Accéder au contenu principal

Build a Portfolio Management AI Agent with Google Gemini and Vertex

Francisco Quintana, Senior Machine Learning Engineer at Huda Beauty, walks you through building a portfolio management AI agent using Google Gemini and Vertex AI.
9 juil. 2025

AI is rapidly transforming the world of finance, offering new ways to automate research, analyze investment opportunities, and optimize portfolio management. With tools like Google Gemini and Vertex AI, data scientists and AI researchers can now build intelligent agents that handle complex financial tasks with greater speed and precision. This session will show you how to bring those capabilities to life with a real-world application.

In this hands-on code-along webinar, Francisco Quintana, Senior Machine Learning Engineer at Huda Beauty, walks you through building a portfolio management AI agent using Google Gemini and Vertex AI. You’ll learn how to retrieve and process investment data using AI, explore the fundamentals of portfolio management, and create an agent that can support financial decision-making. Whether you’re looking to apply AI to fintech or sharpen your skills with Google’s AI stack, this session will give you practical tools and insights to get started.

Key Takeaways:

  • Learn how to build AI agents using Google Gemini and Vertex AI.
  • Understand how to retrieve and analyze investment data with AI.
  • Explore a real-world use case of AI-driven portfolio management.

Session Resources

Sujets
Apparenté

Didacticiel

Getting Started with Gemini Fullstack LangGraph

Set up a full-stack deep AI research assistant, featuring a React frontend and a LangGraph backend.
Abid Ali Awan's photo

Abid Ali Awan

Didacticiel

Building Multimodal AI Application with Gemini 2.0 Pro

Build a chat app that can understand text, images, audio, and documents, as well as execute Python code. Truly a multimodal application closer to AGI.
Abid Ali Awan's photo

Abid Ali Awan

Didacticiel

Introducing Google Gemini API: Discover the Power of the New Gemini AI Models

Learn how to use Gemini Python API and its various functions to build AI-enabled applications for free.
Abid Ali Awan's photo

Abid Ali Awan

Didacticiel

Gemini 2.0 Flash: Step-by-Step Tutorial With Demo Project

Learn how to use Google's Gemini 2.0 Flash model to develop a visual assistant capable of reading on-screen content and answering questions about it using Python.
François Aubry's photo

François Aubry

Didacticiel

Vertex AI Tutorial: A Comprehensive Guide For Beginners

Master the fundamentals of setting up Vertex AI and performing machine learning workflows.
Bex Tuychiev's photo

Bex Tuychiev

Didacticiel

Fine-Tune Gemma 3: A Step-by-Step Guide With Financial Q&A Dataset

Fine-tune the new Gemma model using the finance reasoning dataset to improve its accuracy and adopt the style of the dataset.
Abid Ali Awan's photo

Abid Ali Awan

Voir plusVoir plus