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Frequently Asked Questions
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Discover all the data lakes events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Data Lakes Events Today
Join in-person Data Lakes events happening right now
Guardrailed AI in Constrained Environments & MCP Principles and Practice
**✨ Engineering Guardrailed AI in Constrained Environments & MCP: Principles & Practice ✨**
Ready to dive into the next generation of practical, secure AI engineering?
Join us at Talent Garden Calabiana for a deep-dive technical night, co-hosted by Scops.ai and **TAG**.
We'll tackle two major frontiers in the modern AI landscape: the complex realities of engineering guardrailed AI in highly constrained environments, and the hands-on mechanics of the Model Context Protocol (MCP). Whether you're building rock-solid enterprise safeguards or giving your AI agents powerful new tools, this meetup is for you.
**Agenda**
* **18:30** Doors Open
* **19:00** Introduction
* **19:10** Talk: Engineering Guardrailed AI for Constrained Environments with Daniele Zonca
* **19:50** Talk: Model Context Protocol: Principles and Practice with Luca Baggi
* After the meetup we will organize a dinner close to the venue, anybody who wants to join is welcome!
**Venue**: Talent Garden, Via Arcivescovo Calabiana 6 (M3 Lodi or Brenta)
The event will be **recorded and streamed** on Python Milano Youtube channel (links will appear [here](https://www.youtube.com/@pythonmilano/streams) close to the event)
**Engineering Guardrailed AI for Constrained Environments**
**Daniele Zonca, Senior Principal Software Engineer @ Red Hat**
**Model Context Protocol: Principles and Practice**
Large‑language‑model agents are only as useful as the context and tools they can reach.
Anthropic’s Model Context Protocol (MCP) proposes a universal, bidirectional interface that turns every external system—SQL databases, Slack, Git, web browsers, even your local file‑system—into first‑class “context providers.”
In just 30 minutes we’ll step from high‑level buzzwords to hands‑on engineering details:
How MCP’s JSON‑RPC message format, streaming channels, and version‑negotiation work under the hood.
Why per‑tool sandboxing via isolated client processes hardens security (and what happens when an LLM tries rm ‑rf /).
Techniques for hierarchical context retrieval that stretch a model’s effective window beyond token limits.
Real‑world patterns for accessing multiple tools—Postgres, Slack, GitHub—and plugging MCP into GenAI applications.
Expect code snippets and lessons from early adoption.
You’ll leave ready to wire your own services into any MCP‑aware model and level‑up your GenAI applications—without the N×M integration nightmare.
**Luca Baggi, AI Engineer @ xtream**
Luca is an AI Engineer in xtream (now part of TeamSystem). He is a active member to the Python and PyData communities in Europe, and an open source contributor.
✋ **Please use your real Name and Surname to register, we cannot assure you will be able to access the venue if not.**
\*\* If you have a last minute issue please remember to cancel the RSVP.\*\*
\*\* Thanks for your cooperation\*\*
Gruppo di biliardo pool 9 amatoriale
#### Next step: schedule your first event.
Scheduling an event will encourage more people to join your group.
Schedule
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# [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
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## 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
🎱 Milan Startup Pool Night – Founders & Builders #3
Calling all founders, operators, and startup ecosystem players!Whether you’re a pool regular or just enjoy a good game and better conversations, join us for an evening of pool, relaxed competition, and meaningful networking.
This is a social night where the strategy and focus of pool meet the energy of the startup world. No pitches, no panels — just good games, sharp minds, and authentic connections. Because some of the best ideas (and partnerships) start away from desks and screens.
🎯 What to Expect
Casual Pool Games & Mini Matches — Open to all levels, beginners very welcome.
Founder-to-Founder Connections — Meet fellow founders, VCs, operators, and creatives in a laid-back setting.
Drinks & Conversations — Easy networking, real talk, no awkward name-tag vibes.
Fun Challenges & Small Surprises — Friendly competition, nothing too serious (except pride 😉).
💸 Pricing
Pay on the spot at the end, based on time played (around €15/hour per table - divided by 2 or 4). Each person can order the food/drinks at the bar.
Whether you come to play, connect, or just unwind with people who get the startup life, this night is about building community through sport and play.
**You can register here too to receive updates - [https://luma.com/tekdj560](https://luma.com/tekdj560)**
BookClub - Il Signore delle Mosche
Il BookClub **The Reading Riot** si ritrova per parlare di *Il Signore delle Mosche* di **William Golding**, **Premio Nobel per la Letteratura**.
Il romanzo racconta la storia di un gruppo di ragazzi rimasti isolati su un’isola deserta dopo un incidente aereo. Senza regole né adulti, il tentativo di autogestione lascia presto spazio a dinamiche di potere, paura e violenza, mettendo in discussione l’idea stessa di civiltà.
Un classico che interroga ancora oggi sul rapporto tra individuo e gruppo, autorità, responsabilità e natura umana.
L’incontro del BookClub è informale e basato sul **dibattito sui temi principali del libro**, partendo dalle impressioni personali di chi partecipa.
Sarà una conversazione aperta, in cui ognuno potrà intervenire con il proprio punto di vista, in un clima intimo e rilassato.
**Quando e dove**
**Mercoledì 4 marzo**
**Ore 19:00**
**Viale Misurata 9, Milano**
E' richiesta consumazione obbligatoria nel locale (no minimo di spesa).
**Posti limitati**
Per mantenere il gruppo piccolo e favorire lo scambio, i posti sono **limitati.** Una volta raggiunto il limite, verrà attivata una **lista d’attesa**.
⏳ **Importante**
Se dopo l’iscrizione non riesci più a partecipare, ti chiediamo di cancellare la prenotazione entro il giorno prima, così da lasciare spazio a chi è in attesa.
Porta il libro, il tuo entusiasmo e le tue impressioni — non vediamo l’ora di iniziare!
Contatti IG: @thereadingriot_
Tavola rotonda online "le ragioni di una scelta consapevole per il No"
https://www.chiesadimilano.it/eventi/referendum-costituzionale-del-22-23-marzo-le-ragioni-di-una-scelta-consapevole-per-il-no
KARAOKE NIGHT
Shower singers, pop divas and total disasters: all welcome.
The stage is yours… unfortunately for the rest of us.
⋯⋯⋯
Ostello Bello Milano Centrale - Via Lepetit 33, Milano
🎫 Posti limitati. - Ingresso gratuito tramite registrazione
Ti ricordiamo che nel corso dell’evento potranno essere effettuate delle riprese di immagini fotografiche e audio-video con diritti di utilizzo ad uso esclusivo del locale.
www.ostellobello.com
https://www.instagram.com/ostellobello.milanocentrale/
Data Lakes Events This Week
Discover what is happening in the next few days
CENA CANTATA
**CAVOUR BISTROT ❤️**
**Venerdì 6 marzo**
**Facciamo CENA CANTATA 🎤, un ristorante molto elegante rimarrai affascinato, vieni a scoprirlo, se verrai apprezzerò la tua fiducia**
**MUSUCA LIVE con un’atmosfera coinvolgente 🤗**
**Start cena 20:00 menù fisso 35€ ⭐️⭐️⭐️⭐️⭐️**
**Start 22:30 MUSUCA DJ ( si balla)**
**Milano Piazzale Rodolfo Morandi 2**
**( zona Porta Venezia)**
**Entrata Tav. Elio**
**Fammi sapere se sei dei nostri grazie**
**Non sai come arrivare? Clicca qui sotto 👇**
**https://maps.app.goo.gl/fZDgim9Sj6A7QroU7?g_st=iwb**
**Se non hai l’auto scaricati, WAYLA e registrati. Un trasporto economico milanese per tutta la notte.**
**https://apps.apple.com/it/app/wayla/id6479307130**
GITUP - PANORAMI SUL LAGO D'ORTA (NO)
Un bellissimo percorso fra Borghi, Natura, Scorci e Panorami meravigliosi sul Lago d’Orta.
**PROGRAMMA**
Ore 11.00 Ritrovo dei partecipanti al BelliBar, Via G. Zanotti, 3, 28010 Pella NO
Ore 11.15 Partenza per percorso
Ore 12.45 circa arrivo a Grassona tempo libero e Pranzo (al sacco o organizzandosi presso Strutture del posto)
Ore 14.30 circa rientro
Livello Medio – 1.30 h circa di camminata a tratta, 4,5km e 300 mt di dislivello circa. Non necessita di attrezzature o abbigliamento particolari, portarsi sempre cibo e acqua “tappafame" e scarpe trekking.
**N.B.1** La località di partenza della camminata viene raggiunta autonomamente (auto, bus, treno ecc.) o in car pooling mettendosi d’accordo con gli altri partecipanti nel gruppo chiuso Facebook e/o Telegram riservato agli associati (richiedi l’accesso appena in possesso della tessera associativa).
**N.B.2** Il "Parteciperò" di Meetup per noi non fa testo. Meetup è solo pagina di pubblicazione evento e per avere un'idea. Una volta associati seguire indicazioni per adesione "ufficiale" evento.
**COSTI E MODALITA’ DI PARTECIPAZIONE – MIN 7 PERSONE, MAX 30**
Evento riservato ai soci Gitup ENAC.
Gratuito per gli associati 2026, **[richiedi il biglietto di partecipazione qui](http://www.gitup.it/iscrizione-eventi/)** (Adesioni aperte dal Martedì precedente l’uscita)
Non sei associato o devi rinnovare il tesseramento? È necessaria la Tessera associativa, **[richiedila qui](http://www.gitup.it/iscrizione/)**
In caso di Maltempo l’uscita può essere annullata ed i partecipanti verranno avvisati sui gruppi dedicati e tramite aggiornamento di questa pagina.
**P.S.** Vi ricordiamo che GitUp non è agenzia viaggi ma un’associazione no profit che cerca di aggregare persone per passare momenti di piacevole condivisione.
[www.gitup.it](http://www.gitup.it/)
[https://www.facebook.com/gitupassociazione](https://www.facebook.com/gitupassociazione)
TREK SUL LAGO D'ISEO. CORNO DEL CREILI 670 m (BS)
**Sab 7 Mar 2026**
**TREK SUL LAGO D'ISEO. CORNO DEL CREILI 670 m (BS)**
\- Lunghezza: 19 km
\- Dislivello: 700 m
\- Difficoltà: Alta \(tanti km\)
\- Pranzo al sacco\.
Il trek è in prov. di Brescia, a 76 km da Milano.
Iscrizione [https://t.me/TrekMI/81152](https://t.me/TrekMI/81152)
Youtube https://youtu.be/kqwYnbMIxjE
**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)
.
TREK IN PIEMONTE. LA SERRA MORENICA 731 m (BL)
**Sab 7 Mar 2026**
**TREK IN PIEMONTE. LA SERRA MORENICA 731 m (BL)**
\- Lunghezza: 14 km
\- Dislivello: 250 m
\- Difficoltà: Medio facile
\- Pranzo al sacco\.
Il trek è in prov. di Biella, a 118 km da Milano.
Iscrizione [https://t.me/TrekMI/81160](https://t.me/TrekMI/81160)
Youtube https://youtu.be/4q3XcinfN38
**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)
.
TREK IN VAL SERIANA. SANTUARIO DI S. PATRIZIO 1320 m (BG)
**Sab 7 Mar 2026**
**TREK IN VAL SERIANA. SANTUARIO DI S. PATRIZIO 1320 m (BG)**
\- Lunghezza: 12 km
\- Dislivello: 900 m
\- Difficoltà: Media
\- Pranzo al sacco\.
Il trek è in prov. di Bergamo, a 65 km da Milano.
Iscrizione [https://t.me/TrekMI/81149](https://t.me/TrekMI/81149)
Youtube https://youtu.be/1fcfbhcsxm4
**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)
.
TREK COL TRENO. LIERNA-VARENNA, SENTIERO DEL VIANDANTE 1020 m (LC)
**Sab 7 Mar 2026**
**TREK COL TRENO. LIERNA-VARENNA, SENTIERO DEL VIANDANTE 1020 m (LC)**
\- Lunghezza: 11 km
\- Dislivello: 900 m \(variante alta\)
\- Difficoltà: Media
\- Percorso: da stazione A a stazione B
\- Pranzo al sacco\.
Il trek in prov. di Lecco a 68 km da Milano. Inizia dalla stazione di Lierna e finisce alla stazione di Varenna.
Iscrizione [https://t.me/TrekMI/81158](https://t.me/TrekMI/81158)
Youtube https://youtu.be/hB9DtpXCOLA
**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)
.
TREK IN PIEMONTE. DEVERO - CRAMPIOLO 2020 m (VB)
**Sab 7 Mar 2026**
**TREK IN PIEMONTE. DEVERO - CRAMPIOLO 2020 m (VB)**
\- Lunghezza: 11 km
\- Dislivello: 500 m
\- Difficoltà: Media
\- Pranzo al sacco\.
Il trek è in prov. di Verbania, a 155 km da Milano.
Iscrizione [https://t.me/TrekMI/81144](https://t.me/TrekMI/81144)
Youtube https://youtu.be/8pEr1Me0Qaw
**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)
.
Data Lakes Events Near You
Connect with your local Data Lakes community
CBusData - Discover the Power of Window Functions
Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems:
* Using running totals
* Performing operations in intervals
* Identifying data gaps and islands
* Performing aggregates without losing detail
Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.
Data & Analytics Wednesday - Google Analytics Alternatives
**Google Analytics Alternatives**
Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday.
Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”.
Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process.
We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer.
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)
Agile Coaching Circle -- IN-PERSON
Join other experienced and aspiring agile coaches and professionals to:
* develop and practice your coaching skills in a peer-to-peer environment
* share current successes and challenges in your work environment and get support from each other
* learn from each other, build better relationships and experiment with new ideas
Cincinnati Online Speed Dating Perfect for first timers
**💞 First Timer Friendly Speed Dating – Connect Online, Feel at Home!**
**🔴 MUST READ: RSVP Alone Won't Get You In!**
To attend, you must: (1) Click your age group link below, (2) Complete registration, and (3) Finish the personality quiz. **Limited spots available** – register now before they're gone!
**⬇️ Select Your Age Range & Complete Registration:**
- **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=serene-lake-love-mirror&ar=18-32&face_v=4.0)
- **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=serene-lake-love-mirror&ar=30-46&face_v=4.0)
- **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=serene-lake-love-mirror&ar=40-58&face_v=4.0)
- **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=serene-lake-love-mirror&ar=55+&face_v=4.0)
---
😊 **Anxious about meeting in person?** We get it! Speed dating online means you can be yourself in a space where you feel safe. No loud bars, no travel stress – just real conversations with real Cincinnati singles who are also looking for connection.
🎯 **Perfect for:**
- People nervous about traditional dating who want to ease into it online
- First-timers wanting a low-pressure, guided experience
- Anyone trying speed dating for the first time
⭐ *"I've told all my single friends about this. Such a fun, low-pressure way to meet people."* – Repeat attendee
**Event Details**
- **Format:** Interactive Zoom event – feel like you're in the same room
- **Location:** From the comfort of your own home – no need to go anywhere!
- **Host:** Fun, approachable host who breaks the ice so you don't have to
- **Vibe:** Relaxed conversations with friendly Cincinnati singles from the comfort of home
**How It Works**
1. **Choose Your Age Group** – Find your age range above and click to register.
2. **Take the Quick Compatibility Quiz** – Help us pair you with like-minded Cincinnati first-timers.
3. **Join the Zoom Event** – Log in from home and meet your host. We'll handle the rest!
4. **Speed Dating Rounds** – Enjoy guided, structured conversations with friendly Cincinnati singles.
5. **Your Results** – Check your matches and take the next step with someone special.
💡 **Helpful hint:** Prepare 2-3 fun questions to ask – it keeps conversations flowing naturally.
---
✨ Great connections start with a single conversation. Yours could start tonight! 💕 ✨
DoJo (Informal Python Meeting)
**New Dojo Location!**
**Draft Day Columbus**
1130 Dublin Road
Columbus, OH 43215
We're going to try a new dojo location for a few weeks and see how it works
Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead.
We're looking for topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)
From Idea to Working App in Minutes: The Agentic Development with Amazon Kiro
Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way.
In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents.
In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding.
What You'll Learn - Core Kiro concepts and development philosophy
Feature evolution: pre and post re:Invent 2025
Practical examples: API creation, hooks, and steering docs
Live coding demonstration with real-time problem solving
Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows.
**Speakers Bio:**
Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale.
[https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/)
Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry.
Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives.
Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation.
https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/)
**THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/
**DIRECTIONS**
Franklin University
Fisher Hall
300 E. Main St, Columbus, OH 43215
Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8
Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map.
NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct.
**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
Building Agents with Microsoft Foundry
We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.





















