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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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Central Bank Digital Currencies, CBDC Meetup Group
Monthly meeting: Second Saturday of the month
International House of Pancakes (IHOP)
775 Rockville Pike, Rockville, MD 20852
7:00 PM – 10 PM. Late arrivals always welcome.
Look for the table with someone wearing a red hat.
Questions, please call 1-240-644-5230
Agenda:
What are more things we can do to wake people up?
What can we do to get more people involved?
Other things people would like to talk about.
This will be a joint meeting with:
DC 9/11 Truth
[https://dc911truth.org/](https://dc911truth.org/)
dc911truth Facebook page
[https://www.facebook.com/groups/dc911truth/](https://www.facebook.com/groups/dc911truth/)
911 Meetup Group
[https://www.meetup.com/meetup-group-kyegaoqu/](https://www.meetup.com/meetup-group-kyegaoqu/)
Central Bank Digital Currencies CBDC Meetup Group
[https://www.meetup.com/central-bank-digital-currencies-cbdc/](https://www.meetup.com/central-bank-digital-currencies-cbdc/)
Freedom of Speech Meetup Group
[https://www.meetup.com/silver-spring-freedom-of-speech-meetup-group/](https://www.meetup.com/silver-spring-freedom-of-speech-meetup-group/)
One way to make it more difficult for them them to impose a digital currency on us is to use cash.
Central Bank Digital Currency (CBDC)
With Digital Currency they can:
Have a complete government dossier on every detail of your life.
Use your purchase history to maintain a detailed social credit score for every person.
Provide tax breaks to corporations who hire people with admirable social credit scores.
Only grant government contracts to corporations with employees with admirable social credit scores.
Adjust health insurance premiums to incentivize people to develop admirable social credit scores.
Connect your social credit score with a digital ID to encourage you to look at only approved web sites when surfing the internet. Viewing conspiracy web sites could lower your Social Credit Score and make it difficult to get a job.
With their electronic chain around your neck, they can control where, when, how you travel, what food you are allowed to buy etc. They will love the power to only allow you to use your digital money only where they want you to shop and allow you to buy only what they prefer you to buy.
Require you to have to have a license to use your money. They will call it a Digital Currency License.
Require you to take any vaccine they want you to take to maintain your digital currency license.
Tax you in ways we have not even imagined.
Adjust your income tax rate based on your social credit score.
Use AI to increase your income tax rate if you eat too many hamburgers because they will tell you eating too many hamburgers will increase global warming. This is just one example of many behaviors they might not approve of.
Adjust individual prices for different individuals. They will be able to make you pay more per pound for hamburger if you purchased too much red meat during the past 30 days.
Require you to buy so many pounds of soy burger for every pound of hamburger to save the planet and increase the profits for the soy burger manufacturers.
Turn off the digital money of people they consider to be spreading misinformation.
Turn off the digital money of people they consider to be dangerous conspiracy theorists.
Turn off your money at 8 PM if they want a curfew at 8 PM
Turn off your money in another state if they do not want you to drive to another state without permission.
Turn off your money when buying guns or ammo if they do not want you to buy guns or ammo.
Turn off your digital money more than three miles away from your home if they want you to stay within three miles of your home during the next epidemic.
Etc. etc. etc.
From the standpoint of the government, one beauty of digital money is that your money is one “state emergency” away from being the government’s money. All they have to do is to take your digital money out of your Central Bank Digital Account for the “good of all”. It is not as easy for them to do this with physical cash, gold, stocks, or silver etc.
Anything they **can** do, they will do.
The essence of slavery is control. Digital Currency will enable them to make you, their slave.
(in a global digital concentration camp).
.
Practical Applications of Model Context Protocol (MCP)- Feb 2026 Edition
**Agenda :**
* 4.30 to 4.45 PM ET: Food and Networking
* 4.45 to 5.30 PM ET: "Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)"
Hello Everyone! Please join us for our Feb 10th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.**
**Title:** Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)
**Description:** This session explores how the Model Context Protocol (MCP) can be used to connect AI models with real-world tools and data.
Attendees will learn practical patterns for implementing MCP in production workflows and applications.
Through examples and use cases, the session highlights how MCP enables more capable, context-aware AI systems.
**Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station.
**Parking:** Parking is paid and can be validated at the AIS office reception.
We will meet in Room Lake Anne.
We hope to see you all there!!!!
Birding Banshee
Loudoun Wildlife Conservancy registration at [Birding Banshee - Loudoun Wildlife Conservancy](https://loudounwildlife.org/event/birding-banshee-february/)
Whether you’re a beginning birder or an expert, you’ll be thrilled by the many bird species you’ll find at **[Banshee Reeks Nature Preserve](http://www.loudounwildlife.org/Great_Places_Banshee_Reeks.htm)** south of Leesburg. Join Loudoun Wildlife Conservancy and Friends of Banshee Reeks for the monthly bird walk at this birding hot spot. Bring binoculars if you have them. ***Registration required.***
\*\*\*Questions: \*\*\**Contact Joe Coleman at [jcoleman@loudounwildlife.org](mailto:jcoleman@loudounwildlife.org).*
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.
Banshee Reeks - Loudoun County (Rating: D)
You must read the following NVHC Sign-in Sheet Statement/Liability Disclaimer, [https://nvhc.com/signin.pdf](https://nvhc.com/signin.pdf) and then answer the question that you will see when you RSVP with "I accept" to be permitted on the hike.
This is an 6 mile hike with 400' elevation gain in the Banshee Reeks Nature Preserve. [https://bansheereeksnp.org/](https://bansheereeksnp.org/). We follow our AllTrails route as we go through the many trails in this Preserve.
We hike at a pace of 2.5-3.0 mph while moving.
Dogs are permitted on this hike in accordance with the NVHC Dog Policy. [https://tinyurl.com/nvhcdogpolicy](https://tinyurl.com/nvhcdogpolicy)
Leader: Ed Brimberg 703-944-9920 (C)
[Rating: D](https://nvhc.com/hikeinfo/ratings/)
Meet: Plan to arrive at the Banshee Reeks Nature Preserve Visitor Center at 8:45am so we can get everyone checked in and start at 9:00am.
The address in Meetup may not get you to the exact location, use GPS Coordinates.
GPS coordinates: 39.028758, -77.599534 [https://goo.gl/maps/AADrS4iNX1kYTUZo7](https://goo.gl/maps/AADrS4iNX1kYTUZo7)
Park Entry Fee: $0.00
Alltrails Maps: [https://www.alltrails.com/explore/custom-routes/banshee-reeks-6-miles-7648732?u=i&sh=7cs7ov](https://www.alltrails.com/explore/custom-routes/banshee-reeks-6-miles-7648732?u=i&sh=7cs7ov)
Elite Networking Lunch: Elevate Your Connections
Attendance is $35 (cash, credit/debit card, or ApplePay - paid at the door), which includes water/soda/coffee, bread, choice of a plated lunch entrée, and a dessert assortment. Parking is also validated in the Reston Station garages (3 hours of validation).
Join one of Northern Virginia's most successful business networking groups (part of BNI). Open to the public and is typically attended by business owners, business developers, and entrepreneurs. Meetings are typically attended by 30-40 members and guests. \*\*\*PLEASE RSVP here: [REGISTER HERE](https://square.link/u/0WvC6Eir) \*\*\*If you do not register on the BNI website, there may not be a seat available for you.











