PyLadies San Francisco @ LinkedIn

Tentative Agenda

• 5:00 pm: Networking
• 6:00 pm: Welcome & Community Announcements
• 6:15 pm: From ER Nurse to AI Engineer: Building Real Healthcare AI Systems with RAG & Agents

Speaker:
Senay Yakut, Full-Stack Engineer

Description:
Most AI engineers building healthcare tools have never seen a patient. I have — as an ER nurse in pediatric, cardiac, and internal medicine settings.

In this talk, I'll walk through a real clinical problem I tackled: building an AI-powered clinical decision support system using RAG, GPT-4, and FastAPI. I'll show how retrieval-augmented generation makes healthcare AI safer and more trustworthy — and share what clinical domain knowledge changes about how you design these systems.

The session is practical and code-driven. Attendees will leave with a concrete understanding of how to build healthcare AI that actually works in real clinical contexts — not just in demos.

• ​6:35 pm: AI and Healthcare: Live Demo

​Speaker: Mansi Moore, AI Developer and Devrel

Description:
This session will be about how people will use AI in healthcare through examples in a real Google Cloud console environment. It will cover three main areas:

• Image Analysis: using Gemini to analyze a chest X-ray and extract medical insights
• Video Analysis: prompting Gemini with a lung animation video
• Text Prompts: zero/one/few-shot prompting, summarization, Q&A, and classification

• ​7:00 pm: Using PyQGIS for Environmental Projects
• 7:25 pm: Networking
• 8:00 pm: End of Event

Interested in sponsoring food? Please send a message to the event host. Thanks!