— Led various R&D projects using LLMs and GenAI models and covering subjects such as data anonymisation and aspect-based emotion analysis.— Supervision of the data engineering vertical, in coordination with the product team and developers, to provide robust solutions enabling effective use of varied types of data.— Mentoring juniors and running knowledge-sharing workshops.

Promoted to supervise the development of a NLP plateform— Management of a team of 8 developers and data scientists.— Responsible for technological and methodological choices and participation in product definition.— Development of pilots to solve specific problems faced by prospects.— Set up and overseen the project security and personal data management.Have been consulting, including the acculturation of collaborators, on various HR projects in the banking sector.

— Participation in the creation of detection algorithms applied to imaging (quality control) based on deep learning, which have been patented.— Participation in the construction of an NLP platform: from the design of the architecture and integrated models to the production launch.

I informed about the project progress during team meetings and at an international conference.I also participated as a committee member to a local symposium organised by PhD students for PhD students.I wrote two scientific papers, providing a clear explanation of abstract concepts and their connections.I gained extensive knowledge of complex systems modelling and optimisation, agent-based models and simulations, morphogenetic engineering approaches and more generally nature-based algorithms.

I created the eHoshin platform, used by the IT section of Toyota Europe, and aims to be used widely by any corporation or association. To this goal, I collaborated with developers and end-users by their continuous involvement during the implementation process to inform about requirements, design constraints and problems. I also developed an IT platform composed of a layered knowledge-based system, implementation of a framework conceived by a supervisor and supported a PhD: 'Is the Lean Organisation a Complex System?' realised by the vice-president of the IT section of Toyota Europe. In this context, I participated in the modelling of two management techniques, using the aforementioned IT platform.

I developed a stochastic backup system prototype meant for the medical system of Senegal (1000+ centres), refining my ability to suggest creative approaches to problems.I also had the opportunity to demonstrate the software during a seminary and to attend the 4th International Conference of Complex Systems and Applications.