Session

AutoML + AI Agents: Bootstrapping Intelligence into Android Apps

In this session, we’ll explore how mobile developers can supercharge their Android and Flutter applications with AI agents—without being deep learning experts. By combining the power of Firebase MLKit, AutoML Vision, and on-device intelligence, we can create smart mobile agents that analyze images, interpret documents, and automate tedious user tasks.

You’ll learn how to integrate AutoML-powered models that scan receipts, extract data from photos, and even translate text—all on the edge. We’ll also cover best practices for building lightweight, responsive AI workflows that respect user privacy and work even in low-connectivity environments.

Whether you're building finance, productivity, or healthcare apps, this talk will guide you on how to bootstrap intelligent features quickly and effectively

Charles Moruri

Machine Learning Engineer & Community Lead

Nairobi, Kenya

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