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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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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.
The Pros and Cons of Service Consistency
In an era focused on scalable efficiency, the pursuit of absolute service consistency is often seen as the ultimate goal. But what is gained and what is lost when service offerings are entirely predictable? Does aiming for uniformity stifle necessary adaptation and human connection?
Join us for an intimate discussion exploring the often overlooked trade-offs of **service consistency**. We'll dive into when consistency builds “trust and reliability”, and when it becomes “a barrier to designing flexible, empathetic, and truly customer-centric experiences”.
**#ServiceDesign #ServiceConsistency #ServiceManagement**
**What’s a Service Design DC salon?**
Our salons are an excellent opportunity to connect with fellow designers, engage in meaningful conversations, and gain fresh perspectives on the evolving landscape of our field. Space is limited to ensure an intimate atmosphere and encourage deeper conversations.
Whether you have been to a past salon or will be a first timer, we’d be happy to have you join this group discussion of service design practitioners and enthusiasts in the Washington D.C. area!
**Evening Agenda**
* 6:00 P.M. - Doors Open / Socializing \*
* 6:30 P.M. - Salon begins
* 8:00 P.M. - Salon Wraps up
\*We will provide light refreshments, including food and drinks, during the salon.
**Note about RSVPs:**
* Due to the limited number of available spots, we kindly request that you update your RSVP if you are unable to attend so others may have the opportunity to join. Thank you for your understanding.
***
Many thanks to our host and sponsor, **Technical Assent!**
*At Technical Assent, we believe that government can be a platform for service innovation where services can be designed to be more relevant to customers, more reliable, and delivered at a lower cost.*
*Our company exists to build high-performing government service organizations — government-to-citizens (G2C), government-to-government (G2G), and shared services. Our approach is unique in that we improve service performance from the bottom-up, starting with customer experience. We use that insight to design and modify the talent, tools, and technology that deliver government services to each customer. Technical Assent is a Service-Disabled Veteran Owned Small Business appraised at CMMI-SVC Level 3.*
Community Connecting - Mentor | Mentee Business Matchmaking
## **1 Million Cups Loudoun Special Event: Mentor–Mentee Business Matchmaking**
**Tuesday\, February 11 \| 9:00 AM – 10:00 AM**
**Venture X Loudoun**
Join us for a special edition of 1 Million Cups Loudoun designed to spark meaningful connections and accelerate business growth.
Our **Mentor–Mentee Business Matchmaking Session** brings together entrepreneurs seeking guidance with experienced professionals ready to share their knowledge, insight, and real-world perspective. This live, interactive session is intentionally structured to help foster relationships that extend far beyond the meeting room.
Whether you’re navigating a new stage of business, facing a challenge, or simply looking for trusted advice, mentorship can be one of the most powerful tools in your entrepreneurial journey.
**What to Expect:**
* Facilitated mentor–mentee introductions
* Purposeful conversations focused on business growth
* Opportunities to exchange ideas, experiences, and strategies
* A supportive environment built on collaboration and community
**Who Should Attend:**
* Entrepreneurs looking for guidance and fresh perspective
* Business owners ready to give back as mentors
* Leaders who value connection, collaboration, and community-driven growth
At 1 Million Cups Loudoun, we believe entrepreneurs grow stronger together — and this session is designed to help make those connections happen in real time.
Come ready to connect, learn, and take the next step in your business journey.
Insight Meditation of Northern Virginia
Whether you're new to Insight meditation or an advanced practitioner looking for like-minded people to sit with, you're welcome to join us at our Sunday morning drop-in group, sponsored by the Insight Meditation Community of Washington. Insight meditation cultivates our natural wisdom and compassion. Meditation practice develops concentration, which allows us to calm and steady the mind.
This class includes a 30-minute lightly-guided meditation, followed by a short talk and time for questions and discussion. The size of the group usually runs somewhere between 25-40 people in-person and between 12-25 online. Chairs are provided, or you may bring a sitting cushion or bench. You may also use the blankets and bolsters offered by the yoga studio.
**We offer both in-person and online attendance.**
To learn more about our topics and teachers, view our videos or **get the Zoom link**, visit our [class page](https://imcw.org/event/?eventId=735&utm_source=MeetUp&utm_medium=referral&utm_campaign=vienna-drop-in).
















