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Yes! Check out cpa exam events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the cpa exam events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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CPA Exam Events Today
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Meditations by Marcus Aurelius - Book 4: Part 2
* **read event description before signing up**
* **register on Meetup to attend**
* **update RSVP if plans change**
* **arrive at 2.50pm**
* **read the Book before session**
* **review the Questions**
[Book 4 - Part 2 - verses 25-51](https://en.wikisource.org/wiki/The_Thoughts_of_the_Emperor_Marcus_Aurelius_Antoninus/Book_IV)
*Reading Time - 16 minutes*
*Prior knowledge is not required*
[Gregory Hays translation used in session](https://www.amazon.co.uk/Meditations-Translation-Modern-Library-Classics/dp/0812968255/ref=sr_1_1?crid=1DYZJGWO42PUG&keywords=meditations+gregory+hays&qid=1656706450&s=books&sprefix=Meditations+Gregory%2Cstripbooks%2C91&sr=1-1)
Meditations is one of the greatest works of spiritual and ethical reflection ever written. With a profound understanding of human behaviour, Marcus provides insights, wisdom, and practical guidance on everything from living in the world to coping with adversity to interacting with others.
Explore this timeless collection that has been consulted and admired by leaders, readers and thinkers throughout the centuries.
**Questions we'll explore**
1\. A philosopher without clothes and one without books\.
“I have nothing to eat,” says he, as he stands there half-naked, “but I subsist on the logos.”
And with nothing to read, I subsist on it too. (30)
*What do you make of this?*
2\. Then what should we work for?
Only this: proper understanding; unselfish action; truthful speech.
A resolve to accept whatever happens as necessary and familiar, flowing like
water from that same source and spring. (33)
*What are the implications?*
3\. To pass through this brief life as nature demands\.
To give it up without complaint.
Like an olive that ripens and falls.
Praising its mother, thanking the tree it grew on. (48)
*How do you feel about this?*
4\. So remember this principle when something threatens to cause you
pain: the thing itself was no misfortune at all;
to endure it and prevail is great good fortune. (49a)
*Do you agree or disagree?*
5\. Take the shortest route\, the one that nature planned—to speak and act in the healthiest way\.
Do that, and be free of pain and stress, free of all calculation and pretension. (51)
*How would you go about this?*
**To fund the costs of** [room hire](https://bunhillquakers.org.uk/files/2025_bunhill_booking_info_trifold.pdf) **and** [Meetup subscription](https://www.meetup.com/blog/new-organizer-pricing-key-improvements/) **£15 is payable**
To minimise admin there are no refunds/credits unless the meeting is cancelled. Refunds exclude Meetup/PayPal fees.
**If you sign up and can no longer attend, please Edit RSVP asap to "Not going" so someone else can take your spot.**
There is no waiting list if the event is full. Please check this Meetup page on the day of the event, as a spot may become available if there is a late cancellation.
**If you sign up, and do not Edit RSVP to "Not going", and are a no show, you will be removed from the Group and can rejoin after 3 months.**
Personality Testing & Consultation
\#\#\#\# Step 1: TAKE THE TEST
The Oxford Capacity Analysis identifies 10 vital personality traits that influence your entire future.
It is a factual, scientific analysis taken from your answers, and it takes about an hour to complete.
\#\#\#\# Step 2: GET YOUR RESULTS
After you complete the test, your personality analysis is generated and displayed. Within minutes your analysis will highlight your strengths and weaknesses—which personality traits to take advantage of and which need help.
\#\#\#\# Step 3: CONSULTATION
While the analysis graph shows distinct personality traits, it is the interrelationship of these traits that provides the greater picture of your personality.
We provide a complimentary consultation with one of our trained staff, who will give a detailed evaluation of your personality analysis.
In this one-on-one consultation, you gain a better understanding of your personality strengths and weaknesses, and establish the recommended path to your fast and lasting success.
Free Personality Analysis - Find Your Strengths and Weaknesses
You want to do your best!
You want to realise your potential!
You want to make the right decisions at the right time!
Obviously- you want to be a success!
Do you have all the skills in place?
Do you have areas in your life or personality that are weaker and you feel can stop you or hold you back?
Would you like a free personal consultation to help locate your strengths and weaker areas?
We can help you to maximise on your potential.
If you would like a free 1 hour consult then register now!
We have various times available for your own personal consultation
This is hosted at the Scientology Life Improvement Centre in London.
We use the Oxford Capacity Analysis test.
https://www.scientology-london.org.uk/personality-test/
Tarot Practice @Mikis
Meet up fee £7 to be paid at the beginning of the meet up.
Card or cash payments.
Meeting at Mikis Paradise Cafe.
Please bring your favourite Tarot deck.
CPA Exam Events This Week
Discover what is happening in the next few days
Sunday Afternoon Tea and a Film
SCIENTOLOGY **TOOLS** **FOR LIFE**
What if you had simple tools which you could use to improve your relationship with others?
What if a step-by-step procedure could help you achieve your goals in life?
What if you could learn the secret to mastering any subject you
wanted to master?
Come and find out!
Mandarin Learning Games 语言学习游戏!
3rd Sunday of every month, unleash your inner language ninja with our fun Mandarin learning games! Get ready to ditch stale textbooks and rote memorisation, and watch your language skills truly skyrocket!
These monthly gatherings are designed for you to:
* **Boost Conversational Confidence:** Engage in lively, real-time communication that feels like play, not practice.
* **Sharpen Your Listening Skills** as you navigate thoughtfully designed game scenarios and interact with fellow learners.
* **Expand Your Vocabulary:** Effortlessly pick up new words and phrases, enabling you to express yourself with precision and richness.
* **Retain More, Stress Less:** Experience the power of learning through fun, making new vocabulary and grammar stick with less effort!
**What Makes Our Language Games Special:**
Unlike traditional lessons, our sessions are a unique blend of structured fun and effective learning:
* **Immersive & Interactive:** We transform language concepts into engaging, team-based games that facilitate natural conversation and active participation.
* **Relaxed & Supportive Environment:** Forget competition! Our classroom setting is designed to be comfortable and non-intimidating, encouraging everyone to experiment and learn at their own pace.
* **All Levels Learn Together:** You'll consolidate what you already know while effortlessly picking up new vocabulary from our well-facilitated activities.
* **Expert Guidance:** Our experienced tutor provides active language support, ensuring every activity is both enjoyable and highly effective for language improvement.
* **Suitable for All Levels!** (For beginners: if you have more than 20 hours of Mandarin learning, you're good to join us!)
**Session Details:**
🗓️ **When:** 3rd Sunday of every month
⏰ **Time:** 2:00 PM - 4:00 PM
**💰 Price:** £10 - [Tap for Easy Payment](https://monzo.com/pay/r/china-unbound_eTW5aAZoqiDQ3p) (To secure your spot, please complete payment when you RSVP)
Join us, and accelerate your road to fluency today! We can't wait to welcome you.
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**Take your Mandarin beyond the event.** 🤝 If you’re looking for a bit more structure to go along with your conversation practice, let’s chat! We're offering **FREE 1-on-1 advice sessions** to help you find the perfect learning path. Get a professional assessment of your level so you can study with confidence. **No commitment** required. [Book your Free Session](https://eu.bigin.online/org20070515371/bookings/course-advice)
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**China Unbound** is the best place to learn practical Chinese for adults.
While most schools prioritise grammar and writing, China Unbound empowers you to confidently converse, understand, and actively apply Chinese in real-world situations. Join us and discover a fun, fast, and personalised way to master Chinese!
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**Hear From Our Learners:**
"The Language games session provides a well-structured and immersive way of learning. Even as a beginner I am able to practice all aspects of the language and have learnt a lot whilst having fun!" - Jeremy Smithers
"The Sunday games session is in a classroom environment but relaxed with organized team-based games designed to facilitate conversation. It’s a good way to consolidate what you know and pick up some new vocab. The folks who attend vary massively in ability so it’s not competitive, but more a chance to learn from people who are more advanced and help along newbies. I recommend it!" - Mark Mansell
**FAQ 常见问题::**
**What if I don’t feel my Chinese is good enough to join?**
Don’t worry, our hosts will be on hand to offer support and help you participate. Many are also group exercises, so you can lean on stronger members too.
**What games will I be playing?**
You'll be diving into a variety of engaging and interactive language activities specifically designed to match your proficiency level! Think fun, familiar formats like Articulate, and creative role-play scenarios.
Our games are carefully designed (by us!) to intensively develop your speaking and listening abilities, providing you with comprehensive language input.
In addition, every game is expertly facilitated by our experienced tutors. They provide real-time support and guidance, ensure activities are well-structured for optimal learning, and offer clear explanations and consolidation of any new vocabulary or concepts that emerge. It's learning through play, with expert support!
**I’m not into games, is it still for me?**
Yes!! Think of it as immersive practice, not gaming. Even if you’re not a gamer, you will enjoy learning Mandarin this way! Our activities are designed to boost your vocabulary, pronunciation, and fluency in a natural and engaging way.
**Are there any discounts for Chinese lessons for members?**
Yes, you can use code MEETUP10 for your exclusive £10 discount on our [Chinese courses](https://china-unbound.co.uk/personal/) site-wide!
Tarot Minor Arcana Course 2 dates
[🎟️ Purchase Ticket Here 🎟️](https://dandelion.events/e/o2pky)
## TAROT MINOR ARCANA COURSE
In this course, we will explore the 56 Minor Arcana in depth, uncovering how they speak to the rhythms of everyday life from emotions and relationships to work, challenges, and personal growth.
We’ll approach the Minor Arcana through three core lenses:
* **Numerical Value:** understanding the progression from Ace to Ten as a journey, revealing cycles of initiation, development, tension, and completion
* **The Four Suits** : Cups, Swords, Wands, and Pentacles, each representing a different element and dimension of human experience (emotional, mental, creative, and material)
* **Archetypes & Symbolism:** learning to read beyond keywords and connect with the deeper patterns and stories each card expresses

We will also dive into the **Court Cards**, often seen as some of the most nuanced and complex figures in the deck. Through personality systems and archetypal frameworks, you’ll learn how to interpret them as:
* Different character types and psychological traits
* Energies we embody at different stages of life
* Reflections of real people and relational dynamics in readings
This course is rooted in the **Marseille Tarot**, known for its rich symbolic language, which encourages intuitive and interpretive reading. However, you are warmly invited to bring any deck you feel connected to - each one carries its own visual language, and sharing these perspectives will deepen the collective experience.
Whether you are new to tarot or looking to deepen your practice, this course will help you move from memorisation to intuitive understanding, building confidence in your readings and your personal connection to the cards.
FREE Tea and Homemade Biscuits will be available during the course.
### **VENUE**

Join us at 3pm on Sunday 19th April at **21 Sid Coffee,** a cosy cafe and bakery in London Fields.
🌿🥂Fitness, Wellness & Connection Social
Join us for a relaxed and inspiring evening of connection in the elegant lobby and bar at DoubleTree by Hilton London. 💖
This is your opportunity to meet like-minded people who are passionate about fitness, wellness, healthy ageing, and living with more energy and balance. Share stories, experiences, insights, and build meaningful connections over premium tea, coffee, healthy snacks, or a refreshing drink. 🌿🥂
Whether you attended the main workshop or are joining us exclusively for networking, everyone is warmly welcome — women and men alike!
**Networking Phase Details:**
* **Time:** Following the main event (approx. 4:00 PM onwards)
* **Venue:** Comfortable Lobby & Bar, DoubleTree by Hilton London 92 Southampton Row, WC1B 4BH
* **Open to:** New attendees joining just for networking
Limited spaces available. Come as you are and leave feeling energised, connected, and inspired! 🌟
### \*\*\*\*\*\*\*
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\*\*\*\*\*\*\*
**Some Tips:**
1. **Let’s all commit to updating our RSVPs if plans change**—it helps us plan better and ensures great attendance for everyone. If you RSVP “yes” but don’t attend and don’t update your RSVP, you may be removed from the group to keep things fair. No stress, though—you can rejoin for a small £10 fee! Just send me a DM, and I’ll share the PayPal details to get you back in.
2. **Turn Up on Time at the start!** This helps the quality of the event and helps you.
3. If you are struggling with the **app**, use the web page instead, that's what I use.
4. **Attendee Numbers & Guest Lists:** We have this event listed at least on two groups and the guest list includes attendees from all. You can see the list of attendees here:
[https://www.meetup.com/zensingles/](https://www.meetup.com/zensingles/)
[https://www.meetup.com/cityzenlondon/](https://www.meetup.com/cityzenlondon/)
[https://www.meetup.com/LoveLife](https://www.meetup.com/LoveLife)
5. **Join our** **social media**:
**Instagram**: [https://www.instagram.com/cityzen.london/](https://www.instagram.com/cityzen.london/)
**X:** [https://x.com/CityZenLondon](https://x.com/CityZenLondon)
6. **Our WhatsApp group:** [See private comment in the comments section below]. We have a few rules including no ads, no DMs unless recipient is in the "Direct Messaging List" or risk removal and £10 rejoin fee.
7. **Support Our Amazing London Event Hosts! 🙌**
Our incredible crew of hosts is the heartbeat of London’s buzzing meetup scene, bringing people together for unforgettable experiences that spark connection, growth, and fun! 🌟 From museum adventures to flirty dating mixers, these rockstar hosts pour their energy, time, and passion into creating events that level up your social and communication skills. But hosting isn’t easy—it takes resources, effort, and heart. 💖
Please consider supporting our hosts with a donation to keep the good vibes flowing and help us make London the ultimate social hub! 🚀 Below, meet our hosts for this event and see how you can chip in to fuel their amazing work.
**Zen & The Meetup Groups**
*The Visionary Social Connector*
Zen, our AI guru with 25 years in the game, founded these meetups to transform his own social skills and now helps others do the same. From sparking in-person networking to coordinating epic events, Zen’s passion for connection is unstoppable. Help him keep the momentum going!
Support Zen: Donate to cover event planning tools, venue bookings, and more. **[Donation Link](https://paypal.me/Zenswalks)**
\*\*\*\*
**Disclaimer, Liability Waiver & Media Consent**
By attending this event, you acknowledge and agree to the following:
**Organiser Identity** – The organiser operates under the community name **“ZEN”**, which is used as an alias for privacy and branding purposes. By joining, you understand that “ZEN” refers to the organiser and/or designated hosts of this event. **Assumption of Risk** – You understand and accept that participation in any social, recreational, or group activity involves inherent risks, including but not limited to personal injury, illness, property damage, or other unforeseen incidents. You voluntarily choose to attend at your own sole risk. **Personal Responsibility** – You are solely responsible for your own safety, health, wellbeing, and personal belongings at all times. It is your responsibility to exercise good judgment, act responsibly, and take appropriate precautions before, during, and after the event. **No Organiser Liability** – The organiser, hosts, volunteers, and the community known as **ZEN** accept no responsibility and shall not be held liable for any injury, loss, damage, accident, theft, or any other issue that may arise as a result of your participation. **Guests** – If you bring guests, you accept full responsibility for their conduct, safety, and understanding of this disclaimer. **Independent Event** – This event may be held in conjunction with other social or non-singles meetup groups. ZEN is not responsible for the actions, behaviour, or arrangements of any third parties. **Media Consent** – By attending this event, you consent to being photographed, filmed, or recorded. You grant ZEN and its organisers the irrevocable right to use such images and recordings for promotional, marketing, social media, and community purposes without compensation or further approval. If you do not wish to be photographed or recorded, it is your responsibility to inform the organiser in advance and to remove yourself from areas where filming or photography is taking place. **Acceptance of Terms** – By attending, you confirm that you have read, understood, and accepted this disclaimer. You release ZEN, its organisers, hosts, volunteers, and members from all claims, demands, or causes of action, whether known or unknown, arising out of your participation or the use of photography/videography captured at the event.
Your attendance at this event signifies your full acceptance of this policy. If you do not agree, you should not attend.
🌿🥂Singles Fitness, Wellness & Connection Mixer
Join us for a relaxed and inspiring evening of connection in the elegant lobby and bar at DoubleTree by Hilton London. 💖
This is your opportunity to meet like-minded people who are passionate about fitness, wellness, healthy ageing, and living with more energy and balance. Share stories, experiences, insights, and build meaningful connections over premium tea, coffee, healthy snacks, or a refreshing drink. 🌿🥂
Whether you attended the main workshop or are joining us exclusively for networking, everyone is warmly welcome — women and men alike!
**Networking Phase Details:**
* **Time:** Following the main event (approx. 4:00 PM onwards)
* **Venue:** Comfortable Lobby & Bar, DoubleTree by Hilton London 92 Southampton Row, WC1B 4BH
* **Open to:** New attendees joining just for networking
Limited spaces available. Come as you are and leave feeling energised, connected, and inspired! 🌟
### \*\*\*\*\*\*\*
\*\*\*\*\*\*\*
\*\*\*\*\*\*\*
**Some Tips:**
1. **Let’s all commit to updating our RSVPs if plans change**—it helps us plan better and ensures great attendance for everyone. If you RSVP “yes” but don’t attend and don’t update your RSVP, you may be removed from the group to keep things fair. No stress, though—you can rejoin for a small £10 fee! Just send me a DM, and I’ll share the PayPal details to get you back in.
2. **Turn Up on Time at the start!** This helps the quality of the event and helps you.
3. If you are struggling with the **app**, use the web page instead, that's what I use.
4. **Attendee Numbers & Guest Lists:** We have this event listed at least on two groups and the guest list includes attendees from all. You can see the list of attendees here:
[https://www.meetup.com/zensingles/](https://www.meetup.com/zensingles/)
[https://www.meetup.com/cityzenlondon/](https://www.meetup.com/cityzenlondon/)
[https://www.meetup.com/LoveLife](https://www.meetup.com/LoveLife)
5. **Join our** **social media**:
**Instagram**: [https://www.instagram.com/cityzen.london/](https://www.instagram.com/cityzen.london/)
**X:** [https://x.com/CityZenLondon](https://x.com/CityZenLondon)
6. **Our WhatsApp group:** [See private comment in the comments section below]. We have a few rules including no ads, no DMs unless recipient is in the "Direct Messaging List" or risk removal and £10 rejoin fee.
7. **Support Our Amazing London Event Hosts! 🙌**
Our incredible crew of hosts is the heartbeat of London’s buzzing meetup scene, bringing people together for unforgettable experiences that spark connection, growth, and fun! 🌟 From museum adventures to flirty dating mixers, these rockstar hosts pour their energy, time, and passion into creating events that level up your social and communication skills. But hosting isn’t easy—it takes resources, effort, and heart. 💖
Please consider supporting our hosts with a donation to keep the good vibes flowing and help us make London the ultimate social hub! 🚀 Below, meet our hosts for this event and see how you can chip in to fuel their amazing work.
**Zen & The Meetup Groups**
*The Visionary Social Connector*
Zen, our AI guru with 25 years in the game, founded these meetups to transform his own social skills and now helps others do the same. From sparking in-person networking to coordinating epic events, Zen’s passion for connection is unstoppable. Help him keep the momentum going!
Support Zen: Donate to cover event planning tools, venue bookings, and more. **[Donation Link](https://paypal.me/Zenswalks)**
\*\*\*\*
**Disclaimer, Liability Waiver & Media Consent**
By attending this event, you acknowledge and agree to the following:
**Organiser Identity** – The organiser operates under the community name **“ZEN”**, which is used as an alias for privacy and branding purposes. By joining, you understand that “ZEN” refers to the organiser and/or designated hosts of this event. **Assumption of Risk** – You understand and accept that participation in any social, recreational, or group activity involves inherent risks, including but not limited to personal injury, illness, property damage, or other unforeseen incidents. You voluntarily choose to attend at your own sole risk. **Personal Responsibility** – You are solely responsible for your own safety, health, wellbeing, and personal belongings at all times. It is your responsibility to exercise good judgment, act responsibly, and take appropriate precautions before, during, and after the event. **No Organiser Liability** – The organiser, hosts, volunteers, and the community known as **ZEN** accept no responsibility and shall not be held liable for any injury, loss, damage, accident, theft, or any other issue that may arise as a result of your participation. **Guests** – If you bring guests, you accept full responsibility for their conduct, safety, and understanding of this disclaimer. **Independent Event** – This event may be held in conjunction with other social or non-singles meetup groups. ZEN is not responsible for the actions, behaviour, or arrangements of any third parties. **Media Consent** – By attending this event, you consent to being photographed, filmed, or recorded. You grant ZEN and its organisers the irrevocable right to use such images and recordings for promotional, marketing, social media, and community purposes without compensation or further approval. If you do not wish to be photographed or recorded, it is your responsibility to inform the organiser in advance and to remove yourself from areas where filming or photography is taking place. **Acceptance of Terms** – By attending, you confirm that you have read, understood, and accepted this disclaimer. You release ZEN, its organisers, hosts, volunteers, and members from all claims, demands, or causes of action, whether known or unknown, arising out of your participation or the use of photography/videography captured at the event.
Your attendance at this event signifies your full acceptance of this policy. If you do not agree, you should not attend.
How To Achieve Self-Confidence!
In this live and in-person seminar you will have an opportunity to explore how you could possibly improve YOUR self-confidence.
How does a lack of confidence affect you?
Is it in personal relationships? In the professional arena? In meeting new people in social groups? Or just within yourself and having your own confidence to do what you would really like?
This seminar is geared toward you.
Come and discover what could be a real boost for you!
Personal interviews are offered and personal recommendations can be made to assist you in life.
The seminar is presented to you by an experienced life improvement consultant from the Church of Scientology London.
All references are taken from the works of L Ron Hubbard.
CPA Exam Events Near You
Connect with your local CPA Exam community
Psychic Development Series II - Pueo Group
Private Group. Closed to the Public
Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy.
In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected.
The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve.
I look forward to sharing and discovering with you. - Cynthia
Pranic Healing Level I - PH I--- DAY 2 of 2
MCKS PRANIC HEALING® Level I
In PRANIC HEALING® Level 1, you learn the basics of working with your energy aura, including learning to "scan," or feel the energy, to "sweep," or clean away congested energy, and to "energize," or supplement areas in your aura that have a pranic deficiency.
PRANIC HEALING® has been taught to doctors, nurses, massage
therapists, acupuncturists, chiropractors, shiatsu practitioners, and many others in the healing field. It has allowed them to heal confidently and consistently in the shortest learning time possible. These professionals find PRANIC HEALING® very effective and easy to apply.
Other topics covered in PRANIC HEALING® Level 1:
Energetic anatomy: You will learn to work with the network of chakras, meridians and auras to accelerate the healing processes of your body.
Preventive healing: You will learn to remove the negative energetic patterns of a disease to prevent it from fully manifesting as a physical ailment.
Self-Pranic healing: You will learn to apply these healing techniques to accelerate your own healing.
Step-by-step techniques for ailments related to your:
respiratory system, e.g., asthma,; circulatory system, e.g., heart ailments; gastrointestinal system, e.g., irritable bowel syndrome; musculoskeletal system, e.g., arthritis and back pain; reproductive system, e.g., menstrual problems. You'll also learn how to address common problems as migraines and sinusitis.
Additionally, you'll learn to apply distant healing to loved ones who are not present in the room with you.
All PRANIC HEALING® courses are "experiential," which means that you learn by actually performing the techniques and exercises in class - on yourself and those around you. During class, all the principles will be explained thoroughly and you will practice the techniques exhaustively so you will be confident in your ability to produce positive results when you finish the course.
This is Day 2 of 2 Attendance at day one is required to attend day 2.
The Course text book is Choa Kok Sui, "Miracles through Pranic Healing" Please bring this with you to class.
PRANIC HEALING® Level 1 is a prerequisite to all other GMCKS courses.
For those interested to review the class...Review fee is only $75!!
LOOK AT THIS!! Review for FREE when you bring a new student to class with you.
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
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
General Business Networking - Columbus
**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.**
Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join.
Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started.
**\*\*This will be a multi-vertical event\*\***
**There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!**
Pack some business cards and come with an open mind!
Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future.
We will have a space for our event to check-in.
The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe).
Name tags will be provided.
Business casual dress code. Job fair attire.
**Remember, it's not who you know, it's who you meet tomorrow!**
We look forward to meeting you at the event!
Sincerely,
Strive Networking Team
*Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.*
*Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*

















