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Frequently Asked Questions

Yes! Check out documentation events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the documentation events taking place this week here. Plan ahead and join exciting meetups throughout the week.

Absolutely! Find documentation events near your location here. Connect with your local community and discover events within your area.

Documentation Events Today

Join in-person Documentation events happening right now

Morning Movement & Grace
Morning Movement & Grace
[Book Your Classes by Clicking This Link! ](https://crowndancestudio.com/group-classes/) Kick off your week from **11:00 AM to 12:00 PM wit**h focusing on the smooth, elegant foundations of Ballroom dance. This session is perfect for seniors and families looking to improve posture and balance through the Waltz, Foxtrot, and Tango in a low-pressure, welcoming environment. Price: $25 Drop-in, Membership **DOES NOT** include this class!
Open Hac
Open Hac
Welcome to our new home at the historic Tivoli Theater! Please check our details for access to the space on [our website](https://www.hacdc.org/visit/). Join the discord for questions / help getting in (use channel #let-me-in) [https://discord.gg/dNjuNhNmeT](https://discord.gg/dNjuNhNmeT)
MP(Mon)-Grass Volleyball: BB/A (Stevenson Park - FULL)
MP(Mon)-Grass Volleyball: BB/A (Stevenson Park - FULL)
## Please read all below before you sign up **Cost:** Free **Court Type:** Outdoor Grass **Level:** BB/A **Transportation:** Parking will be right by the grass. **What to bring:** at least 3 bottles of water and a ball/net if you have one. **8 persons per net max** **Host's Philosophy on This Event:** The purpose of this meetup is to create a fun and supportive environment where we can improve our skills, enjoy competitive games, and connect socially. While we do aim to play seriously and challenge ourselves, the focus is more on growth and enjoyment than simply winning at all costs. That’s why the title doesn’t include “competitive” or “social”—we want a healthy mix of both. We do expect a mindset geared toward learning and getting better over time. That said, this event isn’t intended for total beginners; an understanding of the game is expected so that everyone can contribute to meaningful and engaging matches. The host holds the right to remove you from the game if they believe that you are at a C level (absolute beginner). If you can't pass to the setter, for example, you are a beginner. **Skill Level:** 1. **If you want to know your level, please see the link below:** [Smiley Social Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/edit) **YouTube:** The games may be recorded and uploaded to our channel here: Let the host know if you have an issue with this. [Youtube](https://www.youtube.com/@mp02626) **ATTENDANCE:** **Player Selection:** Regulars > Your Vibe > Skills > \*Flaky-ratio (your attendance ratio) > New Members \*If you have attended 3 events and dropped 6, you may or may not be invited. Anyone with a flaky ratio of -.50 or lower. If you have a recent no-show, you may not be invited. The host takes attendance very seriously. Please remove yourself from the event (if you can't make it) as early as possible to allow others to join. You will be marked as a ***no-show*** if you don't show up to the event. [Smiley Social Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg/edit) **Q&A** *-Bringing your dog or cat is welcome and encouraged.* -Can I come if I don't know how to play? \*No, you may not. The host does teach a beginner's volleyball class that you may attend on Saturdays. -Can I be late or leave early? *The host expects you to be there **on time** and leave on time. If you need to come late or leave early, please let the host know ahead of time.* -Can I come even if I am not on the going list? \*No, sorry -How can I improve my flaky ratio? *You can attend other Smiley events. Commit to showing up.* -Why are new members accepted last? *Because they are the most flaky.* -NO SMOKING (anything) **Smiley Social Important Links:** 1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 2. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco) 3. [Volleyball Levels](https://docs.google.com/document/d/1PojSi4qdlRsv1msCHhvpQ43iDc4FfzQwpWCc3kafVMY/)
Quechua- Foreigner Level
Quechua- Foreigner Level
\#\# A low\-cost\, 6\-week beginner\-level Quechua course with the non\-profit organization\, the Global Language Network\. Ready to dive into the world of Quechua? Join our fun and interactive class designed especially for those new to the language. **Details** Quechua Foreigner with Julia Mondays from 7:00pm - 9:00pm ET Apr 6th to May 11th In-person, Farragut Square DC Ready to learn? **Register [HERE](http://%5B%5Bhttps://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D%5D(https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D)(%5Bhttps://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform%5D(https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform)) "\[\[https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform\](https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform)\](https://docs.google.com/forms/d/e/1FAIpQLSem9IdJEYqsE91SvfEEjIe8FuvoAjOusgE2ab_qkvm3apyjzg/viewform)").** **Additional Information** * GLN classes are open to everyone over 18 years of age. * Have a credit or stipend to apply to your payment? Learn more about our credit, stipend, and refund policy on the [Pricing & Course Levels page.](http://%5B%5Bhttps://thegln.org/pricing-%26-course-levels%5D%5D(https://thegln.org/pricing-%26-course-levels%5D)(%5Bhttps://thegln.org/pricing-%26-course-levels%5D(https://thegln.org/pricing-%26-course-levels)) "\[\[https://thegln.org/pricing-%26-course-levels\](https://thegln.org/pricing-%26-course-levels)\](https://thegln.org/pricing-%26-course-levels)") **About GLN** We are a Washington, DC-based 501(c)(3) non-profit organization with a mission to "Use Language as a Tool to Help Fix Our World." Since 2015 we have been rated #1 Best Language Classes in Washington, DC by Yelp! We are so happy and grateful to have you join our network and we appreciate your support of our mission.
Old Town Writing Workshop
Old Town Writing Workshop
Join us for a writing workshop! Please submit your pieces to our Google Drive folder here: https://drive.google.com/drive/folders/1nsiJVWLeZorK-uzvFDBckzMH3jc7V5PB?usp=drive_link When entering submissions, please consider the following guidelines: 1\. Keep submissions to approximately 2\,000 words\, maximum 2\. Consider adding a brief Author's Note to introduce your work and let us know what kind of feedback you are looking for 3\. Please ensure that your submission is appropriate for a general audience and include trigger warnings as necessary 4\. Try to post your submission by Saturday or Sunday at the latest so that people have time to read it before the event\. If you are coming to participate in Workshop, please read the submissions in the folder by Monday evening and prepare your feedback! We will aim to discuss each piece in the submission folder, although some pieces may be pushed to the following workshop if time runs short. Feel free to add your notes as comments on the document itself, write them up in a separate file, or jot them down so that you can provide them to the writer.
B&B Meeting: The Screwtape Letters -- C.S. Lewis
B&B Meeting: The Screwtape Letters -- C.S. Lewis
Everyone, please join us on Monday, May 11 at 7 p.m. to discuss [The Screwtape Letters](https://www.amazon.com/Screwtape-Letters-C-S-Lewis-ebook/dp/B002BD2V2Y/ref=tmm_kin_swatch_0) by [C.S. Lewis](https://en.wikipedia.org/wiki/C._S._Lewis)\. \| 222pp\. This timeless classic recounting the correspondence between two devils is one of Lewis’s most brilliant imaginative creations and has sold millions of copies worldwide. “My Dear Wormwood...."? Enter Screwtape, an experienced devil. His nephew Wormwood is just at the start of his career as a tempter and has been assigned to secure the damnation of an ordinary young man who has just become a Christian.? In this slyly humorous exchange, C. S. Lewis delves into moral questions about good and evil, temptation, repentance, and grace. This is a book for C. S. Lewis fans and anyone who wants to take a deep dive into what it means to be a human. Lewis uses The Screwtape Letters to convey religious concepts like temptation in an understandable way by exploring free will and how it is humanity’s greatest weakness as well as its greatest strength. Our meetings have a $3 fee, purely to offset the cost of Meetup. This can be paid via Venmo, Paypal, or in cash. We do not accept requests from authors to read their books. We will never ask for money beyond the above fee. If you receive offers purporting to come from the club they are part of an online scam.
Maxwell Park Wine Bar, DC 🍷  Monday May 11 Blind Wine Tasting (#29)
Maxwell Park Wine Bar, DC 🍷 Monday May 11 Blind Wine Tasting (#29)
Hello - The date for the May Maxwell Park Blind Tasting has been CHANGED to Monday, MAY 11. I apologize for the inconvenience but Maxwell Park just informed me that they cannot accommodate us on May 4 so we need to postpone the May meetup until the following Monday. For those people who have already paid, the payment will transfer to May 11. Those who can no longer attend, can request a refund up until 24 hours before May 11 but I kindly ask that you request your refund as soon as possible. PLEASE READ AS THERE IS AN IMPORTANT RECENT CHANGE for the blind tasting at Maxwell Park only: prepayment will be required to attend. Please note that refunds for cancellations are allowed up to 24 hours before the event start time. But please cancel as soon as you know.) Please bear with me as we navigate this new process. The real maximum number of attendees will remain at 14, but since the Meetup App won’t let me make it a requirement to pre-pay when you RSVP "Yes," I’m not going to set a cap on Meetup's RSVP list, and we will see how that goes. Because there is no linkage between the Meetup App and Maxwell’s prepayment link, you can’t rely on Meetup's RSVP feature to know if there are still spots available. You will only know with certainty that the attendee cap has been reached if you are rejected while trying to prepay. Here is the pre-pay link: [https://www.giftrocker.com/secure/Order/?h=79d20899](https://www.giftrocker.com/secure/Order/?h=79d20899) Let me know if you have any specific questions. Thank you for your patience as we transition to this new process! Maxwell Park is 4 blocks from the Mt. Vernon Sq/7th St-Convention Center. 🍷 RSVP Please: --**If your plans have changed, please change your RSVP to No.** *Note start time of 6:15 PM!* Please plan to arrive on time. 🍷 What is blind wine tasting? In a blind tasting you use your sense of smell, sight, and taste to try to deduce which variety(wine grape) is in your glass. 🍷 Do I need to be a wine professional? Definitely not - this group is experience diverse and we welcome both wine newbies and wine pros (and everyone else in between). 🍷 How does this work? --Please arrive slightly before 6:15pm to grab a seat. --Maxwell Park will serve us two wine flights: 3 white wines around 6:20 pm and 3 red wines around 7:30 pm. Each flight is $20. A 20% gratuity and tax is added to that. Food and other wines are also available for purchase. --We will discuss each flight as a group and try to reach somewhat of a consensus. Then comes the *big reveal* where we discover if our guesses were right. Full vaccination is required, masks are optional. Unfortunately, while we will try to be as careful as possible, we cannot promise that this will be 100% Covid risk free, please keep that in mind when deciding whether or not to attend. Stay home if you are experiencing any symptoms of Covid 19. Please keep an eye on this event for possible changes. Hope to see you there ! \~ Linda Lists of possible wines: [White Wine Varieties](https://www.mastersommeliers.org/sites/default/files/ES%20Tast-CMS%20Probable%20List%20of%20Examinable%20White%20Grape%20Varieties-NEW_2015.pdf) [Red Wine Varieties](https://www.mastersommeliers.org/sites/default/files/ES%20Tast-CMS%20Probable%20List%20of%20Examinable%20Red%20Grape%20Varieties-NEW_2015.pdf)

Documentation Events This Week

Discover what is happening in the next few days

Grafana & Friends DC: AI & Observability
Grafana & Friends DC: AI & Observability
🗒️ **Details** Grafana 13 just dropped at GrafanaCON 2026 and we're not wasting any time. Join us at [Clare & Don's Beach Shack](https://clareanddons.com/) in Falls Church, VA for a free hands-on meetup where we dig into what's actually new, what it means for your stack, and where observability is heading. If you work in DevOps, SRE, or platform engineering in the DMV, this is your people. Whether you've been running Grafana for years or you're just getting started, you'll leave with something useful. *** 📋 **Agenda** 🎉 **5:30 — Food & Introductions** Come hungry. We're at Clare & Don's, so you already know the vibes are good. Grab a bite, meet the people around you, and get settled in before the talks kick off. 🎙️ **6:00 – 6:30 — Tech Talk: Grafana 13 & AI in Observability** Grafana Assistant is now built into the platform and it changes a lot. We're breaking down what's new in Grafana 13, how AI is reshaping the way teams monitor and troubleshoot, and what this looks like in practice. Expect real talk from Grafana Labs engineers, not a sales pitch. **Speakers:** Rob Santos, Senior Solutions Engineer @ Grafana Labs Vishal Nakra, Senior Manager, Solutions Engineering @ Grafana Labs 💬 **6:30 — Networking & Open Q&A** Bring your questions, your war stories, and your opinions. This is the part where the good conversations happen. 🎁 **Don't forget** — we're doing a Grafana swag raffle on the way out. 🔚 **7:30 — Wrap Up** *** **Spots are free but limited — grab yours before they're gone.** We look forward to seeing you there! Speaker info and talk abstracts: Rob Santos, Senior Solutions Engineer @ Grafana Labs
International Day of Protest Against Shock Treatment Open House
International Day of Protest Against Shock Treatment Open House
International Day of Protest Against Shock Treatment Educational Open House Join us for an educational Open House in observance of the International Day of Protest Against Shock Treatment, an internationally recognized day focused on awareness, ethics, and human rights in mental health care. This event is designed to inform the public about electroconvulsive therapy (ECT)—its history, current use, reported risks, and the importance of informed consent, transparency, and patient rights. Through educational displays and guided discussion, attendees will have the opportunity to review documented information and see an excerpt of the documentary, *Therapy or Torture*. The Open House emphasizes the importance of ethical standards in mental health treatment and the need for safeguards that protect individuals from harm, coercion, or misuse of authority. What to expect: Educational exhibits and informational materials Historical and contemporary context on shock treatment Discussion on informed consent and patient rights A respectful, non-political learning environment This event is open to the public and intended for community members, students, professionals, advocates, and anyone interested in human rights and ethical mental health care. Quiet reflection, questions, and thoughtful conversation are welcome.
Architecting Governed Healthcare Data Platforms on AWS
Architecting Governed Healthcare Data Platforms on AWS
Healthcare organizations are increasingly using cloud-based real-world evidence (RWE) platforms to power clinical research, population health analytics, and AI-driven insights. However, building these systems on AWS introduces complex governance challenges around privacy, compliance, and multi-institution collaboration. This session explores how to architect data governance into healthcare analytics platforms on AWS, focusing on practical design patterns rather than policy theory. We examine how ethical data stewardship principles such as consent, accountability, and responsible data use, can be implemented using cloud-native controls and services. The presentation walks through key architectural considerations for secure RWE platforms on AWS, including role-based access control, auditability, data minimization, and encryption, and how these capabilities support compliance requirements such as HIPAA and GDPR. Attendees will learn how federated, multi-account AWS architectures enable collaboration across institutions while preserving local data ownership and control. We will also discuss privacy-preserving analytics patterns on AWS, including approaches that support federated learning, differential privacy, and secure computation to enable AI-driven insights without exposing raw patient data. Practical implementation trade-offs such as performance, scalability, and operational complexity will be highlighted using real-world platform scenarios. Attendees will leave with actionable AWS architecture patterns and governance strategies for building secure, compliant, and scalable real-world evidence platforms that unlock innovation while maintaining patient trust.
Yoga for Everyone – Gentle Flow & Meditation
Yoga for Everyone – Gentle Flow & Meditation
Theme: Gentle Flow Yoga & Meditation Level: Beginner to Intermediate Time: Sunday 9:00 – 10:00 AM Location: Bluemont park Cost: Free What to bring: Yoga mat, water, comfortable clothing Location: Basketball court of Bluemont park, google map 38°52'06.2"N 77°07'52.0"W Parking: South Bluemont Parking Area About the session *A gentle flow-based yoga session to move, stretch, and reconnect with your body. We may include simple breathing techniques and a short meditation session. - This is not a high-intensity class. You are welcome to go at your own pace and take breaks anytime. *Suitable for beginners and regular practitioners. Notes - Light food is recommended before practice *Outdoor session: feel free to bring sunscreen, towel, or anything you need - Please be mindful of your own body and practice within your limits By joining, you acknowledge that you are responsible for your own health and well-being during the session. About the host 200h Yoga Teacher Training (2019) Long-term yoga practitioner and part-time teacher 🌿 May you find a moment of ease and connection in your practice. **Smiley Social documents:** 1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 2. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)
Bikablo Basics - Day 1
Bikablo Basics - Day 1
**Begin your bikablo journey!** In this very full training day, you will learn and practice how to do all of the following and walk out the door with skills you can use at work (or play) the very next day! * Learn to hold the pen, draw clean lines, and structure your space on the flip chart * Create graphics and text containers/geometric shapes, objects and symbols * Discover the easy ways the bikablo® method provides to draw people, roles, groups, and situations * Use simple and fast options to color elements and spaces to support the graphic structure * Improve your handwriting—make it more legible and attractive—on flip charts… and more! **Location:** **IN PERSON** at Brian's Lizard Brain Studio in Herndon, Virginia. Exact address to be shared with registered participants. **Cost:** $600, payable to Jill Greenbaum. Go to Jill's calendar [here](www.jillgreenbaum.com/calendar), to choose and register for this course. **You MUST register with Jill to attend!**
Mentor Social: Ariel Yoga
Mentor Social: Ariel Yoga
Bikablo Basics - Day 2
Bikablo Basics - Day 2
**Take your skills to the next level!** Maybe you’re feeling ready to jump into Day 2. How are you feeling about the speed with which you draw icons, symbols, and figures? How do you introduce emotions into your posters? Would you like to improve your handwriting and lettering skills? Have you worked with mobile elements? Step into the opportunity to capture live conversations using a simple, elegant technique for creating visually appealing charts There’s so much to learn and integrate into your repertoire. ***NB: bikablo Day 1 training is a prerequisite for this program, as we will complete one review exercise of learning from Day 1, and then we will move into new territory!*** **Location:** **IN PERSON** at Brian's Lizard Brain Studio in Herndon, Virginia. Exact address to be shared with registered participants. **Cost:** $600, payable to Jill Greenbaum. Go to Jill's calendar [here](www.jillgreenbaum.com/calendar), to choose and register for this course. **You MUST register with Jill to attend!**

Documentation Events Near You

Connect with your local Documentation community

Building Agents with Microsoft Agent Framework
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.
COhPy Monthly Meeting
COhPy Monthly Meeting
**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com
In Person Event: The Secrets to Mental Health
In Person Event: The Secrets to Mental Health
Mental Health, how do you understand it? How can you improve it? How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Have you ever suffered from a traumatic experience, a deep loss or been through a painful breakup? Has your ability to communicate suffered as a result? And after that, even though you "moved on" did you find that things were never quite the same? Have you ever looked at childhood photos, or reminisced your early life and wondered where that happiness and spark went? Are your emotions out of your own control? Have you ever felt, even if you aren’t aware of it, that possibly you are getting in your own way of your happiness and success? How does this affect your self-confidence? Find out what is at the root of all stress, anxiety, depression and self-doubt. Find out how and why you hold yourself back from achieving your goals and having the life you have dreamed of. As soon as you learn what is at the root of these unwanted conditions, you’ll see it is something you can DO something about. You will not be labeled or categorized at this MeetUp. This group is hosted by the Dianetics and Scientology Life Improvement Center of Central Ohio.
CBusData - Practical AI for Power BI Developers
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.
Free in-person event: Take Control of Your Mental Health
Free in-person event: Take Control of Your Mental Health
It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Have you ever suffered from a traumatic experience, a deep loss or been through a painful breakup? Has your ability to communicate suffered as a result? And after that, even though you "moved on" did you find that things were never quite the same? Have you ever looked at childhood photos, or reminisced your early life and wondered where that happiness and spark went? Are your emotions out of your own control? Have you ever felt, even if you aren’t aware of it, that possibly you are getting in your own way of your happiness and success? How does this affect your self-confidence? Find out what is at the root of all stress, anxiety, depression and self-doubt. Find out how and why you hold yourself back from achieving your goals and having the life you have dreamed of. As soon as you learn what is at the root of these unwanted conditions, you’ll see it is something you can DO something about. You will not be labeled or categorized at this MeetUp.
TBD
TBD
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com