Edoardo Carlesi

Theoretical Physicist & ML Specialist

I am a Machine Learning Specialist working with Top Network on the integration of GeoSpatial and socio-economic data pipelines for analysis and prediction using DL, ML and AI.

In the past I worked on the development of ML/AI pipelines to analyze cosmological simulation data and extract physically relevant information (supervised and unsupervised learning with Python; scikit-learn, TensorFlow and PyTorch)

Before moving to ML and Data Science I've been working 10 years into the field of computational astrophysics, developing software (in C/C++/Python and IDL) to run, analyze and post-process cosmological simulations on HPC facilities, focusing on the distributed-computing optimization of the algorithms with MPI.