Projects
A collection of research and engineering work in medical AI, computer vision, and statistical computing. Some projects have live interactive demos.
Face2Visceral
Hackathon · 3rd PlaceLive DemoUpload a selfie and get an AI-powered estimate of visceral body fat ratio. Built in 6 hours using dual-encoder ResNet-18 and FastAPI.
MCMC Visualizer
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.
EchoLVFM
Research · arXiv 2025One-step echocardiogram video synthesis via Latent Flow Matching. Conditions on clinical parameters like ejection fraction to generate realistic cardiac ultrasound videos.
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.