Projects
A collection of research and engineering work in medical AI, computer vision, and statistical computing. Some projects have live interactive demos.
EchoLVFM
Research · Early-accepted at MICCAI 2026 (top 9%)Live DemoOne-step echocardiogram video synthesis via Latent Flow Matching using MeanFlow. ~50× faster sampling than multi-step baselines while generating clinically realistic cardiac ultrasound videos.
MCMC Visualiser
Interactive DemoLive DemoWatch two Markov Chain Monte Carlo algorithms (Random Walk Metropolis and Adaptive Covariance) sample from a 2D Gaussian in real time, entirely in your browser.
Face2Visceral
Hackathon · 3rd PlaceUpload a selfie and get an AI-powered estimate of visceral body fat ratio. Built in 6 hours using dual-encoder ResNet-18 and FastAPI.
ECIQC
Collaboration · Oxford & GE HealthCareExtensible clinical imaging quality control tool that automatically validates DICOM images used in medical research trials.
Research
MICCAI 2023 · MICCAI 2025Published work at MICCAI, the leading international conference on medical image computing and computer-assisted intervention.