Human Resources

This seminar is for improving your communication skills, so you can achieve greater success in life. We will especially focus on a life tool that you can easily learn and use to improve your: - \- Interviews \- Public speaking \- Communication with strangers \- Connection with co\-workers \- Comfort with various social situations\. \- Handling upsets \- Getting along with others better\. \- Meeting new people\. This seminar invites your feedback and input. You could learn some new skills and we would love for you to be able to practice this also. You will learn an amazing life tool that you can put into practice right away! We also offer free one-to-one appointments to be made after the seminar if you require a bit of extra coaching or tips. From the Scientology Life Improvement Centre

Your survival depends on knowing who you can rely on. But how can you tell who your real friends are? How can you determine if a person will help make a joint venture successful? Is there a way to predict behavior? Yes. There are fundamental elements to human behavior. When you know them you have insight into your fellow man, and just by observing how people act, you will know *everything* about them. #### On this lecture you will learn: * The important role of trust in human relationships. * The Hubbard Chart of Human Evaluation—the tool to know true character and predict what people will do. * How to evaluate others accurately and guarantee a more certain future for yourself and those you care about. With the knowledge you learn on this course, you will have tools to know who you can trust and who you can depend on. *“Trustworthiness is a highly esteemed commodity. When one has it, one is considered valuable. When one has lost it, one may be considered worthless.”* *—L. Ron Hubbard*

\#\#\#\# 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.

Description: Join us for an enlightening lecture that delves into the intricate web of the past and its potential to cast a long shadow over our present lives. In this thought-provoking session, we will explore the profound ways in which the past can negatively impact our well-being, choices, and personal growth. Throughout history, human lives have been shaped by a multitude of experiences, both positive and negative. These experiences accumulate, leaving imprints on our memories and shaping our beliefs, attitudes, and behaviors. While the past holds valuable lessons and cherished memories, it can also harbor unresolved conflicts, traumas, and limitations that subtly influence our present reality. During this lecture, we will navigate the labyrinth of psychological and emotional baggage that may accumulate over time, inhibiting our personal development and impeding our ability to lead fulfilling lives. By examining the effects of the past on various aspects of our existence, we will gain a deeper understanding of how it can manifest in detrimental ways. Through engaging discussions, case studies, and real-life examples, we will explore the following topics: 1. The Power of Unresolved Trauma: We will delve into the profound impact of unresolved traumatic experiences and how they can subtly shape our thoughts, emotions, and behaviors. By shedding light on the intricate mechanisms behind these effects, we can begin to dismantle their hold on our lives. 2. Inherited Baggage: Examining the intergenerational transmission of pain, beliefs, and patterns of behavior, we will explore how our ancestors' experiences can unconsciously influence our lives. By recognizing and addressing this inherited baggage, we can break free from destructive cycles and chart our own path. 3. Limiting Beliefs and Self-Sabotage: Uncovering the deeply ingrained beliefs and narratives that stem from past experiences, we will explore how they can become self-fulfilling prophecies, stifling our potential and sabotaging our aspirations. By challenging these beliefs, we can reclaim our personal power and reshape our narratives. 4. Breaking Free: Strategies for Healing and Transformation: This segment will offer practical tools and techniques for healing past wounds, releasing emotional burdens, and cultivating resilience. We will explore approaches such as therapy, mindfulness, self-reflection, and forgiveness to facilitate the process of letting go and embracing personal growth. By the end of this lecture, attendees will gain a deeper understanding of the profound influence the past can exert on their lives and how to break free from its negative impact. Armed with newfound knowledge and practical insights, they will be empowered to embark on a transformative journey towards self-discovery, healing, and the creation of a brighter future. Note: This lecture is open to all individuals seeking personal growth and a deeper understanding of the psychological and emotional factors that shape their lives. No prior knowledge or experience is required, only an open mind and a willingness to explore the depths of the past.

**RSVP TO ATTEND THIS EVENT. ALL TICKETS MUST BE PURCHASED IN ADVANCE TO ATTEND THIS EVENT..** **Welcome to Socialite Connections - Business Networking: Legal Entrepreneurs, Startups & Professionals** is designed to connect legal professionals, foster meaningful relationships, and drive business growth. **Ticket & Entry: Here is the payment link:** **Join us for this event to gain insights, discover opportunities, and connect with Legal Industry leaders**! This event is designed to bring together individuals from the legal industry, entrepreneurs, and professionals looking to network, collaborate, and learn from each other. Our events provide a valuable opportunity for like-minded individuals to connect, share ideas, and explore potential partnerships in a dynamic and supportive environment. **We start the event at 6.00pm with a warm welcome.** Having an open-minded approach is ideal, as it will enable you to establish new connections. **The Refinery CityPoint** \- Located just around the corner from **Moorgate Station**, it is a stylish and expansive venue in the heart of the City. With its chic interiors, statement furniture, and welcoming atmosphere, **The Refinery** is the perfect location for **local corporate events**, **business breakfasts**, **working lunches**, **client entertainment.** **Event Schedule** **18:00 – 21:00 \| When you arrive\,** your name will be checked off the guest list, you will be given a name badge and you will be introduced to each other. **19:00 – 19:30 \| One Minute Elevator Pitch:** All attendees will be given the opportunity to introduce themselves to everyone in the room to talk about your startups or ideals. (Pitch starts at 19.00pm sharp, please dont be late) **19:30pm \- 21:10 \| Network & chill: I**t will be a free form event where guests can mingle amongst each other in a relaxed environment, when the pitches are finished. **Why Attend?** Don't miss this exclusive opportunity to expand your network and forge valuable connections. Attend our unique networking event to meet like-minded professionals and discover new business opportunities. Don't miss this chance to gain insights, discover opportunities, and connect with legal industry leaders from different backgrounds. **One Minute Elevator Pitch:** All attendees will be given the opportunity to introduce themselves to everyone in the room talk about your startups or ideals. (Pitch starts at 19:00pm sharp, please dont be late) **Who Should Attend?** Connect with legal professionals in a relaxed setting. **Solictors, Barristers, In-House Lawyers, Judges, Legal Executives, Paralegals, Legal Secretary, Working Professionals, Anyone interested in Legal Networking.** **Tickets are limited to just 40 attendees.** We like to make sure everyone gets the opportunity to talk to each other. **Ticket & Entry: Here is the payment link:** You are invited to join the dedicated Whatsapp group for the event and start networking before the actual event. Register now to secure your spot and be part of this transformative networking experience! **Tickets need to be bought online in advance to attend this event. Tickets are not available at the door.** **Refund policy: There is no refund at this event..**

Description: Embark on a captivating journey into the depths of the human mind with our enlightening lecture, designed to unravel the mysteries of cognition, perception, and consciousness. In this thought-provoking session, we will delve into the intricacies of how the mind works, exploring the fascinating realm of Dianetics: The Modern Science of Mental Health. This lecture aims to provide participants with a comprehensive understanding of the underlying mechanisms that shape our cognitive processes and shape our experiences of the world. During this engaging session, we will cover the following topics: 1. The Foundations of the Mind: What is the mind and what are the different parts of the mind. 2. Perception and Attention: Our perception of the world is a dynamic process influenced by a multitude of factors. We will examine the mechanisms behind perception. 3. Memory and Learning: Memory forms the basis of our knowledge and experiences. We will delve into the intricate workings of memory formation, storage, and retrieval. 4. Emotions and Motivation: Emotions and motivation play a vital role in shaping our behavior and decision-making processes. 5. The Reactive Mind: The single source of stress, unhappiness, insecurity and self doubt and what can be done about it. Through engaging discussions, multimedia presentations, and interactive demonstrations, participants will gain a deeper understanding of the complex workings of the mind. They will leave the lecture with new insights into their own cognitive processes and a heightened appreciation for the wonders of the human mind. Note: This lecture is designed for individuals with a general interest in understanding the inner workings of the mind. No prior knowledge or expertise is required. Whether you are a student, a professional, or simply curious about the mysteries of cognition, this lecture will provide valuable insights and foster a deeper appreciation for the complexities of human thought. Join us to unravel the enigma and gain a deeper understanding of how your mind works.

**RSVP TO ATTEND THIS EVENT. ALL TICKETS MUST BE PURCHASED IN ADVANCE TO ATTEND THIS EVENT..** **Welcome to Socialite Connections – Speed Business Networking for Professionals** Speed Networking is a revolutionary event designed for professionals looking to accelerate their connections and grow their businesses. Imagine meeting and connecting with a room full of like-minded professionals in a fun and time-efficient manner. Are you ready to transform potential contacts into powerful opportunities in just minutes? Join us for an electrifying **Speed Business Networking Event** designed exclusively for ambitious professionals who understand that meaningful connections are the rocket fuel of career success! **Ticket & Entry: Here is the payment link:** **We start the event at 6.00pm with a warm welcome.** Having an open-minded approach is ideal, as it will enable you to establish new connections. We will start the evening event off with light icebreakers. **The Refinery CityPoint** \- Located just around the corner from **Moorgate Station**, it is a stylish and expansive venue in the heart of the City. With its chic interiors, statement furniture, and welcoming atmosphere. **Event Schedule** **18:00 – 21:00 \| Welcome to the event** where your name will be checked off the guest list, you will be given a name badge and you will be introduced to each other. **19:00 –20:00 \| Speed Networking Event Starts:** Take part in an exciting speed networking event. This fast-paced environment is designed to help you make valuable connections, exchange ideas, and explore new opportunities in a relaxed environment. **20:00 \- 21:00 \| Network & chill:** It will be a free form event where guests can mingle amongst each other in a relaxed environment, when the speed networking are finished. **Why Attend?** Don't miss this exclusive opportunity to expand your network and forge valuable connections on a 1-2-1 basis. With just 3 minutes per attendee, you'll get the opportunity to speak to everyone in the room attending the event in a timed and structured format. Our unique speed networking format allows you to make meaningful connections, foster new relationships, and uncover new business opportunities—all in a fast-paced and dynamic environment. Grow your network, share your expertise, and build lasting relationships with like-minded individuals. **Who Should Attend** Connect with **Working Professionals** in a relaxed setting. **Angel investors and venture capitalists, Corporate Professionals, Entrepreneurs, Freelancers, Startups & Founders, Business Development Specialist, Small Business Owners, Career Changers, Working Professionals.** **Tickets are limited to just 40 attendees.** We like to make sure everyone gets the opportunity to talk to each other. You are invited to join the dedicated Whatsapp group for the event and start networking before the actual event. **Ticket & Entry: Here is the payment link:** You are invited to join the dedicated Whatsapp group for the event and start networking before the actual event. Register now to secure your spot and be part of this transformative networking experience! **Tickets need to be bought online in advance to attend this event. Tickets are not available at the door.** **Refund policy: There is no refund at this event.**

**Tickets:** [https://tickxts.com/e/edrY31g3](https://tickxts.com/e/edrY31g3) **THE KICKBACK PRESENTS** **FRIDAY AFTER WORK – SPRING EDITION** **Friday 8th - Saturday 9th May 2026** **6:00 pm – 03:00 am** 45 London 45 Curtain Rd, London EC2A 3PT **Friday After Work** is designed for Black professionals who want to wind down at the end of the week without forced networking or nightclub chaos. It’s a relaxed evening built around good music, good conversation, and a room full of people who understand the value of community. Come straight from work or arrive later. The pace is easy and the atmosphere is intentional. **Why Attend** This event brings together Black & Mixed Heritage professionals, founders, creatives, and entrepreneurs in a setting that allows for genuine connection. **On the night, expect:** A comfortable space to unwind after work Food and drinks available throughout the evening Thoughtful networking without pressure Music that sets the tone rather than dominates the room **Schedule** 6:00 pm – 7:30 pm **Food, drinks, arrivals** 7:30 pm – 8:20 pm **Open networking and conversation** 8:30 pm – 9:00 pm **Light games and icebreakers** 9:00 pm – 12:00 am **After party till 3:00 am** **Music** RNB at the centre, supported by hip hop, 90s classics, Amapiano, bashment, soca, and Afrobeats. **Dress Code** Casual chic or smart casual No hoods **Who It’s For** Black & Mixed Heritage professionals and entrepreneurs **Ages 23 and over** *** **Music** RNB at the centre, supported by hip hop, 90s classics, Amapiano, bashment, soca, and Afrobeats. *** **Dress Code** Casual chic or smart casual No hoods *** **Who It’s For** Black professionals and entrepreneurs Ages 23 and over *** **Stay Connected** **Follow The Kickback** Instagram, Twitter, Facebook: @TheKickBackHQ Join the WhatsApp community for event updates and announcements. *** **Photography Notice** Photography and videography will take place during the event. Attendance confirms consent for the content to be used by The Kickback. Secure your ticket and join us. **For more information, visit:** [www.wearethekickback.com](http://www.wearethekickback.com/) 🎟️ Link to WhatsApp Community: [Join here](https://chat.whatsapp.com/G3afVSIpZLP1cQkRsdhMVc?mode=wwt) **Don’t miss the vibe. Please save the date and join us for an unforgettable evening!**

Our monthly pub evenings are always a great opportunity to meet interesting people, chat, do a little networking, and enjoy a fun evening out. Whether you’re new to Humanism or already a member, this is a fantastic space for anyone who is non-religious, questioning their beliefs, or open-minded and looking to mingle. **Time: From 6pm** Feel free to join us whenever you’re able to – we’re often there until closing time. **Venue: Somers Town Coffee House** A lovely pub, close to Euston & Kings Cross stations. You’ll find us towards the back of the pub, on the left of the bar – look out for the Humanist signs on the tables. **What we talk about:** The conversations are different every time – from current events to humanism and secularism, with plenty of good laughs in between! If there’s something specific you’d like to talk about, we’d love to hear about it. We kindly request a contribution of £3 for our events to help cover various admin costs - but first-timers are welcome to give us a free trial. If you prefer you can also pay online by [clicking here](https://checkout.square.site/merchant/ML71XMH66FX5E/checkout/ALWCDLQ3S7AVPLFZ62PZGXLU). We encourage dialogue, debate, and sharing of information at our events but ask people to keep their interactions cordial. Any views expressed are those of the individual sharing them and may not reflect those of CLH. More about the venue: All indoor facilities are wheelchair-friendly/accessible. Free Wi-fi is available. It’s easy to reach – close to Euston and Kings Cross stations, and on 18 different bus routes! View a map [here](https://g.page/Somerstowncoffeehouse?share) More about Humanism: https://www.centrallondonhumanists.org.uk/about-humanism/ We look forward to seeing you!

Join fellow product people at **The Product Group London** on **Thu 7th May** for an evening of learning, sharing and networking. **Topic of the Night: Product Today: Surviving & Succeeding** Succeeding (or even surviving) in product management today, what does it take? On the night we’ll explore the current state of the industry and what’s required to succeed (and/or survive) now and in the future. Topics will include what’s changing about the role, what’s staying the same and what’s unknown? How is AI, economic uncertainty, changing company dynamics and the selective job market impacting the role? How do you succeed (or survive) today and in the near future incl. what to focus on and which skills to optimize for? **Featured Guest: David Eason, Principal Product Manager, Trainline** David is a Principal Product Manager at Trainline, where he has spent 7 years building and scaling customer-facing products. He currently leads monitisation initiatives, focused on driving meaningful revenue growth by expanding the core Trainline proposition. As a product generalist, David has delivered across all parts of Trainline’s web and app products in B2B and B2B2C spaces. His work has covered the full product lifecycle incl. launching new AI-powered tools in the product. Before joining Trainline, David worked at Ford, where he focused on experimental product development and collaborated with leading London-based software and design agencies. **About The Product Group London** The Product Group London is a monthly meetup designed to bring product people of all levels together for topical discussions, as a group and with our guest speakers. With attendees from startups to large enterprises, there is no shortage of opportunities to network and make new connections. And whilst the focus is on product management, we welcome product designers and engineers to join for some friendly and lively discussions. **A word about our sponsor and host, BrainStation** [BrainStation](https://brainstation.io/london) is a global leader in digital skills training, empowering businesses and brands to succeed in the digital age. Established in 2012, BrainStation has worked with over 500 instructors from the most innovative companies, developing cutting-edge, real-world digital education that has empowered professionals and some of the largest corporations in the world.

Sunday rehearsal with Castellers of London. Meet us at the OBC Community Centre to help build human towers! This get together is a great opportunity for you to meet new friends, socialise and have a go and explore your abilities as a human tower builder a.k.a Casteller! For newcomers we have a team of trained Castellers who will introduce you to the group, guide you through the activity and help you safely take part in this unique Catalan tradition. When you arrive just approach us as we are really friendly! If in doubt ask for Cuss! Please let us know if you are bringing guests. After the rehearsal we go to a nearby pub for social drinks where everyone is welcome :) What do you need? 1. Ideally a cotton shirt: to protect your neck and shoulders, the more durable the shirt/top the better. We do not recommend any thin items of clothing! 2. Jeans: allowing you to move freely without breaking. 3. Mask: We still require the use of a mask as you will be very close to your fellow Castellers - basically you will be hugging people! The rest of the equipment is on us! We take health and safety very seriously, both in relation to COVID-19 and also the activity- please be assured that the safety of all participants is of the utmost importance to us and we take all necessary precautions to minimize the risk, ensuring we all have a great time! Our regular members won't be filling in the Meet Up to say they are going 🙂 So don't be put off if you see only a handful have said they are going. A minimum of 25 on the day is normal. What the Meet Up may show is how many new people like yourself are going.

Hi friends, Off to a great start! Our first few events made one thing clear, we got together because we all agree it’s surprisingly hard to meet others in our field outside of work or a commercial conference. As a smaller group, we make meaningful connections with like-minded actuaries and quants. Lifelong friendships are forged along the way! Whether you're a veteran, a rising star, or simply new in town and want to expand your social circle, get into the insurance and banking space, or see a friend you know, this is the place to be! No guest speakers nor rigid agenda, just a casual meetup and lots of fun conversation! 🥳 We're also on Luma, so please follow us there too! https://luma.com/friendly-actuaries-quants See you soon! NOTE: Please remember to bring your ID with you, as all guests must be of legal age to enter the venue. **About Us** We're a sister group of [The Friendly Data Meetup London](https://www.meetup.com/the-friendly-data-meetup/?eventOrigin=home_groups_you_organize), a bootstrapped 2000+ person group (and still maintains that small cozy vibe!). This one is focused on actuaries and quants :D 🤗 Welcome actuaries, quants and friends! Sometimes, it can be difficult to make friends within the field, and that's what we're all about! We're a group of like minded individuals who understand the highs and lows of working in finance and insurance. ✅ Our primary goal is to have higher quality conversations that are more meaningful, with smaller groups so that we get to spend more attention on each individual. 💯 If you're already reading this, you're definitely welcome! We welcome everyone, whether you're already in the field, looking to get started or just curious! 🗨️ Bring your friends, bring your plus ones, we're all just here to have a good laugh and a good chat about the world, even if it isn't always about our work. **Our values:** 📖 Openness - We welcome everyone 🤝 Trust - Build long-lasting friendships together 💝 Care - Be kind to others and help each other out **Who it's for:** \- Life Actuaries \- Non\-Life Actuaries \- Health Actuaries \- Pensions Actuaries \- Reinsurance Actuaries \- Quantitative Analysts \- Quantitative Traders \- Investment Bankers \- Portfolio Managers \- Financial Engineers \- Entrepreneurs\, Contractors \- Anyone who works with Insurance\, Pensions\, Hedge Funds\, Investment Banks\, Asset Managers etc\. \- Anyone looking to get into the space \- Friends **How to Make the Most of the Meetup** The Friendly Meetup for Actuaries and Quants has one simple purpose: meaningful connections. We're not just a community of people, we're friends who get invested in each others lives. We check in on our friends regularly, and personally. So come and join us, more than just once or twice! **Code of Conduct:** The Friendly Meetup welcomes all genders, nationalities, ethnicities, backgrounds, identities etc. There is a strict no discrimination policy in adherence to our code of conduct and our guiding principles. We maintain a zero-tolerance policy for hateful or antisocial behaviour. In short, be kind to others. Do not insult or put down others. Behave professionally, don't make others uncomfortable. Remember that harassment and sexist, racist, or exclusionary jokes are not appropriate for The Friendly Meetup.

New members welcome. We are a 4 part choir with a life-affirming, humanist focus. We're a friendly bunch, and the singers in your section will help you get started and feel welcome. New members will be able to borrow printed music. We do perform both formally and informally, and our varied repertoire supports this. For regular attendees, please print out your music, which is available in the [members section of our site](https://london.humanistchoir.org/groups/library/buddydrive/). If you need access, contact Laurence. ([members@london.humanistchoir.org](mailto:members@london.humanistchoir.org)). For more information see the [Join Us](https://london.humanistchoir.org/join/) page , or listen to the choir on our [YouTube channel](https://www.youtube.com/@LondonHumanistChoir). We always allow potential members to try us out for a couple of weeks. We do not hold auditions. By all means message with any queries. **Term Dates (6 a year) SPRING/SUMMER 2026** * * THIS TERM - Tuesday 14 April until 19 May * TERM AFTER THAT - 2 June to EARLY JULY Current repertoire: Yesterday (Beatles) Gold (from Once) Think About Things Obladi Oblada (Beatles) Too Sweet When the Earth Stands Still more to come

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/

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

Main Library, Meeting Room 2B Join us for a welcoming evening of reflection, gentle music, and meaningful conversation. We’ll begin with a short grounding moment, followed by a brief reading from spiritual or philosophical traditions, and an open reflection circle where participants can share (or simply listen). Libera Animae is an interfaith community focused on inner growth, creativity, and authentic connection. All backgrounds are welcome.

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.

Sleep in on Sundays. When you've had your fill of pajama-time, roll out and have some tasty brunch with your fellow Humanists!

**Optional movie afterwards**

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) $15 for One Class $20 for Both Free Parking & Plenty of Dance Space.

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