The School of Engineering and Management (HEIG-VD - Haute Ecole d Ingénierie et de Gestion du Canton de Vaud, ) offers Bachelor and Master programs X and business management, and a large number of advanced diploma X .With its 2,500 students, it is the largest partner in the University of Applied Sciences of Western Switzerland (Haute École Spécialisée de Suisse Occidentale - HES-SO, ).Its applied research and development activities are carried out within its institutes, poles and is looking for aPhD in ML X applied to the Management of Exceptional Health The & Technologies Department ( ) and, specifically, the RInstitute of and Technologies ( ) are looking for a talented and highly PhD student who will work on a project mixing computer science and pharmacology. OUR RESEARCHWe are looking for a talented and PhD student, ideally from X in applied or theoretical physics, to work on the of large language models (LLMs) applied to the detection and management of exceptional health (EHS). In the face of health crises - whether epidemic, or unforeseen - it is becoming essential to and manage healthcare resources effectively. The aim X research is to develop advanced machine learning algorithms X weak signals heralding crises and optimize the healthcare system s response in real time. This project builds on the expertise acquired under the Interreg SIA-REMU program. X the University Hospitals of Geneva (HUG) and the University of Geneva, the thesis will advanced approaches to LLM real-time X and crisis management joining this project, you will complete a doctoral University of Geneva, enrolled in its doctoral school. Your work will focus on:The of language models to detect and interpret weak signals heralding development of advanced machine learning algorithms X and model the impact of health of healthcare resources using AI and deep learning approaches. YOUR PROFILMaster s degree (or engineering diploma) in applied theoretical physics, computer science, or experience in machine learning, analysis, deep learning (DNNs) and language model command of Python, PyTorch/TensorFlow and modern AI interest in healthcare and crisis ability to conduct rigorous academic research.Autonomy, and analytical knowledge in FrenchFluency in English and good writing skills.Activity or to be HES professor, Starting 1, or to be agreedIf you are by this project and would like to contribute to a scientific breakthrough with a strong societal impact, please send your (CV, covering letter and transcripts).Please send your complete only via jobup, before 14 of march. Total confidentiality is assured. jidf902414afr jit0208afr