Francis Burnet – AI Engineering Portfolio

A guided portfolio of capstones, live demos, and production-minded AI engineering work across data science, machine learning, and deep learning.

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Live Demo

Vessel Classifier Demo Viewer

This page wraps the published browser demo for the port-operations project so the classifier stays inside the same navigation and layout system as the rest of the site.

On smaller screens, use the scroll controls below the frame if the embedded demo surface is wider than the phone viewport.

What this demo is showing

Browser-based inference

The viewer runs a vessel classifier in the browser so I can inspect predictions quickly without loading notebook infrastructure.

Model comparison context

The demo sits beside the saved evidence showing why transfer learning outperformed the custom CNN on the held-out test split.

Portfolio-consistent access

This wrapper keeps the demo inside the same navigation system as the other project pages instead of dropping the visitor into an isolated asset route.