Work

Deep learning models that recognise eye diseases from fundus images — lightweight, optimised convolutional networks that run on resource-constrained devices.

• Computer Vision
• Medical Imaging
• CNN

A university campus digital twin built with Sionna-based ray tracing — machine-learning-driven transmitter orientation optimisation and wireless coverage analysis.

• Digital Twin
• Sionna
• Machine Learning

Detecting plant diseases from images with deep learning — leaf disease classification in cotton and a sensor-based smart-agriculture station.

• Deep Learning
• Smart Agriculture
• CNN