Python vs Rust: k-means at scale Side-by-side performance comparison of k-means clustering implementations in Python (NumPy / scikit-learn) and Rust, on synthetic benchmark datasets.GitHub ↗
SimuCell3D: HPC tissue mechanics in C++ Performance-oriented fork of an ETH-developed C++ framework for 3D tissue mechanics at subcellular resolution — adaptive OpenMP scheduling delivers 1.8×–4.4× speedups, growing with tissue size.GitHub ↗
Ultrasound Doppler angle from B-mode with deep learning An end-to-end deep-learning project that reads the Doppler angle from a single grayscale carotid B-mode image — built on my EMBC 2019 paper and carried well past it: the grid-pooling insight that makes a frozen backbone work, Optuna-tuned best estimators under two sampling protocols (down to ~2° MAE), and a clinical-grade calibrated evaluation.GitHub ↗
Data Science Docker Environment Opinionated Dockerfile + compose setup for a reproducible Python/R data-science stack: Jupyter, common ML libraries, and a pre-wired notebook server.GitHub ↗
