Healthcare Solutions

LLM Benchmarks on CPU/GPU, and How to Open It to the Community at Zero Cost Don't forget to get your ticket on Eventbrite to register for the event: https://www.eventbrite.it/e/can-your-laptop-run-ai-tickets-1985370183664 More and more enthusiasts are trying to run AI/ML models directly on their own laptops. However, there has been a lack of objective, standardized, and reproducible third-party benchmarks focused on technical performance, such as tokens per second or training time. In fact, there *was* a lack of them. This talk will cover two main topics. On the one hand, it will present the results of real benchmarks on AI workloads executed on local hardware, including LLM inference (3B to 14B) and tabular ML models, comparing CPU and GPU performance, latency, and model scaling. On the other hand, a significant part of the talk will focus on the making-of of the project, which was built entirely using open tools and at zero cost. Moving from an idea, to an individual project, to a solution that anyone can contribute to required a fairly articulated architecture and a mix of tools: not only Python code, but also automation with GitHub Actions, managed DuckDB through MotherDuck, Streamlit Cloud, and much more. Speaker: Alberto Danese is Head of Data Science & Advanced Analytics at Nexi, where he leads the development of machine learning products and data-driven solutions for the digital payments sector. He has more than 15 years of experience in data science and engineering and is a Kaggle Competitions Grandmaster. He often shares experiences and projects related to AI and data science through technical and managerial talks, as well as through his blog, *All About Data*.

#### 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](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 [About](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/?eventOrigin=your_groups) [Events](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/events/?eventOrigin=your_groups) [Members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/?eventOrigin=your_groups) [Photos](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/photos/?eventOrigin=your_groups) [Discussions](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/discussions/?eventOrigin=your_groups) 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

🧘 Yoga & Sound Healing🎐 Mercoledì e Venerdì ore 9.00 Cominciamo la giornata con una pratica dolce e intensa: una sessione di Hatha Yoga accompagnata da un rilassamento finale con campane di cristallo di quarzo. La pratica è semplice, accessibile e profondamente introspettiva. Il lavoro sul respiro guida il movimento, mentre il suono sostiene il sistema nervoso e favorisce uno stato di presenza stabile e rigenerante. Le posizioni vengono mantenute con ascolto, senza forzature, per creare spazio, sciogliere le tensioni e risvegliare l’energia in modo naturale. Le vibrazioni delle campane accompagnano la fase finale di rilassamento, permettendo al corpo di integrare il lavoro e alla mente di quietarsi.

Yoga al parco + campane di cristallo di quarzo Con l’avvicinarsi della bella stagione riprendono le lezioni di yoga al parco: una pratica di Vinyasa (yoga dinamico) adatta a tutti i livelli. Vi aspetto domani alle 17:00, la posizione viene comunicata su whatsapp al momento dell’iscrizione. Prezzo €10 Porta il tuo tappetino ed eventuali props. Animali domestici ammessi. 🐶 (benvenuti anzi) Vi aspetto numerosissimi Gaia

**Vuoi migliorare la tua capacità di parlare in pubblico, ma non sai da dove iniziare?** Unisciti a noi per una serata energica e stimolante con **The Xplorers Toastmasters Club Milano**. Che tu sia un manager, uno studente o semplicemente una persona che vuole vincere la paura del public speaking, questa è la serata giusta per te. **📅 COSA ASPETTARSI:** I nostri incontri sono divisi in tre parti dinamiche: 1. **Discorsi Preparati:** I nostri soci presentano discorsi su vari argomenti per allenare le loro skill (Storytelling, body language, struttura). 2. **Improvvisazione (Table Topics):** La parte più divertente! Esercizi di 1-2 minuti per imparare a pensare velocemente. * *Nota:* Anche gli ospiti possono provare a buttarsi, ma **solo se lo desiderano**. Nessuno ti forzerà! 3. **Valutazioni:** Ogni speaker riceve un feedback costruttivo per capire cosa ha fatto bene e cosa può migliorare. **🎒 COSA PORTARE:** * Non serve portare nulla di specifico (penna e quaderno se vuoi prendere appunti). * Porta solo la tua curiosità e, se vuoi, un amico! **📍 COME TROVARCI:** Ci riuniamo presso **OiT** in **Via Nicola Antonio Porpora, 14** (Zona Loreto/Città Studi) ogni 1° e 3° mercoledì del mese. * Arriva verso le **19:00** per fare due chiacchiere e prendere posto. Iniziamo puntualissimi alle 19:15! **🎟️ COSTI:** L'ingresso per gli ospiti è **GRATUITO al 100%**. Ti aspettiamo per una serata di crescita e divertimento! A mercoledì! 👋

**Games Night @ QUO Bar** **Every Wednesday from 19:00** until bar closing, QUO Bar turns into a playground for games, drinks and good company. **Join us for a casual Games Night** where you can challenge new friends (or strangers who might become friends) with **beer pong, table football, Jenga and other table games**. It’s the perfect excuse to meet people, laugh a bit and break the ice. **Just show up, grab a drink and start playing.** Come alone or with friends. There’s always a game going on and a table you can join. **Every Wednesday. From 19:00 until bar closing** **QUO Bar** \- Porta Romana\, Milan

🔥 FREE TRIAL CLASS 🔥 Vuoi allenarti divertendoti e provare qualcosa di nuovo? Ti aspettiamo per una lezione prova gratuita di: • Reggaeton (anche online) • Freestyle (Live) • Flamenco (Live) ✔ Adatto a tutti i livelli ✔ Energia, divertimento e allenamento reale ✔ Possibilità di partecipare anche da casa (Reggaeton) 📍 Brugherio (MB) – Space Europa 📲 Prenotazione obbligatoria 👉 Info e prenotazioni WhatsApp: +39 352 0937284

🌸 **Ritiro Speciale di Pasqua – Il Portale del Nuovo Inizio** Milano, 2-6 Aprile La primavera risveglia la vita e ci invita a rinascere. La Pasqua simboleggia l’opportunità di chiudere un ciclo e dare il benvenuto a uno nuovo: un momento per lasciare andare ciò che non serve più e aprirsi a nuove possibilità con chiarezza e fiducia. In questo ritiro di evoluzione interiore con l’uso cosciente di piante maestre, apriamo Il Portale del Nuovo Inizio: uno spazio protetto dove concludere tappe con consapevolezza e attivare l’energia della trasformazione che ti permette di intraprendere nuovi cammini. Mentre fuori si celebra tra simboli e tradizioni, noi scegliamo di rivolgere lo sguardo verso l’interno, creando uno spazio dedicato a una rinascita profonda, consapevole e autentica. Piante Maestre, Pratiche Integrative e Tecniche Olistiche trasformative ti accompagneranno nell’esplorazione dei paesaggi interiori, dove i blocchi possono sciogliersi e si aprono nuove opportunità di crescita e realizzazione personale. ✨ Questo ritiro è un invito a chiudere con gratitudine ciò che è pronto a essere lasciato andare, ad aprire il tuo essere a nuove possibilità e a compiere il primo passo verso un ciclo ricco di un nuovo significato. **Un’esperienza profonda di trasformazione, guarigione e risveglio** Un’esperienza trasformativa pensata per guidarti in un viaggio profondo dentro te stesso. Attraverso l’accompagnamento di facilitatori e terapeuti esperti, il ritiro integra pratiche ancestrali e moderne come Terapia Sistemica, meditazione, respirazione cosciente e danza enteogena. Ogni esperienza è unica e adattata alle tue esigenze, favorendo la liberazione di blocchi emotivi e l’espansione della coscienza. Il lavoro con piante maestre sostiene un processo di guarigione autentica, aiutandoti a superare schemi limitanti, riconnetterti con la tua essenza e risvegliare il tuo potenziale interiore in modo reale e duraturo e consapevole profondo. **La prenotazione include:** • Alloggio e pensione completa, con opzione vegana o vegetariana. • La partecipazione ai laboratori di approfondimento con i nostri facilitatori, che servono anche come preparazione prima della sessione notturna. • Le integrazioni di gruppo del mattino per condividere l’esperienza o ampliare la comprensione di ciò che sta accadendo nel tuo processo. • Una sessione con strumenti ancestrali ogni notte di ritiro (se vuoi farne più di una durante il giorno di ritiro, si considera come una sessione aggiuntiva) con l’accompagnamento della nostra equipe di facilitatori. • Appoggio prima, durante e dopo il ritiro • Sessione integrativa online post ritiro. Per maggiori informazioni contattaci pure al recapito qui sotto ☺️: 📞 **Contatti:** +39 327 540 8329 (WhatsApp)

🧘 Yoga & Sound Healing🎐 Mercoledì e Venerdì ore 9.00 Cominciamo la giornata con una pratica dolce e intensa: una sessione di Hatha Yoga accompagnata da un rilassamento finale con campane di cristallo di quarzo. La pratica è semplice, accessibile e profondamente introspettiva. Il lavoro sul respiro guida il movimento, mentre il suono sostiene il sistema nervoso e favorisce uno stato di presenza stabile e rigenerante. Le posizioni vengono mantenute con ascolto, senza forzature, per creare spazio, sciogliere le tensioni e risvegliare l’energia in modo naturale. Le vibrazioni delle campane accompagnano la fase finale di rilassamento, permettendo al corpo di integrare il lavoro e alla mente di quietarsi.

La domenica ormai è appuntamento fisso per il nostro gruppo e adesso che le temperature si sono abbassate è il momento di spostarci nella parte invernale del 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€. Alle 22:30 faremo un brindisi di prosecco offerto dagli organizzatori e chi vuole può rimanere a ballare. Serata dedicata a un pubblico di tutte le età, divertimento assicurato! È gradita conferma via whatsapp ai nostri numeri: Enrico 3930134920 melissa 3755058482

#### 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](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 [About](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/?eventOrigin=your_groups) [Events](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/events/?eventOrigin=your_groups) [Members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/?eventOrigin=your_groups) [Photos](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/photos/?eventOrigin=your_groups) [Discussions](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/discussions/?eventOrigin=your_groups) 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

Continua il nostro sabato adulto di Milano e dintorni con ricco buffet e musica commerciale a 360°. Tavolo riservato con posto a sedere, ingresso con prima consumazione e buffet 20€. Ampio parcheggio gratuito nei dintorni del locale. Consigliato per un età compresa tra 30 e 60 anni. Gradita la conferma ai nostri numeri Enrico 3930134920 melissa 3755058482

Beyond the Image 🎨 \| Art & Photo Experience in Milan This is not a workshop — it’s a creative portal where people meet who are not afraid of themselves, their thoughts, or their beauty. Open to both men and women. But it’s not for everyone. This is not about “painting something nice.” It’s about stepping out of your usual image and seeing yourself without a filter. A studio in Milan, near Gorla metro. A real artist’s space — not polished, not staged. High walls, antique frames, paint on the floor. This is where art is created, not performed. You sit in front of a canvas. Wearing something that doesn’t hide you — natural tones, simple fabrics, a dress or a linen shirt without prints. Something you don’t mind getting a little paint on. Because neatness is control. And here, we let go of it. A glass of wine — to relax and release even deeper. You don’t paint “beautifully.” You paint honestly. I know how to teach — but I won’t. I don’t give templates. I stay close, so you don’t escape yourself in the process. And in that moment, the photographer is working. He doesn’t create “pretty pictures.” He captures truth. A glance. A pause. The movement of your hand. The moment of doubt. The moment you let go and begin. Light and shadow are shaped so you don’t pose — you become part of the frame. This is not just photography. It’s a captured state. 👉 Take a look at the style of photos we create during this live experience — this is not about posing, but about capturing real moments, atmosphere, and your natural presence. We are not about perfection. We are about what is real. There are no “right” people here. Only real ones. We stand for a life without masks. For the courage to see your beauty — not through standards, but through feeling. I speak Italian, English, Ukrainian, and Russian — but here, the real language is color and sensation. ✨ What you receive: — your own painting (30×40 cm, acrylic) — professional black & white portraits — natural group photos — a creative video of the experience — a glass of wine Small group — up to 6 participants. Personal attention. 💰 Price: €80 (all included) Spots are limited. And honestly — it’s not for everyone.

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

This is a free, in person meeting. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

(Note: RSVPing here on Meetup does NOT reserve your seat. To do that, you'll need to register at our website, **[HERE](https://www.coreerocks.com/Events.aspx?ID=IN-PERSON-in-Columbus-Creative-Deal-Autopsies-Wholesaling-101-14-4-7-2026)**.) The market changed—and most investors are still operating like it didn't. Deals that used to work don't. Buyers want different things. And a lot of what's being taught right now is outdated or just wrong. And, since 2011, it's been our job to make sure that our members are armed with the most up-to-date, real-world strategies for building wealth in Central Ohio real estate… …so our mission with this meeting (and every meeting) is to give you the no-hype, warts-and-all info you need to succeed. First, Wholesaling 101—a clear, real-world look at how wholesaling actually works today, what to pay, and how to stay out of trouble. Then, Creative Deal Autopsies—real investors breaking down real deals with real numbers, real conversations, and real outcomes. You'll also get the chance to put the presenters in the hot seat and ask any and every question you have about how they did their deals. You'll learn: 1. What wholesaling actually is 2. How to calculate real offers 3. Where deals are coming from now 4. What buyers want 5. How creative deals are structured 6. What contracts and terms are used 7. What can go wrong—and how to avoid it **Agenda:** 5:00–6:00: Free Light Dinner and Networking 6:00: Earlybird Meeting – Wholesaling 101 7:00: Buy-Sell-Trade (members only) 7:30: Creative Deal Autopsies Members: Free First-time guests: Free Non-members: $35 (or join for $30 instead) Remember, to actually reserve your seat, you have to go **[HERE](https://www.coreerocks.com/Events.aspx?ID=IN-PERSON-in-Columbus-Creative-Deal-Autopsies-Wholesaling-101-14-4-7-2026)** and register on our website!

This meeting will be a presentation by Brannan Kenny of Hadley about their free remote services. Target audience for this group is persons who are visually impaired, especially those who have experienced recent loss, however, all are welcome, including family members and supports. Light refreshments will be served. You can also join the meeting by Conference Call at (518) 263-8851.