1. Sanofi R&D, Data and Data Science Translational Disease Modeling Chilly‐Mazarin France
2. Translational Medicine and Early Development, Sanofi Chilly‐Mazarin France
3. Translational Medicine and Early Development, Sanofi Tokyo Japan
4. Specialty Care Oncology Medical, Sanofi Tokyo Japan
5. Translational Medicine and Early Development, Sanofi Cambridge Massachusetts USA