Dr. Leila Pujal received her PhD from Queen’s University in Canada under the supervision of Dr. Farnaz Heidar-Zadeh in 2025. During her PhD, she developed and applied chemical descriptors based on constrained Atoms-in-Molecules schemes from the Hirshfeld family for the decomposition of molecular multipole moments, energy and polarizabilities.  She joined the Institute of Computational Chemistry and Catalysis (IQCC) as a postdoctoral researcher under the supervision of Dr. Pedro Salvador and Dr. Josep Maria Luis. Her research focuses on software development to study the atomic decomposition of molecular (hyper)polarizabilities.