Name: Founder Build Day: Google Gemini CLI Workshop
Start: 2026-04-10T14:00:00.000Z
Location: Pennovation Center

**Explore the Future of Generative AI: Diffusion Models Reading Group**
Are you passionate about the cutting edge of machine learning and generative AI? Join our **Diffusion Models Reading Group**—a community of enthusiasts, researchers, and practitioners dedicated to exploring the fascinating world of diffusion-based generative models.

**📅 When:** Every Wednessday
**🕒 Time:** 800 PM - 900 PM EST
**📍 Where:** Online in our discord server

**About the Group:** Diffusion models have revolutionized the field of generative AI, enabling breakthroughs in image synthesis, data generation, and more. Our reading group is designed to dive deep into the latest research, discuss foundational concepts, and explore innovative applications of diffusion models.

**Where?**

* Online meeting link to the discord server is released on the day of the meetup via announcement!

**What to Expect:**

* **Weekly Discussions:** Engage in insightful conversations about recent papers, breakthroughs, and methodologies in diffusion modeling.
* **Collaborative Learning:** Share your ideas, ask questions, and collaborate on projects with fellow members.

**Who Should Join:**

* **Machine Learning Enthusiasts:** Whether you're a student, researcher, or industry professional, if you're interested in generative models, this group is for you.
* **Data Scientists & Engineers:** Enhance your skills and stay updated with the latest advancements in AI.

**Discussion Notes from previous paper readings:**

* Here is our Google Doc where we take notes (I added edit privileges for the OBNYC mailing list, and comment privileges for anyone who has the link; let me know if you need me to give you edit privileges separately):
* [https://docs.google.com/document/d/1-HtbGd1lGj68YEmgv8Ekpg0aI7TUmQVpAbRp498AVj8/edit?usp=sharing](https://docs.google.com/document/d/1-HtbGd1lGj68YEmgv8Ekpg0aI7TUmQVpAbRp498AVj8/edit?usp=sharing "https://docs.google.com/document/d/1-HtbGd1lGj68YEmgv8Ekpg0aI7TUmQVpAbRp498AVj8/edit?usp=sharing")

**See you there!**

Links:

Site: https://www.codephiladelphia.com/

Donate: https://hcb.hackclub.com/donations/start/code-and-coffee-philadelphia

Merch: https://nol-kky-shop.fourthwall.com/

LinkedIn: https://www.linkedin.com/company/code-coffee-philadelphia

Instagram: https://www.instagram.com/philly_codes/

Coffee & Code Philly

Tony Siu

Diffusion Paper Reading Group

Online event

As data science increasingly takes center stage in applied estimation problems, a critical tension emerges: while data science offers powerful tools and better point estimates, it often does so by sacrificing the rigorous uncertainty quantification that traditional statistical methods provide. This talk explores how data science, particularly modern machine learning techniques like XGBoost, can augment—rather than replace—statistical theory to improve estimation practices.

We will begin by acknowledging a key limitation of data science: its theoretical foundations remain underdeveloped compared to classical statistics. As a result, despite its empirical strengths, data science still relies on statistical theory to ensure principled inference, especially when dealing with uncertainty. Through examples from statistical consulting and simulation-based modeling, we will illustrate why understanding convergence and variability is essential for sound decision-making.

Importantly, we will also examine practical trade-offs. Data science often imposes fewer assumptions than traditional statistical models, allowing greater flexibility and performance. However, this comes at the cost of interpretability and reliable confidence intervals—an issue particularly concerning in high-stakes fields like medicine, where uncertainty matters deeply. Ultimately, this talk advocates for a hybrid approach: using statistical theory as a foundation, and data science as a powerful augmentation. While not all traditional statistical tools remain essential, many do—and knowing when and how to combine them with modern techniques is the path forward.

StatDSS

anindita07deb

Ankita Negi

Emily

Divya Prakash

Aimee 

Vinmay Nair

Troy Boettger

Kavitha V

Luiz Ignacio Quineche Casana

Bridging the Gap: Statistical Rigor and the Promise of Data Science  

## **Founder Build Day: Google Workshop**

**Join us for a high-impact day of building, coworking, and a technical deep-dive with Google Cloud.**
We will be at Pennovation Center on **Friday, April 10th**, for a full day dedicated to startup founders and developers. Whether you are looking for a dedicated space to grind on your MVP or want to learn how to integrate the latest AI agents into your workflow, this is the place to be.

### **The Schedule**

* **10:00 AM – 12:00 PM:** Startup Coworking & Networking
* **12:00 PM – 2:00 PM:** **Workshop: Turbocharge your SDLC with Gemini CLI**
* **2:00 PM – 6:00 PM:** Open Building, Technical Q&A, and Coworking

***

### **The Main Event: Google Technical Deep-Dive (12 PM - 2 PM)**

Following the momentum from our recent pitch events, Google is joining us to host a practical, hands-on workshop. This isn't just a presentation; it is a session designed for builders who want to implement AI agents into their real-world workflows.
**What we will cover:**

* Using the **Gemini CLI** to accelerate your development process.
* Implementing AI agents to handle the full SDLC, from "vibe coding" to deployment.
* Navigating cloud architecture hurdles with technical guidance.

### **Meet the Experts**

In addition to the workshop leads, we will be joined by **Allison Kornher**, Google’s Customer Engineer for Philly startups. Allison will be on-site to act as a resource for the community, helping founders navigate technical architecture and cloud scaling.

### **What to Bring**

* Your laptop and charger.
* An active project you are working on.
* Your Google Cloud account (details on credit activation will be sent after RSVP).

**Space is limited at Pennovation, so please RSVP early to secure your spot and receive the credit application link.**

**IMPORTANT:** **Make sure to stay on the 1st floor of Pennovation at all times to avoid disrupting Pennovation members at work.**

**Useful Links:**
[Pennovation](https://pennovation.upenn.edu)
[Pinecone](https://www.pinecone.io/)
[Lamont Coffee](https://www.lamontcoffee.com/)
🌐 [Website](https://www.codephiladelphia.com)
💖 [Donate](https://hcb.hackclub.com/donations/start/code-and-coffee-philadelphia)
🛍️ [Merch](https://nol-kky-shop.fourthwall.com/)
🔗 [LinkedIn](https://www.linkedin.com/company/code-coffee-philadelphia)
📸 [Instagram](https://www.instagram.com/philly_codes/)

William Haesemeyer

Zack

Christian Iosif

Nolan Makatche

Amir

Mirza Abdullah Al Nafiz

Sandra Carlisle

Jacob Rozran

Vyshnavi Kondapalli

Jing D

Jake Steinerman

Mahmood Hasan

Shadrack Kwaku Agyiri

Arthur Carr

lex rom

Jack Stallion

abhijnanprakash

Jordan

Grace Julius

Founder Build Day: Google Gemini CLI Workshop

Pennovation Center

coffee&code

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