Skip to content

AI Algorithms

Meet other local people interested in AI Algorithms: share experiences, inspire and encourage each other! Join a AI Algorithms group.
pin icon
2,227
members
people1 icon
6
groups

Frequently Asked Questions

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

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

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

AI Algorithms Events Today

Join in-person AI Algorithms events happening right now

M14 - Local AI
M14 - Local AI
L'evento è gratuito, ma per partecipare è necessario [registrarsi qui](https://www.eventbrite.it/e/biglietti-meetup-14-local-ai-1987537914405). Quattordicesimo meetup della nostra community. Questa volta, esploreremo il mondo della **Local AI**: capiremo davvero cosa significa eseguire modelli e agenti on‑premises, quali sono le possibilità concrete oggi e quali scenari si aprono per chi vuole portare l’AI vicino ai propri dati e alla propria infrastruttura. 18:30 Apertura check-in 19:00 Talk "Opening" 19:15 Talk "Local AI oggi: modelli, hardware e compromessi" (speaker: Alessio Soldano, IBM) 20:00 Talk "Agenti AI con "carattere" grazie ad OpenClaw" (speaker: Alfredo Morresi, Google) 20:45 Aperitivo e networking
Gruppo di biliardo pool 9 amatoriale
Gruppo di biliardo pool 9 amatoriale
#### Next step: schedule your first event. Scheduling an event will encourage more people to join your group. Schedule Change photo ![Gruppo di biliardo pool/carambola amatoriale e mini-tornei cover photo](https://secure.meetupstatic.com/photos/event/8/a/c/3/clean_531875523.webp) # [Gruppo di biliardo pool/carambola amatoriale e mini-tornei](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/) [Milano, MI, Italy](https://www.meetup.com/find/it--mi--milano/) [1 members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/) · Public group Share Manage groupSchedule event [![sparkle icon](https://secure.meetupstatic.com/next/images/complex-icons/branded/sparkle.webp?w=64)About](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/?eventOrigin=your_groups) [![calendar icon](https://secure.meetupstatic.com/next/images/complex-icons/branded/calendar.webp?w=64)Events](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/events/?eventOrigin=your_groups) [![people2 icon](https://secure.meetupstatic.com/next/images/complex-icons/branded/people-2.webp?w=64)Members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/?eventOrigin=your_groups) [![photo icon](https://secure.meetupstatic.com/next/images/complex-icons/branded/photo.webp?w=64)Photos](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/photos/?eventOrigin=your_groups) [![chat icon](https://secure.meetupstatic.com/next/images/complex-icons/branded/chat.webp?w=64)Discussions](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/discussions/?eventOrigin=your_groups) ![threeEllipses icon](https://secure.meetupstatic.com/next/images/complex-icons/branded/three-ellipses.webp?w=64)More ## What we’re about Buongiorno a tutti. Sono proprietario di un bar e dispongo di un tavolo da biliardo semi-professionale. Sto creando un gruppo WhatsApp di giocatori amatoriali di biliardo americano pool/carambola, per la maggior parte debuttanti. Cerco persone disposte a unirsi al gruppo per giocare e divertirsi nel tempo libero, il pomeriggio oppure la sera in ogni giorno. Per stimolare l'impegno di ogni giocatore, abbiamo pattuito che il vincitore di ogni "mini-torneo" organizzato nei vari giorni giochi gratis e non paghi la tariffa di tempo per il periodo di gioco (un'ora di gioco costa 10€, ma viene di volta in volta frazionata in base al periodo di gioco effettivo). Il locale si trova in zona nord di Milano, stazione Greco-Pirelli, università Bicocca. Chiunque dovesse essere davvero interessato a partecipare e unirsi al mio gruppo, non esiti a contattarmi. Cerco persone serie e disposte solamente a divertirsi, senza puntare mazzette grazie mille. Antonio
Post-Technical Data Practitioner - Impulses and Conversation
Post-Technical Data Practitioner - Impulses and Conversation
Don't forget to get your ticket on Eventbrite to register for the event: https://www.eventbrite.it/e/post-technical-data-practitioner-impulses-and-conversation-tickets-1988266535731 Data practitioners (Data Scientists, Architects and Engineers, AI/ML Engineers and Strategists, etc) are changing the world, bringing machine learning and AI models to life, building the recommender systems that influence what we buy, watch, and listen to, and deciding how companies use the data they have about us. Our roles as data practitioners now have an impact beyond the immediate technical work we do. We believe it's time to reconsider our understanding of ourselves and our role to meet the growing influence our work has on our companies and society at large and to remain relevant as the technical aspect of our work becomes more automated. We call this the "post-technical data practitioner". Talk 1: Post-Technical Data Practitioner (Davide Posillipo, Komebi Studio) Talk 2: Stoic Data Scientist Framework (Rachel Berryman, Common Digital) Speakers: Rachel Berryman is an AI and Data Strategist based in Berlin. Rachel focuses on building responsible AI systems, primarily in the energy sector, and writes a substack on making better data solutions: [commondigital.substack.com](http://commondigital.substack.com/) Davide Posillipo is a Data Scientist and co-founder of Komebi Studio, a design studio dedicated to exploring the intersections between Data, AI and Design. During the last 4 years he focused on Data Engineering, Deep Learning and Machine Learning leading an R&D team for an Italian consulting company. He serves as member of the Advisory Boards of the Product-Service Systems Design (Politecnico di Milano) and Human-Centered Artificial Intelligence (Università degli Studi di Milano) master degrees courses.
🌟 7 PM- MILAN : Networking & Digital Marketing Tribe Meetup
🌟 7 PM- MILAN : Networking & Digital Marketing Tribe Meetup
**(7:00 PM)** 🔹**Please fill in your details to confirm your attendance.** **[Confirm my attendance, click here](https://www.dopplerpages.com/dmktribe-BC897/MilanNetworkingDigitalMarketingTribeMeetup)** **Milan: Networking & Digital Marketing Tribe Meetup** **Connect, Share & Grow with Digital Marketing Pros!** Join **DMK Tribe for an evening** of networking, learning, and collaboration with Milan’s digital marketing community. Whether you're an expert or just starting out, this is your chance to: ✅ Connect with like-minded professionals ✅ Share ideas and experiences ✅ Learn from industry peers **Join Our Community** **WhatsApp:** [https://forms.gle/apoKitZ3BzkRuJf56](https://forms.gle/apoKitZ3BzkRuJf56) Please complete this form to join the group. You’ll be added to the WhatsApp group shortly afterwards. **LinkedIn:** [Digital Marketing Group ](https://www.linkedin.com/groups/9249844/) ✈️ **Telegram:** [https://t.me/+YrJYhbXrDDYwYjg0](https://t.me/+YrJYhbXrDDYwYjg0) **Become a membe**r Social platform → [www.dmktribe.com](https://dmktribe.com/) (we’ll notify you when your profile is ready) **Instagram** → [@dmktribemilan](https://www.instagram.com/dmktribemilan/) Curious to see what we’ve been up to in Portugal and Spain? Check out our latest magazine here: → [https://dmktribe.com/magazine](https://dmktribe.com/magazine/) **About DMK Tribe** DMK Tribe is an international community of marketers, creatives, entrepreneurs, and curious minds who believe in the power of genuine human connection. With two inspiring years of growth behind us in Lisbon, Barcelona, Cascais, and Milan, our journey of expanding reach and impact continues. Our mission is to empower professionals and businesses through authentic connections, continuous learning, and purposeful collaboration. **With over 7.000 active members**, we organise regular events, workshops, and masterminds focused on digital marketing trends, personal branding, content creation, AI, and entrepreneurship. We’re more than a network, we’re a movement of value-driven professionals building lasting impact. We're a global community of marketing professionals united by our values **❤️ Love \| Caring \| Serving \| Learning \| Inclusion** ***Come network with Milan's most dynamic marketers! Let's grow together.***
DIETRO IL SALONE DEL Dietro il Salone del Mobile: Insight, idee e criticità
DIETRO IL SALONE DEL Dietro il Salone del Mobile: Insight, idee e criticità
**N.B. Per partecipare occorre registrarsi al seguente link: [https://www.eventbrite.it/e/biglietti-dietro-il-salone-del-mobile-insight-idee-e-criticita-1986439404733](https://www.eventbrite.it/e/biglietti-dietro-il-salone-del-mobile-insight-idee-e-criticita-1986439404733)** Durante i **giorni del Salone del Mobile Milano**, Milano diventa il centro mondiale del **design**, dell’**innovazione** e della **creatività.** Ma spesso le conversazioni più interessanti nascono proprio fuori dai padiglioni ufficiali: **nei momenti di confronto**, nelle **discussioni spontanee** e negli **scambi di prospettive** tra professionisti curiosi. Questo meetup nasce proprio con questo spirito. **Un incontro informale ma strutturato** per riflettere insieme su ciò che **il Salone ci ispira**: le idee che funzionano, le sfide che emergono e le opportunità che possiamo intravedere per il **futuro del design**, dell’**innovazione** e dei **processi creativi.** Per facilitare la conversazione utilizzeremo **Rose, Thorn, Bud**, una microstruttura molto efficace per generare insight e riflessioni condivise
🌟 11 AM- MILAN : COWORKING DAY AT RANDSTAD BOX🌟
🌟 11 AM- MILAN : COWORKING DAY AT RANDSTAD BOX🌟
**(11:00 AM)** 🔹**Please fill in your details to confirm your attendance.** **[Confirm my attendance, click here](https://www.dopplerpages.com/dmktribe-BC897/Coworkingdayatrandstadboxmay)** **Looking for a super productive day with other marketing pros?** Come join us at COWORKING DAY AT RANDSTAD BOX for a day packed with networking, collaboration, and learning! Here's what's in store: * Connect with your DMK Tribe community * Get your projects done in a motivating workspace * Unlock new opportunities and insights * **Don't miss out on leveling up your digital marketing game and growing your network!** **Join Our Community** **WhatsApp:** [https://forms.gle/apoKitZ3BzkRuJf56](https://forms.gle/apoKitZ3BzkRuJf56) Please complete this form to join the group. You’ll be added to the WhatsApp group shortly afterwards. **LinkedIn:** [Digital Marketing Group ](https://www.linkedin.com/groups/9249844/) ✈️ **Telegram:** [https://t.me/+YrJYhbXrDDYwYjg0](https://t.me/+YrJYhbXrDDYwYjg0) **Become a membe**r Social platform → [www.dmktribe.com](https://dmktribe.com/) (we’ll notify you when your profile is ready) **Instagram** → [@dmktribemilan](https://www.instagram.com/dmktribemilan/) Curious to see what we’ve been up to in Portugal and Spain? Check out our latest magazine here: → [https://dmktribe.com/magazine](https://dmktribe.com/magazine/) **About DMK Tribe** DMK Tribe is an international community of marketers, creatives, entrepreneurs, and curious minds who believe in the power of genuine human connection. With two inspiring years of growth behind us in Lisbon, Barcelona, Cascais, and Milan, our journey of expanding reach and impact continues. Our mission is to empower professionals and businesses through authentic connections, continuous learning, and purposeful collaboration. **With over 7.000 active members**, we organise regular events, workshops, and masterminds focused on digital marketing trends, personal branding, content creation, AI, and entrepreneurship. We’re more than a network, we’re a movement of value-driven professionals building lasting impact. We're a global community of marketing professionals united by our values **❤️ Love \| Caring \| Serving \| Learning \| Inclusion** ***Come network with Milan's most dynamic marketers! Let's grow together.***
After Work Yoga Flow  🧘🌳
After Work Yoga Flow 🧘🌳
🌞 **Park Yoga is back!** 🌿 The sun is out, the grass is calling - and so are your yoga mats! Our favourite season has returned: **Yoga in the Park** is back for another round of movement under the open sky. 🧘‍♀️ All levels welcome (EN) 📍 Parco Sempione, Milano 🕒 Tuesday, 18:30-19:30 AM ✨ Bring your mat, water, good vibes 🌧️ In case of rain the class is cancelled and all tickets refunded. **Your Safety Matters** 1. Your well-being is my highest priority. While I create a safe and supportive environment, please remember that yoga is a physical practice and, like any form of movement, carries a risk of injury. 2. By choosing to participate in my yoga events, you acknowledge that you do so at your own risk and take full responsibility for your body and your practice. 3. You also agree to release your instructor from any liability, claims or actions resulting from participation in these sessions.

AI Algorithms Events This Week

Discover what is happening in the next few days

THE THURSDAY ENGLISH APERITIVO   come and meet the teacher!!!
THE THURSDAY ENGLISH APERITIVO come and meet the teacher!!!
Welcome to the Thursday English Aperitivo! The perfect place to speak in English and meet some interesting people from all over the world. Everyone is welcome to come and join in some conversation whilst enjoying a drink and a bite to eat in a friendly, easy going atmosphere. Don't worry about your level of English, the most important thing is to have fun! My name is Diana and I'm from England I'll be there to help you with your English and make you feel at home. I have been an English teacher in Milan for many years. Just come to Pacino Cafe on Thursday and ask for Diana or the English Aperitivo. I can't wait to meet you! Drink and aperitivo 11 euro
Sunday aperitif 10€ 🍾🎉💥
Sunday aperitif 10€ 🍾🎉💥
La domenica ormai è appuntamento fisso per il nostro gruppo sia d'estate che in inverno al Just me (ex Just cavalli) Ci incontriamo alle 20:00 per socializzare al nostro tavolo riservato e gustare un ottimo buffet con la prima consumazione inclusa al costo di soli 10€. target età media 30/55 ma aperto a tutti Alle 22:30 faremo un brindisi offerto dagli organizzatori 🍾🎉💥 e chi vuole può rimanere a ballare. È gradita conferma via whatsapp ai nostri numeri: Enrico 3930134920 melissa 3755058482
 Pranayama - Breathing Technique 13.05
Pranayama - Breathing Technique 13.05
Discover the practice of Pranayama, conscious breathing exercises to eliminate stress, clear the mind, and manage anxiety. The practice will be enriched with aromatherapy with essential oils, and will conclude with a moment of sharing and introspection. Suitable for everyone! **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)
ANGULAR e REACT a confronto
ANGULAR e REACT a confronto
**Quando il framework piu' complesso diventa il piu' semplice** Speaker: **Riccardo Degni** Negli ultimi anni ci è stata raccontata una storia piuttosto semplice: Angular è complesso, React è facile. Ma è davvero ancora così? Con l’arrivo dei Signals, l’evoluzione della template syntax e la rimozione progressiva di molte complessità storiche, Angular ha intrapreso una trasformazione profonda. Non solo nelle API, ma nel modo stesso in cui pensiamo e costruiamo applicazioni front-end. In questo talk metteremo Angular e React a confronto senza filtri, andando oltre le percezioni comuni e le narrative ormai datate. Parleremo di ciò che conta davvero nello sviluppo quotidiano: * modello mentale * gestione dello stato * flusso dei dati * prevedibilità del rendering * esperienza di sviluppo Vedremo come alcune scelte architetturali dell’Angular moderno possano portare a maggiore chiarezza, ridurre il carico cognitivo e rendere lo sviluppo più diretto e controllabile — fino al punto da ribaltare un’idea diffusa: oggi Angular può risultare più semplice di React, soprattutto in contesti reali e complessi. Non sarà una gara per decretare un vincitore, ma un confronto tecnico, concreto e aggiornato per capire davvero come stanno evolvendo i due ecosistemi — e come scegliere (e usare) al meglio gli strumenti del front-end moderno. 👉 Se sei uno sviluppatore front-end, questo talk ti darà una prospettiva chiara, pratica e attuale.
Skincare & Coffee 16.05
Skincare & Coffee 16.05
Masterclass on a basic skincare routine during a breakfast. **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)
Встреча для разговорной практики на тему литературы и театра!
Встреча для разговорной практики на тему литературы и театра!
| | **Практикуйте русский язык в дружеской атмосфере на встрече в Милане!** Неважно, начинающий вы или уже продвинутый — встреча подойдёт всем, кто хочет говорить, слушать и расширять словарный запас. Будут интересные задания, живые разговоры и культурный обмен. Найдёте новых друзей, поделитесь советами и погрузитесь в красоту русского языка прямо здесь, в Милане. **Не упустите шанс улучшить язык и весело провести время! Регистрируйтесь — давайте говорить по-русски вместе!** | | --- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | |
TREK SUL CONFINE ITALO SVIZZERO. PASSO DELLA FORCORA 1556 m (VA)
TREK SUL CONFINE ITALO SVIZZERO. PASSO DELLA FORCORA 1556 m (VA)
**Dom 17 Mag 2026** **TREK SUL CONFINE ITALO SVIZZERO. PASSO DELLA FORCORA 1556 m (VA)** \- Lunghezza: 11 km \- Dislivello: 500 m \- Difficoltà: Media \- Pranzo al sacco\. Il trek è in prov. di Varese, a 104 km da Milano. Iscrizione [https://t.me/TrekMI/82427](https://t.me/TrekMI/82427) Youtube https://youtu.be/tItCR6tAGAY **LUOGO DI RITROVO** Per sapere il luogo di ritrovo, cliccare sul link Iscrizione. Si apre una chat Telegram che contiene tutte le informazioni. **GRATUITÀ** Tutti i trek sono gratuiti **CHI SIAMO** Ogni weekend portiamo in montagna 100 persone. Siamo la più grande associazione escursionista d'Italia [https://t.me/TrekMI](https://t.me/TrekMI) **COME RAGGIUNGERE LA FELICITÀ** con la filosofia TTP [https://t.me/TrekMI/79617](https://t.me/TrekMI/79617) .

AI Algorithms Events Near You

Connect with your local AI Algorithms community

Quarterly Community Gathering
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)
COLUMBUS SPIRITUALITY MEETUP
COLUMBUS SPIRITUALITY MEETUP
We are excited to host Guided Meditations on Sundays at 6 pm in our Ashram/Gallery/Home! !! !! Everyone wants to know what kind of God we worship and what kind of meditation we do. We worship the GOD that LOVES US! We understand that god is an energy and it lives in us as us. Our meditations guide others to actually experience that energy! xoxo We don't just talk about peace, love and affection, we experience it :) Also we are a home not a business, so we enjoy building community one friend at a time. We always build in time for people to mingle & develop friendships! xoxo Much Love, Frank Tennyson Namaste, Frank Tennyson http://photos3.meetupstatic.com/photos/event/a/f/9/9/600_447824953.jpeg
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
Shut Up & Write!® East Side Columbus
Shut Up & Write!® East Side Columbus
Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 7:00pm on Wednesday, February 11 at Streetlight Guild. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. **SCHEDULE:** 6:45ish - Quick introductions 7:00 - Timer starts: write for 1 hour 8:00 - The End **OPTIONAL SOCIALIZING** happens before and after the writing hour. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. **BEING LATE IS OKAY:** just show up and get settled! If you were on time, please be willing to make room for the friendly latecomer. Happy writing & I look forward to seeing you at Streetlight Guild! **WHAT SHOULD I BRING?** Whatever you need to be able to write! You're welcome to bring earplugs/headphones if noise will bother you! **OTHER IMPORTANT DETAILS:** * **RSVP:** Please RSVP by 6:00pm the evening of the meeting. This helps me know how many to expect, and if we'll need additional space! * **COVID:** While masks are not required, please be mindful of the other writers around you and their comfort levels. * **WIFI/OUTLETS:** Outlets are limited, so please ensure your devices are charged when you come! But Streetlight Guild does have free WiFi! Yay! * **PARKING:** There is free public parking at Streetlight Guild.
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.
Rays Of Light Spiritualist Church Service
Rays Of Light Spiritualist Church Service
Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.
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