Hi, I'm James Yap.

Automated classification of intraductal carcinoma of the prostate (IDC-P) using deep learning on non-linear multiphoton microscopy images. Explored transfer learning and CORAL (Consistent Rank Logits) to improve classification accuracy, with attention heatmaps highlighting the image regions most influential to the model's decisions.

A modern WebGL2-based viewer for point cloud data that applies polar unwrap on 3D LiDAR point clouds into 2D cylindrical projections with support for occlusion and Z-buffer depth testing.

An interactive slide deck that dives into the beautiful mathematics behind ReLU, in 3D space. Built using WebGL and Three.js.