Projects

Automated grading of handwritten answer sheets, combining computer vision, language processing and machine learning.

A decentralised autonomous drone delivery system, trained in simulation with reinforcement learning.

Identifying cultivable land from satellite imagery through image processing rather than manual survey.

A conversational agent built from the ground up on a neural network, rather than wrapped around a hosted model.

Multimedia summarisation using graph ranking over sentences instead of a generative model.

Real-time tracking of the International Space Station, plotted live on a map.

A full e-commerce platform on a conventional LAMP stack, built to production database standards.

A layered cipher puzzle in the Cicada tradition, for people learning cryptographic hunting.