Louis Capitaine

As a researcher and leader at Epoch Intelligence, I uphold a rigorous vision of data science: rejecting superficial, pre-established solutions, fads, and unfounded applied approaches to place scientific rigor at the heart of every project. My commitment is to champion a practice of data science founded on academic excellence, methodological soundness, and a deep understanding of the problems addressed.

• Development of a specialized offering in statistics, machine learning, artificial intelligence, R, Julia, and LaTeX.

• Scientific and pedagogical direction of training programs, consulting missions, and technical deliverables.

• Support for public organizations, research institutions, engineering schools, and private companies.

I train in statistics, data science, machine learning, and artificial intelligence for public organizations, engineering schools, research centers, and companies. My training sessions cater to both technical profiles and business audiences seeking to understand, use, or manage data/AI methods. I place particular emphasis on pedagogical clarity, methodological rigor, and practical application on concrete cases, ensuring participants acquire directly applicable skills.

As a data scientist project manager, I design and oversee custom data/AI solutions, from business scoping to results reporting. I address issues related to predictive modeling, classification, imputation, scoring, optimization, automatic detection, and complex data analysis. I have notably worked on projects involving forest mortality using LiDAR and satellite data, imputation of heterogeneous datasets, credit scoring, industrial defect detection, agricultural optimal control, clinical trial analysis, and supporting SMEs in their data transition.