Projects

SET Card Game

The SET card game in Rust, playable in the terminal or browser via WebAssembly.

DHM Fourier Viewer

Real-time viewer for off-axis digital holographic microscopy with live Fourier spectrum display and interactive diffraction order selection.

Operative Difficulty Assessment

Predicting operative difficulty from cholecystectomy videos using CNN, Transformer, and RNN models. Master thesis (MAIA, 2024).

Brain Segmentation (Deep Learning)

Brain tissue segmentation from MRI comparing atlas-based and deep learning approaches.

Brain Segmentation (EM Algorithm)

Brain tissue segmentation using the EM algorithm with probabilistic atlases.

Mammogram Pectoral Muscle Segmentation

Pectoral muscle segmentation in mammograms using C++ and OpenCV.

Skin Cancer Classification

Binary and 3-class skin cancer classification using a traditional ML pipeline (no deep learning).