Apache Kafka
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Powering AI with Data Modernization: ETL Using Databricks & Unity Catalog
**Title**: Powering AI Through Data Modernization: Modernizing ETL with Databricks & Unity Catalog
In this session, we will discuss how enterprises are modernizing their data platforms by migrating from legacy ETL tools (such as Informatica and traditional data warehouses) to Databricks Lakehouse architecture, and how Unity Catalog enables enterprise-grade governance, security, and discoverability across data and AI assets.
We will start with food and drinks at 6pm and then move into the presentation at 6:30pm.
The session will cover:
* Why traditional ETL platforms are becoming a bottleneck for scale, cost, and AI adoption
* How Databricks changes the data engineering and analytics operating mode
* The role of Unity Catalog in centralized governance
* How this foundation enables AI and Gene.AI use cases on trusted data
* Q&A
Our speaker for this event is **Hirenkumar Dholariya**.
Hirenkumar Dholariya is a Senior Data Engineering Architect with 18+ years of experience modernizing enterprise data platforms for global Fortune 500 organizations, delivering up to 40% system performance improvement and 20–35% infrastructure cost reduction through large-scale migration from legacy ETL platforms to cloud-native Lakehouse architectures. He specializes in Databricks-based data engineering, Unity Catalog–driven governance, and building scalable, secure, and real-time analytics platforms.
He has led multiple enterprise-wide transformations from tools such as Informatica and traditional data warehouses to Databricks, establishing governed data foundations using Unity Catalog and enabling advanced analytics and AI use cases on top of trusted data platforms. His leadership focuses on architecting durable data platforms, enabling teams to move faster with confidence, and translating data and AI investments into measurable business outcomes.
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NoVABeerSec - Feb 25th @Crooked Run Brewery (Sterling, VA)
The next NoVABeerSec event - "Informal Gathering of Security Minds Over Beer'' will be Wednesday, February 25th, 5:30PM til 7ish at Crooked Run Fermentation (22455 Davis Drive, Sterling, VA ). **BONUS** there is a Senor Ramon Taqueria as part of the brewery; so it will be a “Taco Wednesday” for everyone ;)
**Venue for February:** Crooked Run Fermentation (https://crookedrunfermentation.com/sterling-virginia-2/) - Crooked Run Fermentation is a Virginia-based producer of contemporary and traditional beers, coolship sours, natural wines, ciders, and seltzers. Started in 2013 in Leesburg, Virginia, Crooked Run has developed a following for creative and nuanced beverages across a variety of styles, from lagers to IPAs, barrel-aged stouts, sours, and beyond beer. In 2017, we opened our main production facility in Sterling, Virginia, and will open a third location in northeast DC in 2022.
Opened in 2017, the Sterling location features a bustling taproom, outdoor biergarten, 10 BBL brewhouse, and best of all, TACOS! Senor Ramon Taqueria offers a full menu of tacos, quesadillas, empanadas, and more. Come relax with 12 beers on tap, weekend live music, and some great food! If you're biking, we're right off the W&OD Trail.
**Additional Info:**
We are an inclusive group, so if we missed anyone please let us know or if you want to bring your significant other/spouse please do. Have a great week and see you later this month!
Cheers,
Rinaldi Rampen & Mike McCabe of
@NoVABeerSec
Introduction to Japanese Calligraphy
Learn the elegant art of Japanese Calligraphy in a single, focused project!
**When:** Sunday, 15 Feb 2026, 10:30 AM - 12:00 PM
**Where:** Nova Labs, 3850 Jermantown Rd, Fairfax, VA 22030
**Registration** is **Online Only** at: https://portal.nova-labs.org/event-6471021
**Details:** Learn the elegant art of Japanese Calligraphy in a single, focused project! We'll teach you how to properly use and care for the tools. By the end of class, you will create a beautiful, inspirational Japanese word on Hanshi paper to display proudly in your home. Start your calligraphy journey today!
This class includes the Brushes that you'll need in this class so you can keep practicing on your own!
Children are welcome, but registration is required. Any child under 12 must be registered and attend with a parent or guardian.
Deal or Disaster: The 5-Minute Investment Evaluation System
This training is designed for real estate agents who want to learn how to play the Agent Investor game. The goal of this training is to help you flip your income into ownership.
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**Investors move fast. Most agents don’t.**
If you can’t evaluate a deal quickly and confidently, you lose credibility—and the opportunity disappears.
Deal or Disaster teaches a simple, repeatable framework to determine in minutes whether a deal prints money or burns it.
In this session, you’ll learn a 5-minute investment evaluation system that works across flips, rentals, BRRRRs, wholetails, and creative deals.
The goal isn’t perfection—it’s speed, clarity, and credibility.
We’ll break down:
* How to identify the investor’s true goal before running numbers
* A fast, reliable method to estimate ARV with confidence
* How to calculate the real all-in acquisition cost
* Simple heuristics to ballpark rehab and improvement costs
* The key metrics that reveal whether a deal works—or should be killed
You’ll also learn the most common red flags that signal bad deals, thin margins, and hidden risk, so you know when to pause or walk away.
When you can analyze deals in minutes, you earn authority, build trust, and become indispensable to investors.
Speed creates opportunity—and opportunity creates repeat business.
If you want to move from real estate generalist to trusted investment strategist, this session gives you the framework to do it.
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**Did you miss it?**
[Watch all GRID Reston event playback on YouTube](https://www.youtube.com/playlist?list=PLOTh5kxLLJI1G3VH6Pqhlhu0uTA8yrdpi)
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**Join the GRID Facebook Community**
[Join the online GRID community here](https://www.facebook.com/groups/gridinvestor) to post deals, ask questions, and connect with other investors across the globe.
In-Person Buddhist Meditation and Psychology Group
This group is for anyone who wants to explore Buddhist meditation in a relaxed and supportive setting. Each session includes a short meditation, a simple teaching from Buddhist psychology, and an open discussion about how these ideas show up in everyday life. While our foundation is Buddhist practice, we love weaving in wisdom from other traditions whenever it helps us grow, find peace, and support each other. Members of our community come from many different backgrounds, and you do not need to consider yourself a Buddhist to attend. All are welcome.
The session runs from 7:00 to 8:00 p.m., with doors open from 6:30 to 9:00. Come early or stay after if you’d like to enjoy some quiet reflection or casual conversation with the community.
On the first Wednesday of each month, we share a potluck meal. Bring a dish if you’d like, but the most important thing you can bring is yourself. We look forward to seeing you!
Learn all things Data Science and Compete on Kaggle
We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)







