Pierre A. Mandrin (Ph.D. in 1999 in physics) is a senior data scientist at IMSD (IMSD is a young service provider active in data analytics, statistics, Smart Data and predictive maintenance). P. Mandrin has initiated, conducted and published numerous projects in the fields of experimental, numerical and theoretical physics. In his current projects, he is developing tools for automatic reports of surveys, automated data pre-analysis, and optimisations for radiation protection.