Smart Grid Energy is a subsidiary of Vinci Energies, specialized in energy assets optimization. The corporation uses various sources of energy power to help stabilize in frequency the energy grid. A booming part of Smart Grid Energy's activity is the use of batteries, allowing to furnish an important help to the Primary and Secondary reserves. I worked on establishing a model of the batteries behaviour, based on physico-chemical models and on data. In a second part, I developed a smart… Show more Smart Grid Energy is a subsidiary of Vinci Energies, specialized in energy assets optimization. The corporation uses various sources of energy power to help stabilize in frequency the energy grid. A booming part of Smart Grid Energy's activity is the use of batteries, allowing to furnish an important help to the Primary and Secondary reserves. I worked on establishing a model of the batteries behaviour, based on physico-chemical models and on data. In a second part, I developed a smart charge-level management for the batteries, in order to optimize the energy losses and the transaction gain. Show less

6-months gap-year internship in the Computer Vision department of MBDA group. I worked on the implementation of new techniques of Active Learning for Image classification, used in military context. Active Learning uses statistical analysis and data simulator to reduce the cost of massive Neural Networks training, which is particularly useful when the train data is confidential, so expensive to label. I did a research work about the main Active Learning methods and its particularities, and then… Show more 6-months gap-year internship in the Computer Vision department of MBDA group. I worked on the implementation of new techniques of Active Learning for Image classification, used in military context. Active Learning uses statistical analysis and data simulator to reduce the cost of massive Neural Networks training, which is particularly useful when the train data is confidential, so expensive to label. I did a research work about the main Active Learning methods and its particularities, and then implemented the Pool-Based Sampling and Membership Query Synthesis methods. Show less

Workman internship of 5 weeks in the Barilla factory of Châteauroux. I integrated the Production team, and worked with them on a 8h shift rotation. I took part in all the manual tasks, and I could also take a look into the departments of maintenance, logistics and Resarch and Innovation.