The seminar will briefly describe the subject of the electric machines' design and optimization, highlighting the computational challenges, the main parameters, constraints, and needs in the contextof the future applications. Today's trends of Machine Learning (ML) utilization in this process will be summarized for the parametric optimization, topology optimization, and the new opportunities offered by the generative models. The conversation will thenbe opened to the questions and to explore the possibilities of research collaboration.