Between the 13th and the 17th of June David participated in NanoPlasm 2022, which took place in Cetraro, Calabria, Italy. The conference was focused on the rapidly growing fields of Plasmonics and Nano-Photonics, which are opening new frontiers in nanoscience and advanced technologies via novel cross-disciplinary research activities. During this conference David presented 2 posters (titles: “Machine learning enhanced calculations of optical forces in the geometrical optics approximation” and “Elongated active particles in speckle fields“) and an elevator pitch talk, introducing his work on machine learning for optical forces calculations and his recent work on elongated active particles in speckle fields.