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Meeting ID: 215 975 200 476 1
Passcode: H9cB3vK2

AICamp Link : https://www.aicamp.ai/event/eventdetails/W2025052809

Federated Learning Applications: Healthcare and Finance

Federated Learning (FL) enables decentralized AI model development while preserving privacy. NVIDIA FLARE offers tools for collaborative model training across institutions without sharing raw data. Two of the application fields are healthcare and finance. In healthcare, it enhances diagnostic accuracy by training models on sensitive patient data and enables more effective drug discovery by fine-tune foundation models with data from diverse sources. In finance, it aids in fraud detection and risk assessment through secure model training across organizations. NVIDIA FLARE supports large-scale projects, secure and efficient data exchange, model optimization, and performance monitoring for real world federated studies.
This Webinar will cover how NVIDIA FLARE is applied in these two field, with details in 1) AI models, including basic machine learning models like SVM, tree-based models like XGBoost, and deep learning models, 2) data security concerns under different collaboration modes and assumptions, 3) solutions by NVIDIA FLARE functionalities to the concerns. In particular, we will discuss healthcare use cases using both CNN models for processing medical image analysis tasks, and language models for drug discovery; and for financial applications, we will first visit how to adapt commonly-used traditional machine learning models to a federated paradigm, and then go into details of the use of XGBoost model with advanced security features. We showcase the potential to address critical challenges in distributed AI development under data sharing constraints.

** Important**: register on the event website is REQUIRED for admission.

Description:
Welcome to the AI meetup in San Francisco, in collaboration with AWS. Join us for deep dive tech talks on AI, GenAI, LLMs and Agentic AI, hands-on experiences with code labs and workshops, and networking with speakers and fellow AI developers, builders, startup founders.

Tech Talk: Simplifying Edge AI with NVIDIA FLARE and Meta ExecuTorch
Speaker: Yuan-Ting Hsieh (NVIDIA) , Chester Chen (NVIDIA)
Abstract: This talk shares our hands-on journey building scalable, privacy-preserving federated learning across heterogeneous edge environments—starting with Meta’s ExecuTorch on iPhones and expanding to Android devices and beyond. By integrating NVIDIA FLARE with ExecuTorch, we’ve enabled on-device training without requiring data scientists to write device-specific code (e.g., Objective-C/Swift or Java/Kotlin). Instead, they can focus entirely on model architecture and training.
We’ll highlight the power of our device simulator for rapid development and testing and introduce our hierarchical federated learning system to support millions of devices. Our modular approach lays the foundation to support other ML frameworks beyond deep learning, further expanding the reach of federated learning at the edge. Join us to see how we’re supporting both cross-silo and cross-device use cases with NVIDIA FLARE

Speakers/Topics:
Stay tuned as we are updating speakers and schedules.
If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: Submit Topics

Sponsors:
We are actively seeking sponsors to support our community. Whether it is by offering venue spaces, providing food/drink, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 40,000+ AI developers in San Francisco and 500K+ in global.

Important: Register on the event website to receive joining link. (rsvp on meetup will NOT receive joining link).

Description:
Join us for an immersive event featuring a keynote from Googler Gus Martins, a hands-on Codelab with Googler Christina Lin, and AI networking, where you'll learn to build AI-powered multi-agent systems on Google Cloud using Vertex AI and Gemini 2, connect with industry experts, and shape the future of AI development.

Build the Future: AI-Powered Multi-Agent Systems on Google Cloud
Are you ready to redefine what's possible with AI? Join Google for a virtual and immersive event designed to propel you to the forefront of AI development. Experience a unique blend of inspiring sessions, hands-on learning, and unparalleled networking opportunities, all focused on building the next generation of intelligent applications.

This event will equip you with the knowledge and skills to architect and orchestrate multi-agent systems on Google Cloud, leveraging the power of Vertex AI and Gemini 2.

More upcoming sessions:

• May 14th: AI Seminar (Virtual): Build reliable agents with human control
• May 17th: AI Study Group (Virtual) Session 4 - MCP
• May 28th: NVIDIA FLARE Webinar 2: Federated Learning Applications for Healthcare and Finance
• June 6th: Google Build with AI Virtual Mixer

Local and Global AI Community on Discord
Join us on discord for local and global AI tech community:

• Events chat: chat and connect with speakers and global and local attendees;
• Learning AI: events, learning materials, study groups;
• Startups: innovation, projects collaborations, founders/co-founders;
• Jobs and Careers: job openings, post resumes, hiring managers

Important: Register on the AICamp event website is required for admission.

Description:
Welcome to the AI meetup in San Francisco, in collaboration with GitHub. Join us for deep dive tech talks on AI, GenAI, LLMs and machine learning, food/drink, networking with speakers and fellow developers.

Speakers/Topics:
Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: Submit Topics

Sponsors:
We are actively seeking sponsors to support our community. Whether it is by offering venue spaces, providing food/drink, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 40,000+ AI developers in San Francisco and 500K+ in global.

Local and Global AI Community on Discord
Join us on discord for local and global AI tech community:

• Events chat: chat and connect with speakers and global and local attendees;
• Learning AI: events, learning materials, study groups;
• Startups: innovation, projects collaborations, founders/co-founders;
• Jobs and Careers: job openings, post resumes, hiring managers.