks at Lucky Lab have been. We are seeking a suitable small venue space, preferably with whiteboards and projectors. If your company is interested in hosting our group, please contact us!

-- Your PDXCPP Organizers

The Portland State Aerospace Society (PSAS for short) is a student-led aerospace engineering group at Portland State University. We build ultra-low-cost, open source rockets, liquid-fuel rocket engines, satellites, and satellite ground stations.

Come on down for our annual open house, where you can see our rockets, rocket engines, and duplicates of Oregon's first and second satellites (our second satellite is in orbit around the Earth right now!). You can also see bits of our 3rd satellite that's going to space in the next year.

Be able to touch real space hardware, and talk with geeky engineers and non-geeky folk, too!

Join us for snacks and aerospace fun! Good for all ages.

The event is free, but please register on Eventbrite so we know you're coming!

Join us to meet other developers as well as some who are further along in their careers. Get to know some friendly people in our industry! 👋 Our goal is to help build community- we want you here! All levels of experience are welcome.

Come join the most thrilling tech meet up in all of Portland. Chat tech projects or life stuff. Keep an eye out for nerds with name tags.

Details No agenda, no pitch, no bullshit. As always, come geek out, network, and have a good time.

Beers with Engineers is a diverse group of engineers from a variety of fields coming together to share a drink after work, commiserate with like-minded nerds, and learn more about our respective industries.

If it's your first time joining us, welcome! We strive to make our meetup welcoming for both newcomers and returning attendees and inclusive for all current or aspiring engineers, especially those who are often underrepresented in the field.

See you there!

CTRLH/PDX Hackerspace 2025 Workparty Series: A Haven for Tech Enthusiasts!

Saturdays | 12 PM - 5 PM

What’s the Buzz? Curious about the inner workings of a hackerspace? Dive into the world of CTRLH/PDX Hackerspace! It's your chance to explore our community, contribute to its growth, and maybe even apply as a member. Plus, it's when we all get together to give our space some TLC.

Here’s the Deal:

Kanban Adventures: Our Kanban Board is the pulse of our workparty. It's where tasks meet talent. Join us in this unique choreography of creativity and care. Chill & Create: Bring your project, or find one here. It's about collaboration, innovation, and putting your mark on our space. Tours with Insights: New here? Get an exclusive tour and discover the range of equipment and possibilities our space offers. There's a lot more than just tables, chairs, and internet – but we'll let you see for yourself. Who’s Invited? Tech enthusiasts with a spark of curiosity. If you're community-minded and conscientious, you'll fit right in. What’s On Offer: Essentials covered: Tables, chairs, and internet. A full tour will reveal the plethora of tools and equipment available for all your hacking and making needs. Cost? Workparty Events are absolutely free to attend. Feel a connection? Ask about membership for 24/7 access to our tech wonderland, starting at $40 per month. The Golden Rules: Be excellent, be kind, and help keep our community spirit thriving. Volunteers Make the Dream Work: Continuing to make our hackerspace a reality is a team effort. Your contributions are invaluable.

Let's Make Every Saturday Count!

The Portland Fabric User Group (formerly Portland Power BI User Group) is a community of people excited about the business analytics and AI stack, Microsoft Fabric. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in data analytics and AI.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Fabric and Power BI.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

CTRLH/PDX Hackerspace 2025 Workparty Series: A Haven for Tech Enthusiasts!

Saturdays | 12 PM - 5 PM

What’s the Buzz? Curious about the inner workings of a hackerspace? Dive into the world of CTRLH/PDX Hackerspace! It's your chance to explore our community, contribute to its growth, and maybe even apply as a member. Plus, it's when we all get together to give our space some TLC.

Here’s the Deal:

Kanban Adventures: Our Kanban Board is the pulse of our workparty. It's where tasks meet talent. Join us in this unique choreography of creativity and care. Chill & Create: Bring your project, or find one here. It's about collaboration, innovation, and putting your mark on our space. Tours with Insights: New here? Get an exclusive tour and discover the range of equipment and possibilities our space offers. There's a lot more than just tables, chairs, and internet – but we'll let you see for yourself. Who’s Invited? Tech enthusiasts with a spark of curiosity. If you're community-minded and conscientious, you'll fit right in. What’s On Offer: Essentials covered: Tables, chairs, and internet. A full tour will reveal the plethora of tools and equipment available for all your hacking and making needs. Cost? Workparty Events are absolutely free to attend. Feel a connection? Ask about membership for 24/7 access to our tech wonderland, starting at $40 per month. The Golden Rules: Be excellent, be kind, and help keep our community spirit thriving. Volunteers Make the Dream Work: Continuing to make our hackerspace a reality is a team effort. Your contributions are invaluable.

Let's Make Every Saturday Count!

RainSec is an informal group of like-minded security professionals who meet to network and discuss topics of interest in a non-work, non-vendor setting.

While our target audience is experienced information security professionals, this is a public event open to any interested parties. If you have a friend or colleague who might benefit, please pass an invite along.

Please follow us on Bluesky (@rainsec.org) or Mastodon ([email protected]) for any last minute updates.

COVID-19 Precautions:

• We meet outside under a covered patio area to reduce transmission risk.
  • There are overhead heaters if it's cold, but dress comfortably!
• If you are feeling sick, stay home!
• If you've had a recent COVID exposure, stay home!

You can also find us on Meetup.com and Smoke Signal (AT Protocol).

If you're looking for more security-focused community meetups in the Portland area, check out pdx-infosec.com

Find us upstairs in the glass walled room

Hosted by Aaron Campf. Online Teams Link: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YTljOWRlMDAtNThmZS00NzljLWE1YTEtZDhlODMyYzI0OTRi%40thread.v2/0?context=%7b%22Tid%22%3a%2282ea9e81-6f10-49e0-a1f1-d75b0b4c2e7c%22%2c%22Oid%22%3a%22143ee9d3-21a4-4da7-a1e8-2472c358110e%22%7d

Or call in (audio only) +1 872-240-8681,,882162595# United States, Chicago Phone Conference ID: 882 162 595#

Please join one of our community group chats

Slack https://join.slack.com/t/mentorshipsaturdays/shared_invite/zt-1mnjewbt2-rWJfxmqf6_JWtSSk~Svj0w

Discord https://discord.gg/nSCxgbcG7U

If there are any issues with joining in person or online please message on here and Slack or Discord

Welcome All Founders and Tech Pros

• What we'll do You will drink coffee (and tea for those who are recovering caffeine addicts) and talk with other great founders and companies in our local area.

• What to bring Nada. Just a friendly demeanor and willingness to meet new great founders and talk about your project.

• Important to know This is REALLY not the place you want to come if you are looking for sales leads. This event is a place to meet and share your startup journey and talk about your project. While we appreciate all the members of our community, network marketing and sales reps will find many short unuseful conversations in this crowd. Thanks for understanding.

MergePHP meets the second Thursday of every month at 16:00 Pacific

Details This is a fun networking event to play pool and talk tech. We will have free tables to play on and Happy Hour runs until 6pm. Everyone is welcome, you do not have to be great at pool to attend!

If you would like to submit a session/event for PDX Startup Week 2025, please submit here: https://forms.gle/a8j3oxNdTtWh5JZt7

The Portland Power Platform User Group is a community of people excited about the Power Platform tools: Power Apps, Automate, BI, and Copilot Studio. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in custom apps and process automation for your business needs.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for the Power Platform.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

Details No agenda, no pitch, no bullshit. As always, come geek out, network, and have a good time.

Beers with Engineers is a diverse group of engineers from a variety of fields coming together to share a drink after work, commiserate with like-minded nerds, and learn more about our respective industries.

If it's your first time joining us, welcome! We strive to make our meetup welcoming for both newcomers and returning attendees and inclusive for all current or aspiring engineers, especially those who are often underrepresented in the field.

See you there!

We're very excited to welcome you to the Portland C++ User's Group (PDXCPP) meetup! Join us in downtown Portland to hobnob, learn, and share with other Modern C++ enthusiasts! Bring your C++ questions, stories of coding adventure, and tales of debugger derring-do!

This month, we will be meeting at the Lucky Labrador Brewpub on SE Hawthorne.

NOTE: We're not really meant to be a "bar group", as kind as the folks at Lucky Lab have been. We are seeking a suitable small venue space, preferably with whiteboards and projectors. If your company is interested in hosting our group, please contact us!

-- Your PDXCPP Organizers

The Portland Azure User Group is a community of people excited about the endless possibilities of cloud computing, data analytics, and security on Microsoft Azure. We believe the Azure platform offers rich possibilities. We keep pace by sharing our learning and doing deep-dive explorations of topics as a community of learners. We run the gamut from new to experienced users and welcome anyone who shares an interest in cloud scalable infrastructure, applications, tools, analytics, identity management, and security.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Microsoft Azure.

Session Details: TBD - See Meetup for more details

Guest Speaker: Carter Rabasa Leading DevRel at DataStax, organizing events for developers at CascadiaJS and being a developer in my spare time. Former Microsoft & Twilio.

Join us to meet other developers as well as some who are further along in their careers. Get to know some friendly people in our industry! 👋 Our goal is to help build community- we want you here! All levels of experience are welcome.

The Portland Fabric User Group (formerly Portland Power BI User Group) is a community of people excited about the business analytics and AI stack, Microsoft Fabric. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in data analytics and AI.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Fabric and Power BI.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

Find us upstairs in the glass walled room

Hosted by Aaron Campf. Online Teams Link: https://teams.microsoft.com/l/meetup-join/19%3ameeting_YTljOWRlMDAtNThmZS00NzljLWE1YTEtZDhlODMyYzI0OTRi%40thread.v2/0?context=%7b%22Tid%22%3a%2282ea9e81-6f10-49e0-a1f1-d75b0b4c2e7c%22%2c%22Oid%22%3a%22143ee9d3-21a4-4da7-a1e8-2472c358110e%22%7d

Or call in (audio only) +1 872-240-8681,,882162595# United States, Chicago Phone Conference ID: 882 162 595#

Please join one of our community group chats

Slack https://join.slack.com/t/mentorshipsaturdays/shared_invite/zt-1mnjewbt2-rWJfxmqf6_JWtSSk~Svj0w

Discord https://discord.gg/nSCxgbcG7U

If there are any issues with joining in person or online please message on here and Slack or Discord

FOSSY (Free and Open Source Software Yearly) is focused on the creation and impact of free and open source software, uplifting contributors of all experience.

Taking place in Portland, OR, we hope FOSSY will be a community focused event that invites local community, as well as the wider internet and global communites we have formed over the years. Whether you are a long time contributing member of a free software project, a recent graduate of a coding bootcamp or university, or just have an interest in the possibilies that free and open source software bring, FOSSY will have something for you.

With around ten tracks with talks over four days, for community building, development and legal and licensing issues, the conference will provide ample learning and networking opportunities for contributors of all levels of experience. There will be hands on workshops, lightning talks and traditional 50 minute talks.

The Portland Power Platform User Group is a community of people excited about the Power Platform tools: Power Apps, Automate, BI, and Copilot Studio. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in custom apps and process automation for your business needs.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for the Power Platform.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

The Portland Azure User Group is a community of people excited about the endless possibilities of cloud computing, data analytics, and security on Microsoft Azure. We believe the Azure platform offers rich possibilities. We keep pace by sharing our learning and doing deep-dive explorations of topics as a community of learners. We run the gamut from new to experienced users and welcome anyone who shares an interest in cloud scalable infrastructure, applications, tools, analytics, identity management, and security.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Microsoft Azure.

The Portland Fabric User Group (formerly Portland Power BI User Group) is a community of people excited about the business analytics and AI stack, Microsoft Fabric. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in data analytics and AI.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Fabric and Power BI.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

The Portland Power Platform User Group is a community of people excited about the Power Platform tools: Power Apps, Automate, BI, and Copilot Studio. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in custom apps and process automation for your business needs.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for the Power Platform.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

The Portland Azure User Group is a community of people excited about the endless possibilities of cloud computing, data analytics, and security on Microsoft Azure. We believe the Azure platform offers rich possibilities. We keep pace by sharing our learning and doing deep-dive explorations of topics as a community of learners. We run the gamut from new to experienced users and welcome anyone who shares an interest in cloud scalable infrastructure, applications, tools, analytics, identity management, and security.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Microsoft Azure.

CascadiaJS is the JavaScript conference for the Pacific Northwest. This year’s event will bring together an amazing group of web developers from across the Pacific Northwest (and beyond). You will find every kind of developer you can imagine:

• Code newbies all the way to senior executives
• Front-end, back-end and full-stack engineers
• Experts in popular frameworks
• Members of under-represented groups in tech

Over the course of 2 days, you’ll hear 20+ amazing talks by experts in their fields, covering everything from GenAI to TypeScript to leadership. There will be ample opportunities for you to connect with other developers and companies during coffee breaks, meals and social gatherings at the venue, and karaoke!

The Portland Fabric User Group (formerly Portland Power BI User Group) is a community of people excited about the business analytics and AI stack, Microsoft Fabric. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in data analytics and AI.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Fabric and Power BI.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

The Portland Power Platform User Group is a community of people excited about the Power Platform tools: Power Apps, Automate, BI, and Copilot Studio. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in custom apps and process automation for your business needs.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for the Power Platform.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!

The Portland Azure User Group is a community of people excited about the endless possibilities of cloud computing, data analytics, and security on Microsoft Azure. We believe the Azure platform offers rich possibilities. We keep pace by sharing our learning and doing deep-dive explorations of topics as a community of learners. We run the gamut from new to experienced users and welcome anyone who shares an interest in cloud scalable infrastructure, applications, tools, analytics, identity management, and security.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Microsoft Azure.

The NW Electronics Design & Manufacturing Expo (NEDME) exclusive set up and happy hour networking for Registered Exhibitors of tradeshow Oct 22nd

The NW Electronics Design & Manufacturing Expo (NEDME) is the premier trade show and networking event for members of the high-tech industry in the Pacific Northwest. NEDME connects local businesses with engineers, entrepreneurs, buyers, and reps in a fun atmosphere that promotes innovation and learning.

The Portland Fabric User Group (formerly Portland Power BI User Group) is a community of people excited about the business analytics and AI stack, Microsoft Fabric. We believe the platform offers rich possibilities, and we keep pace by sharing our learning and doing deep-dive explorations of topics. We run the gamut from new to experienced users and welcome anyone who shares an interest in data analytics and AI.

Some great perks to joining our monthly meetups are networking, knowledge transfer, and community building. We aim to foster a vibrant community that shares success in implementing best practices for Fabric and Power BI.

Visit us on our Meetup page to get details on the presentation topic and speaker. We hope to see you!