Specialist in artificial neural networks, integrated photonics and metasurfaces, his work is focused on the application of machine learning techniques in advanced optical systems. In which he designs and develops neural network algorithms to improve the performance and efficiency of these systems. In addition, his advanced skills in modeling and simulating complex optical systems and programming machine learning algorithms. His work contributes to the development of optical technologies for communications, sensors, medical diagnostics, and materials science.