Bouchekoum NESRINE is a project manager specializing in training engineering related to the calibration of sprayers at INRAE since October 2022, focusing on data valorization from mandatory controls. Concurrently, NESRINE evaluates and improves agro-equipment at UniLaSalle, with prior experience at the Ecole Nationale Supérieure Agronomique involving precision weed control experiments during a Master's internship. Additional experience includes agricultural machinery production at ETRAG, soil analysis at INSID, and hydroponic cultivation research under the KOPIA-INRAA initiative. With a background in translation and marketing through roles at Safex Expo and AIESEC in Algeria, NESRINE holds multiple degrees, including a Master's in Agroecology and Sustainable Agriculture from CIHEAM-IAMM and an Agronomic Engineering degree from ENSA.