Side projects

SimuCell3D: HPC tissue mechanics in C++

Published:

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.

Python vs Rust: k-means at scale

Published:

Side-by-side performance comparison of k-means clustering implementations in Python (NumPy / scikit-learn) and Rust, on synthetic and real datasets.

Data Science Docker Environment

Published:

Opinionated Dockerfile + compose setup for a reproducible Python/R data-science stack: Jupyter, common ML libraries, and a pre-wired notebook server.