Germain Puccetti

Open thinker with experience in skin health, biophysics, personal care and data analytics. Solid experience in consumer data analysis and modeling (classification, cluster, ML) for skin health, skincare, and haircare. Strong understanding of consumer habits and preferences that lead to many innovative approaches, methods and clinical protocols for claims and new strategies. 20 years of experience in skin biophysics, cosmetics and skincare products, from ingredient screening to finished product clinical testing on consumers. Strong experience in understanding consumer behavior, habits and preferences. 25 yrs experience in programming and scripting languages such as C++/Visual C++ and Matlab for data modeling, analytics and predictions. 15 yrs experience in classical data analysis such as classifications, clusters, time sequences by using Matlab, Origin, SQL. Solid experience in more recent developments in DL/ML such as Python scripting with tensorflow / keras, pandas, matplotlib. 20 years of experience of innovation for claims and product valorisation such as in vivo depth penetration or translating consumer perception into quantitative instrumental procedures 15 years of advanced image analyses correlated with consumer visual self-perception, including trichromic and hyperspectral imaging for quantitative claims. 10 years of experience in ingredient dossier development for skincare / suncare, competitive testing and formulatory.