Projects

Data Analysis on COVID-19

Exploratory analysis of publicly available COVID-19 data, focusing on temporal trends and cross-country comparison between Italy and France. The analysis examines the evolution of cases and deaths over time, identifying similarities and differences in the timing and magnitude of epidemic waves.

Statistical Analysis

Python · Time Series · Exploratory Data Analysis

Topological Data Analysis on Protein Structures

Application of Topological Data Analysis (TDA) to protein structures, combining mathematical theory and computational implementation. Proteins are represented as point clouds from atomic coordinates and analysed through simplicial complexes and the Mapper algorithm. Includes custom implementations of sparse matrices over Z₂ and simplicial homology structures.

Computational Mathematics

Python · Topological Data Analysis · Algebraic Topology · Computational Biology