Data Scientist Intern
- Études / Statistiques / Data Responsible of the analytics program at the start up Izicap in Nice in collaboration with the research Data Mining CNRS department i3s at Sophia Antipolis.
From millions of banking shop transactions, and open data extraction from disparate sources, multi-dimensional data analysis to define relevant clusters and work on algorithms to optimize the consumer targeting for each shop. Comparison of classic clustering methods (PCA, kmeans, HCP…) with more advanced such as consensus clustering algorithms. Use of the clustering to predict new shops consumer behavior with supervised classification algorithms. Definition and automation of loyalty programs based on consumers and shops analysis (buyer frequencies, shops locations criteria, weather conditions, local revenue….).
Environment: R, Java, Python